Question stringclasses 1 value | Complex_CoT stringlengths 1.47k 43.5k | Response stringclasses 2 values |
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Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '1fd92fea-f4a5-4d5b-aac1-bf4528d8fd80;uuid is '0295feb4-8676-44be-9912-99e0281594e5';bid_timestamp is '2025-02-07 18:00:08';device_id is '1fd92fea-f4a5-4d5b-aac1-bf4528d8fd80';biddate is '2025-02-07';country is 'USA';app is 'com.vitastudio.spider';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 1974 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 17.582939;placement_historical_value is 5.198702;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.TCT.TrashCanTarget', 79 ad_requests with mean bid_floor 9.3; 16 sessions in app 'com.blackout.word', 1854 ad_requests with mean bid_floor 1.9, 3 impressions of adomain 'bjs.com' with mean price 0.6, 1 impressions of adomain 'carolina.com' with mean price 0.3, 4 impressions of adomain 'caromonthealth.org' with mean price 0.4, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'example.com' with mean price 0.8, 10 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'rwlasvegas.com' with mean price 0.2; 268 sessions in app 'com.boatip.browser', 2331 ad_requests with mean bid_floor 83.3; 2 sessions in app 'com.culnissgoal.culnissgoal', 16 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.friendly.poweng', 121 ad_requests with mean bid_floor 11.9; 2 sessions in app 'com.gamovation.mahjongclub', 22 ad_requests with mean bid_floor 0.9, 3 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 2 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'megafortuna.co' with mean price 0.0; 30 sessions in app 'com.mattemfs.sweep', 63 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.newleaf.app.android.victor', 13 ad_requests with mean bid_floor 101.7; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 7.2; 4 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 48 ad_requests with mean bid_floor 4.0, 5 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.1; 5 sessions in app 'com.tripledot.woodoku', 23 ad_requests with mean bid_floor 5.0; 2 sessions in app 'com.vitastudio.mahjong', 26 ad_requests with mean bid_floor 20.7; 17 sessions in app 'com.vitastudio.solitaire', 631 ad_requests with mean bid_floor 32.0, 1 impressions of adomain '50floor.com' with mean price 0.1, 1 impressions of adomain 'Newbalance.com' with mean price 0.1, 7 impressions of adomain 'campingworld.com' with mean price 0.1, 1 impressions of adomain 'carando.com' with mean price 0.2, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 3 impressions of adomain 'deepindiankitchen.com' with mean price 0.8, 1 impressions of adomain 'distrokid.com' with mean price 0.2, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 8 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 4 impressions of adomain 'goldbond.com' with mean price 0.2, 8 impressions of adomain 'goodrx.com' with mean price 0.1, 1 impressions of adomain 'grammarly.com' with mean price 0.1, 1 impressions of adomain 'havertys.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 2 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kraftheinz.com' with mean price 0.5, 2 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 54 impressions of adomain 'mccormick.com' with mean price 1.0, 2 impressions of adomain 'milanlaser.com' with mean price 0.1, 13 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 5 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 4 impressions of adomain 'paxlovid.com' with mean price 0.1, 6 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'pgpro.com' with mean price 0.4, 1 impressions of adomain 'quiktrip.com' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 3 impressions of adomain 'sling.com' with mean price 0.1, 3 impressions of adomain 'snowshoemtn.com' with mean price 0.8, 8 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'subaru.com' with mean price 0.1, 4 impressions of adomain 'taxact.com' with mean price 0.2, 1 impressions of adomain 'uncfsu.edu' with mean price 3.6, 1 impressions of adomain 'vicks.com' with mean price 0.1, 69 impressions of adomain 'walmart.com' with mean price 2.0, 16 impressions of adomain 'wellbizbrands.com' with mean price 0.4, 1 impressions of adomain 'wildcasino.ag' with mean price 0.3, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 55 sessions in app 'com.vitastudio.spider', 5468 ad_requests with mean bid_floor 27.1, 4 impressions of adomain '50floor.com' with mean price 0.2, 29 impressions of adomain 'adidas.com' with mean price 0.1, 25 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'att.com' with mean price 0.4, 1 impressions of adomain 'audible.com' with mean price 0.0, 8 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'calicocorners.com' with mean price 0.2, 1 impressions of adomain 'callapp.com' with mean price 0.0, 7 impressions of adomain 'campingworld.com' with mean price 0.2, 12 impressions of adomain 'dramamine.com' with mean price 0.2, 1 impressions of adomain 'dupixent.com' with mean price 0.1, 4 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'enhertu.com' with mean price 0.2, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 6 impressions of adomain 'goodrx.com' with mean price 0.2, 1 impressions of adomain 'gurunetwork.com' with mean price 0.0, 2 impressions of adomain 'havertys.com' with mean price 0.1, 2 impressions of adomain 'helloned.com' with mean price 0.1, 39 impressions of adomain 'honda.com' with mean price 0.1, 2 impressions of adomain 'hulu.com' with mean price 0.5, 3 impressions of adomain 'huntington.com' with mean price 0.4, 2 impressions of adomain 'instagram.com' with mean price 0.2, 3 impressions of adomain 'lexus.com' with mean price 0.2, 1 impressions of adomain 'mail.quadient.com' with mean price 0.9, 1 impressions of adomain 'makeheadway.com' with mean price 0.0, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mazda.com' with mean price 0.0, 17 impressions of adomain 'megafortuna.co' with mean price 0.0, 4 impressions of adomain 'milanlaser.com' with mean price 0.4, 3 impressions of adomain 'navy.com' with mean price 0.2, 32 impressions of adomain 'nestle-watersna.com' with mean price 0.1, 3 impressions of adomain 'nordvpn.com' with mean price 0.1, 4 impressions of adomain 'norton.com' with mean price 0.5, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'pandora.com' with mean price 0.0, 6 impressions of adomain 'paxlovid.com' with mean price 0.2, 5 impressions of adomain 'pennfoster.edu' with mean price 0.2, 2 impressions of adomain 'pepsi.com' with mean price 0.2, 1 impressions of adomain 'pepsibottlingventures.com' with mean price 0.9, 1 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'publix.com' with mean price 0.4, 2 impressions of adomain 'randymarionlincolnstatesville.com' with mean price 0.1, 1 impressions of adomain 'roblox.com' with mean price 0.0, 9 impressions of adomain 'roomstogo.com' with mean price 0.3, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 6 impressions of adomain 'saily.com' with mean price 0.0, 2 impressions of adomain 'samsclub.com' with mean price 0.1, 2 impressions of adomain 'sharptruck.com' with mean price 0.8, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 2 impressions of adomain 'shopcleansource.com' with mean price 0.2, 4 impressions of adomain 'sling.com' with mean price 0.2, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'spectrum.com' with mean price 2.3, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 4 impressions of adomain 'taxact.com' with mean price 0.2, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'vivistim.com' with mean price 0.3, 11 impressions of adomain 'wellbizbrands.com' with mean price 0.2, 1 impressions of adomain 'wildcasino.ag' with mean price 0.4, 1 impressions of adomain 'yazio.com' with mean price 0.0; 1 sessions in app 'com.wordsearch.wordtrip.crossword.puzzle', 16 ad_requests with mean bid_floor 1.2; 111 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 6226 ad_requests with mean bid_floor 8.3, 3 impressions of adomain 'abcmouse.com' with mean price 0.0, 1 impressions of adomain 'acrisure.com' with mean price 12.4, 331 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.2, 43 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'barillagroup.com' with mean price 0.1, 1 impressions of adomain 'benjaminmoorelocal.com' with mean price 0.3, 1 clicks of adomain 'bestnutrainc.com', 3 impressions of adomain 'bestnutrainc.com' with mean price 3.5, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 1 impressions of adomain 'bing.com' with mean price 0.0, 2 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'callapp.com' with mean price 0.0, 1 impressions of adomain 'chromewebdata' with mean price 0.1, 2 impressions of adomain 'citadel.edu' with mean price 0.6, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 7 impressions of adomain 'comenity.com' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'deutschfamily.com' with mean price 0.7, 1 impressions of adomain 'distinctlyfayettevillenc.com' with mean price 0.3, 1 impressions of adomain 'dolesunshine.com' with mean price 0.0, 6 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'dynamichealthcarolinas.com' with mean price 0.4, 1 impressions of adomain 'exmox.com' with mean price 0.0, 10 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'floridastrawberry.org' with mean price 0.7, 1 impressions of adomain 'glowessentialsco.com' with mean price 3.7, 1 impressions of adomain 'goya.com' with mean price 0.8, 1 impressions of adomain 'hardrockhotels.com' with mean price 0.3, 5 impressions of adomain 'henkel-northamerica.com' with mean price 0.3, 4 impressions of adomain 'hometownfoodcompany.com' with mean price 0.5, 3 impressions of adomain 'house-autry.com' with mean price 0.1, 1 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'hystlerunn.com' with mean price 0.0, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 3 impressions of adomain 'ironhorsemc.com' with mean price 0.5, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 3 impressions of adomain 'justdice.io' with mean price 0.0, 2 impressions of adomain 'justplayapps.com' with mean price 0.0, 3 impressions of adomain 'kay.com' with mean price 0.0, 1 impressions of adomain 'kbhome.com' with mean price 0.6, 13 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'lakeviewfarms.com' with mean price 0.1, 1 impressions of adomain 'lecreuset.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'markanthonyintl.com' with mean price 0.2, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 1 impressions of adomain 'mazdausa.com' with mean price 0.7, 5 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'meiomi.com' with mean price 0.2, 7 impressions of adomain 'metabolicmaintenance.com' with mean price 3.6, 4 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metamucil.com' with mean price 0.3, 6 impressions of adomain 'mobilesafetytech.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'murdochs.com' with mean price 0.8, 1 impressions of adomain 'mybarkmobile.com' with mean price 0.8, 3 impressions of adomain 'ncsecu.org' with mean price 0.8, 1 impressions of adomain 'numerator.com' with mean price 0.0, 4 clicks of adomain 'oakevergames.com', 14 impressions of adomain 'oakevergames.com' with mean price 1.6, 2 impressions of adomain 'off-stamp.com' with mean price 1.5, 2 impressions of adomain 'olay.com' with mean price 2.3, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.2, 4 impressions of adomain 'paint.by.number' with mean price 0.0, 3 impressions of adomain 'pandora.com' with mean price 0.1, 4 impressions of adomain 'paramount.com' with mean price 0.0, 14 impressions of adomain 'pentlyconger.com' with mean price 0.0, 3 impressions of adomain 'pepsibottlingventures.com' with mean price 1.2, 1 impressions of adomain 'phone.com' with mean price 0.3, 2 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 4 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'pulmuonefoodsusa.com' with mean price 0.2, 1 impressions of adomain 'pulte.com' with mean price 0.1, 1 impressions of adomain 'quiktrip.com' with mean price 0.2, 3 impressions of adomain 'radio.com' with mean price 0.0, 1 impressions of adomain 'redcross.org' with mean price 0.0, 3 impressions of adomain 'redfin.com' with mean price 0.0, 9 impressions of adomain 'roomstogo.com' with mean price 1.2, 2 impressions of adomain 'sakrete.com' with mean price 1.4, 1 impressions of adomain 'saksfifthavenue.com' with mean price 0.0, 4 impressions of adomain 'salequick.com' with mean price 0.6, 1 impressions of adomain 'scottbrand.com' with mean price 0.4, 6 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'sliding.toys' with mean price 0.3, 2 impressions of adomain 'smithfieldfoods.com' with mean price 0.3, 4 impressions of adomain 'smuckers.com' with mean price 0.1, 30 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'taipeifood.com' with mean price 0.7, 5 impressions of adomain 'temu.com' with mean price 0.0, 10 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'theautopian.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.5, 9 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 4 impressions of adomain 'wawa.com' with mean price 0.3, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'welloflife.com' with mean price 5.0, 1 impressions of adomain 'whatisshingles.com' with mean price 3.1, 1 clicks of adomain 'whatisshingles.com', 1 impressions of adomain 'wildcasino.ag' with mean price 0.4, 1 impressions of adomain 'winecountrygiftbaskets.com' with mean price 0.0, 2 impressions of adomain 'wishfarms.com' with mean price 0.1, 2 impressions of adomain 'wooga.com' with mean price 0.0, 1 impressions of adomain 'wsj.com' with mean price 0.0, 1 impressions of adomain 'yazio.com' with mean price 0.0, 5 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3, 1 impressions of adomain 'youtube.com' with mean price 0.1, 1 impressions of adomain 'youyungames.com' with mean price 0.0, 1 impressions of adomain 'zales.com' with mean price 0.0, 1 impressions of adomain 'zebracbd.com' with mean price 0.3; 2 sessions in app 'in.crossy.daily_crossword', 3 ad_requests with mean bid_floor 5.0; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.0; 2 sessions in app 'in.playsimple.wordsearch', 372 ad_requests with mean bid_floor 18.5, 1 impressions of adomain 'caterpillar.com' with mean price 1.6, 2 impressions of adomain 'huntington.com' with mean price 0.3; 15 sessions in app 'in.playsimple.wordtrip', 57 ad_requests with mean bid_floor 14.8; 1 sessions in app 'mahjong.free.games', 11 ad_requests with mean bid_floor 59.8; 2 sessions in app 'mtg1961661362', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'word.connect.puzzle.games', 1 ad_requests with mean bid_floor 22.2; 5 sessions in app 'word.search.cross.games', 194 ad_requests with mean bid_floor 22.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.vitastudio.spider/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0932620448463241;partition is 1409;segments is ['com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'bloom_com.vitastudio.spider_USA_95' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b9daea92-a47a-4e35-8f21-c3358dcfa8da;uuid is 'da73d320-d386-47c5-bd40-f598f0934da6';bid_timestamp is '2025-01-17 4:05:54';device_id is 'b9daea92-a47a-4e35-8f21-c3358dcfa8da';biddate is '2025-01-17';country is 'USA';app is 'net.wooga.junes_journey_hidden_object_mystery_game';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.31403315436423;target_cpi is 7.73672569247116;campaign is 57948;creative_id is 228773;session_duration is 0 ;seller_name is 'Wooga';seller_id is 671;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 27.894736;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 144 ;time_since_impression is 44445 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.15;prior_theme_impressions_count is 144;prior_tag_clicks_count is 57 ;time_since_click is '44422';hour is '2025-01-17 04:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '26 sessions in app 'com.blackout.backgammon', 902 ad_requests with mean bid_floor 9.1, 1 impressions of adomain 'amazon.com' with mean price 3.4, 1 impressions of adomain 'tiktok.com' with mean price 2.9; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.5; 8 sessions in app 'com.fabulous.security', 10 ad_requests with mean bid_floor 0.8; 2 sessions in app 'com.fiogonia.spades', 7 ad_requests with mean bid_floor 2.2; 69 sessions in app 'com.fugo.wow', 38600 ad_requests with mean bid_floor 7.4, 2 impressions of adomain 'acfb.org' with mean price 2.6, 1 impressions of adomain 'alignprobiotics.com' with mean price 3.1, 3 impressions of adomain 'amazon.com' with mean price 1.7, 1 impressions of adomain 'aspercreme.com' with mean price 0.5, 3 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'babybel.com' with mean price 1.1, 2 impressions of adomain 'bgfoods.com' with mean price 0.7, 1 impressions of adomain 'bimzelx.com' with mean price 0.6, 25 impressions of adomain 'bk.com' with mean price 0.7, 10 impressions of adomain 'bluebuffalo.com' with mean price 5.1, 2 impressions of adomain 'brukinsa.com' with mean price 0.9, 1 impressions of adomain 'charmin.com' with mean price 2.5, 1 impressions of adomain 'chumbacasino.com' with mean price 0.3, 2 impressions of adomain 'cisecurity.org' with mean price 2.1, 2 impressions of adomain 'clorox.com' with mean price 0.7, 1 impressions of adomain 'coastalridge.com' with mean price 0.8, 7 impressions of adomain 'connectionsacademy.com' with mean price 3.5, 1 impressions of adomain 'depend.com' with mean price 0.9, 2 impressions of adomain 'direxioninvestments.com' with mean price 3.3, 2 impressions of adomain 'discover.com' with mean price 2.5, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.6, 1 impressions of adomain 'dupixent.com' with mean price 1.6, 1 impressions of adomain 'eatandys.com' with mean price 0.6, 4 impressions of adomain 'enhertu.com' with mean price 0.4, 2 clicks of adomain 'enterpriseholdings.com', 2 impressions of adomain 'enterpriseholdings.com' with mean price 4.6, 2 impressions of adomain 'fooddepot.com' with mean price 0.6, 1 impressions of adomain 'globalpoker.com' with mean price 1.3, 2 impressions of adomain 'gnc.com' with mean price 0.7, 1 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'goodnites.com' with mean price 0.4, 7 impressions of adomain 'healthwellnessjournal.com' with mean price 2.2, 1 clicks of adomain 'healthwellnessjournal.com', 6 impressions of adomain 'huggies.com' with mean price 0.4, 1 impressions of adomain 'icyhot.com' with mean price 0.5, 2 impressions of adomain 'instacart.com' with mean price 4.5, 1 impressions of adomain 'intuit.com' with mean price 1.0, 4 impressions of adomain 'kelloggs.com' with mean price 0.9, 5 impressions of adomain 'kevzara.com' with mean price 1.4, 1 impressions of adomain 'loveyourmindtoday.org' with mean price 4.0, 1 clicks of adomain 'loveyourmindtoday.org', 1 impressions of adomain 'lowes.com' with mean price 1.4, 5 impressions of adomain 'lundbeck.com' with mean price 0.8, 3 impressions of adomain 'metamucil.com' with mean price 3.9, 1 impressions of adomain 'mgmresorts.com' with mean price 1.3, 3 impressions of adomain 'modelousa.com' with mean price 0.4, 1 impressions of adomain 'moen.com' with mean price 7.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 2 impressions of adomain 'nationalgeographic.org' with mean price 5.7, 1 impressions of adomain 'nativecos.com' with mean price 3.2, 1 clicks of adomain 'nativecos.com', 1 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 10.0, 1 clicks of adomain 'newpub.co', 14 clicks of adomain 'newpub.co/spades', 17 impressions of adomain 'newpub.co/spades' with mean price 2.7, 1 impressions of adomain 'no7beauty.com' with mean price 0.6, 1 impressions of adomain 'offer.groundedfootwear.co' with mean price 1.2, 2 impressions of adomain 'olay.com' with mean price 2.7, 1 impressions of adomain 'oldspice.com' with mean price 0.4, 1 impressions of adomain 'pampers.com' with mean price 1.8, 1 impressions of adomain 'paypal.com' with mean price 1.9, 1 impressions of adomain 'philips.com' with mean price 0.9, 2 impressions of adomain 'planetsmoothie.com' with mean price 0.9, 1 impressions of adomain 'playtika.com' with mean price 1.4, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.9, 1 clicks of adomain 'premierwellnesspicks.com', 2 impressions of adomain 'puffs.com' with mean price 2.1, 1 impressions of adomain 'pura.com' with mean price 0.3, 1 impressions of adomain 'rocklynhomes.com' with mean price 1.6, 6 impressions of adomain 'samsclub.com' with mean price 0.7, 2 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scanaenergy.com' with mean price 6.9, 1 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.4, 3 impressions of adomain 'subaru.com' with mean price 3.3, 3 impressions of adomain 'subwayfranchise.com' with mean price 1.3, 1 clicks of adomain 'takeda.com', 4 impressions of adomain 'takeda.com' with mean price 1.9, 1 clicks of adomain 'tampax.com', 1 impressions of adomain 'tampax.com' with mean price 6.0, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 4 impressions of adomain 'thetradedesk.com' with mean price 4.3, 3 impressions of adomain 'top101lifehacks.com' with mean price 1.9, 1 clicks of adomain 'top101lifehacks.com', 2 impressions of adomain 'ubykotex.com' with mean price 0.9, 3 impressions of adomain 'vicks.com' with mean price 1.8, 26 impressions of adomain 'walmart.com' with mean price 0.9, 1 impressions of adomain 'waterpik.com' with mean price 1.1, 2 impressions of adomain 'whitecastle.com' with mean price 0.8, 3 impressions of adomain 'wildernessatthesmokies.com' with mean price 2.2, 1 clicks of adomain 'wildernessatthesmokies.com', 1 impressions of adomain 'xifaxan.com' with mean price 0.8; 3 sessions in app 'com.handmark.expressweather', 6 ad_requests with mean bid_floor 54.6; 55 sessions in app 'com.mobilityware.GinRummySolitaire', 7659 ad_requests with mean bid_floor 12.4, 6 clicks of adomain '5252slot.com', 10 impressions of adomain '5252slot.com' with mean price 0.8, 6 impressions of adomain 'bagborroworsteal.com' with mean price 0.8, 1 impressions of adomain 'best5autoinsurance.com' with mean price 0.7, 12 impressions of adomain 'bestbuy.com' with mean price 3.0, 3 clicks of adomain 'bestbuy.com', 1 impressions of adomain 'boostyourdog.com' with mean price 0.7, 1 clicks of adomain 'boostyourdog.com', 3 clicks of adomain 'brilliantearth.com', 5 impressions of adomain 'brilliantearth.com' with mean price 0.7, 1 impressions of adomain 'chitaliving.com' with mean price 0.7, 1 impressions of adomain 'controlweedsnotfarming.com' with mean price 1.0, 1 impressions of adomain 'direxioninvestments.com' with mean price 0.9, 7 impressions of adomain 'discoversouthcarolina.com' with mean price 1.3, 2 clicks of adomain 'eurail.com', 3 impressions of adomain 'eurail.com' with mean price 0.7, 1 clicks of adomain 'fiverr.com', 15 impressions of adomain 'fiverr.com' with mean price 1.4, 6 impressions of adomain 'floorcoveringsinternational.com' with mean price 1.3, 1 clicks of adomain 'funko.com', 2 impressions of adomain 'funko.com' with mean price 1.5, 1 impressions of adomain 'galderma.com' with mean price 0.7, 5 impressions of adomain 'georgiapower.com' with mean price 1.1, 1 impressions of adomain 'getquip.com' with mean price 0.9, 2 impressions of adomain 'hawkhunting.com' with mean price 1.6, 5 impressions of adomain 'healthwellnessjournal.com' with mean price 0.7, 2 impressions of adomain 'marriott.com' with mean price 1.0, 6 impressions of adomain 'mars.com' with mean price 0.9, 1 clicks of adomain 'mars.com', 1 impressions of adomain 'mhitpoker.com' with mean price 0.5, 1 clicks of adomain 'mhitpoker.com', 1 impressions of adomain 'mondelezinternational.com' with mean price 1.0, 1 impressions of adomain 'nationalgeographic.org' with mean price 1.1, 5 impressions of adomain 'nestle-watersna.com' with mean price 1.1, 5 impressions of adomain 'newpub.co/spades' with mean price 1.6, 3 clicks of adomain 'newpub.co/spades', 4 clicks of adomain 'pinterest.com', 5 impressions of adomain 'pinterest.com' with mean price 0.9, 2 impressions of adomain 'pluto.tv' with mean price 1.2, 2 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'psacard.com' with mean price 3.1, 1 impressions of adomain 'radiantateveryage.com' with mean price 1.1, 2 impressions of adomain 'samsung.com' with mean price 0.6, 2 impressions of adomain 'scientificgames.com' with mean price 0.9, 1 impressions of adomain 'snugglemeorganic.com' with mean price 0.5, 2 clicks of adomain 'squareup.com', 2 impressions of adomain 'squareup.com' with mean price 0.5, 8 impressions of adomain 'subaru.com' with mean price 1.6, 5 impressions of adomain 'super-savings-online.com' with mean price 0.7, 3 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 0.6, 1 impressions of adomain 'thepointsguy.com' with mean price 1.0, 2 impressions of adomain 'tiktok.com' with mean price 5.8, 1 impressions of adomain 'truecitrus.com' with mean price 1.1, 1 impressions of adomain 'tubitv.com' with mean price 1.1, 1 clicks of adomain 'tubitv.com', 13 impressions of adomain 'ulta.com' with mean price 1.7, 1 clicks of adomain 'ulta.com', 2 impressions of adomain 'va.gov' with mean price 1.4, 4 impressions of adomain 'wellnessguide104.com' with mean price 1.1, 2 impressions of adomain 'www2.americamorningsupply.com' with mean price 1.3, 1 clicks of adomain 'zenbloomlife.com', 2 impressions of adomain 'zenbloomlife.com' with mean price 0.6; 90 sessions in app 'com.mobilityware.Spades', 17463 ad_requests with mean bid_floor 10.1, 5 clicks of adomain '5252slot.com', 6 impressions of adomain '5252slot.com' with mean price 1.3, 1 impressions of adomain 'aeromexico.com' with mean price 1.1, 4 clicks of adomain 'applebees.com', 35 impressions of adomain 'applebees.com' with mean price 1.7, 1 impressions of adomain 'articles.comparisons.org' with mean price 1.0, 16 clicks of adomain 'bagborroworsteal.com', 46 impressions of adomain 'bagborroworsteal.com' with mean price 0.9, 9 impressions of adomain 'best5autoinsurance.com' with mean price 0.9, 20 clicks of adomain 'bestbuy.com', 69 impressions of adomain 'bestbuy.com' with mean price 4.5, 1 clicks of adomain 'bigautosavings.com', 2 impressions of adomain 'bigautosavings.com' with mean price 1.5, 4 impressions of adomain 'brilliantearth.com' with mean price 0.8, 3 clicks of adomain 'brilliantearth.com', 1 impressions of adomain 'bushbeans.com' with mean price 1.6, 2 impressions of adomain 'chitaliving.com' with mean price 1.1, 1 clicks of adomain 'chitaliving.com', 1 impressions of adomain 'cricketwireless.com' with mean price 1.3, 1 impressions of adomain 'cvs.com' with mean price 0.8, 1 impressions of adomain 'deepindiankitchen.com' with mean price 1.3, 3 impressions of adomain 'discoversouthcarolina.com' with mean price 2.3, 9 impressions of adomain 'facebook.com' with mean price 6.4, 6 clicks of adomain 'fiverr.com', 36 impressions of adomain 'fiverr.com' with mean price 1.8, 1 impressions of adomain 'flextv' with mean price 1.2, 1 clicks of adomain 'flextv', 2 impressions of adomain 'georgiapower.com' with mean price 2.1, 1 impressions of adomain 'ghh.com' with mean price 1.1, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 1.4, 1 impressions of adomain 'ingrezza.com' with mean price 4.2, 7 impressions of adomain 'lipozem.com' with mean price 1.0, 2 clicks of adomain 'lipozem.com', 1 impressions of adomain 'marriott.com' with mean price 2.3, 16 impressions of adomain 'mars.com' with mean price 1.1, 2 impressions of adomain 'mattressfirm.com' with mean price 1.9, 3 impressions of adomain 'mccormick.com' with mean price 1.8, 1 impressions of adomain 'medishare.com' with mean price 2.0, 1 impressions of adomain 'mhitpoker.com' with mean price 0.7, 1 impressions of adomain 'mondelezinternational.com' with mean price 1.2, 5 impressions of adomain 'nationalgeographic.org' with mean price 1.9, 7 impressions of adomain 'nestle-watersna.com' with mean price 1.7, 3 impressions of adomain 'nurtec.com' with mean price 1.5, 1 clicks of adomain 'oldspice.com', 2 impressions of adomain 'oldspice.com' with mean price 1.6, 2 impressions of adomain 'paxlovid.com' with mean price 0.9, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.9, 39 impressions of adomain 'pfizer.com' with mean price 1.6, 7 impressions of adomain 'pinterest.com' with mean price 0.8, 7 clicks of adomain 'pinterest.com', 2 impressions of adomain 'pluto.tv' with mean price 1.7, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 0.5, 2 impressions of adomain 'psacard.com' with mean price 3.1, 5 impressions of adomain 'publix.com' with mean price 2.9, 1 clicks of adomain 'rivian.com', 27 impressions of adomain 'rivian.com' with mean price 3.8, 3 impressions of adomain 'rrpartners.com' with mean price 2.6, 1 impressions of adomain 'salesforce.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 1.7, 1 impressions of adomain 'scanaenergy.com' with mean price 6.9, 1 impressions of adomain 'scientificgames.com' with mean price 1.0, 1 clicks of adomain 'scientificgames.com', 1 impressions of adomain 'snowshoemtn.com' with mean price 1.6, 10 impressions of adomain 'subaru.com' with mean price 1.2, 2 impressions of adomain 'super-savings-online.com' with mean price 1.3, 1 impressions of adomain 'takeda.com' with mean price 1.3, 1 clicks of adomain 'takeda.com', 3 clicks of adomain 'tech.pokergaga.net', 3 impressions of adomain 'tech.pokergaga.net' with mean price 0.9, 1 impressions of adomain 'thelibreinitiative.com' with mean price 0.8, 1 impressions of adomain 'thepointsguy.com' with mean price 1.0, 1 impressions of adomain 'traveltexas.com' with mean price 1.3, 1 clicks of adomain 'tubitv.com', 2 impressions of adomain 'tubitv.com' with mean price 0.7, 3 impressions of adomain 'ubykotex.com' with mean price 1.3, 3 impressions of adomain 'understood.org' with mean price 2.6, 1 clicks of adomain 'vicks.com', 2 impressions of adomain 'vicks.com' with mean price 1.5, 1 impressions of adomain 'walkersgameear.com' with mean price 1.0, 1 impressions of adomain 'wellnessguide103.com' with mean price 1.1, 2 impressions of adomain 'wellnessguide104.com' with mean price 0.7, 1 clicks of adomain 'wellnessguide104.com', 1 impressions of adomain 'whitecastle.com' with mean price 1.1, 1 clicks of adomain 'www3.bevhillsmd.com', 5 impressions of adomain 'www3.bevhillsmd.com' with mean price 0.8; 5 sessions in app 'com.peoplefun.wordcross', 24 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.7; 9 sessions in app 'com.tripledot.woodoku', 66 ad_requests with mean bid_floor 4.9; 199 sessions in app 'com.wooga.pearlsperil', 1521 ad_requests with mean bid_floor 18.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 6.4; 60 sessions in app 'com.zynga.livepoker', 120 ad_requests with mean bid_floor 36.4; 2 sessions in app 'easy.sudoku.puzzle.solver.free', 3 ad_requests with mean bid_floor 10.1; 3 sessions in app 'in.playsimple.tripcross', 8 ad_requests with mean bid_floor 6.8; 26 sessions in app 'in.playsimple.wordtrip', 121 ad_requests with mean bid_floor 18.2; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.9; 95 sessions in app 'net.wooga.junes_journey_hidden_object_mystery_game', 3025 ad_requests with mean bid_floor 35.0, 1 clicks of adomain '', 1 impressions of adomain '' with mean price 2.7, 1 clicks of adomain 'HealthWellnessJournal.com', 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 2.0, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 1.3, 1 impressions of adomain 'super-savings-online.com' with mean price 1.3; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 2 ad_requests with mean bid_floor 12.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 12;channel is 'USA/I/bidmachine/net.wooga.junes_journey_hidden_object_mystery_game/True/671';time_since_click_in_hours is 12;fast_imp_12h is 4;fast_click_2h is 3;rnd is 0.629334045377615;partition is 3703;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'e71b6141-dbcd-4191-aae7-74310d1d9152;uuid is '4161dd15-2ef3-49c6-a919-a06b31d6c314';bid_timestamp is '2025-01-06 17:08:28';device_id is 'e71b6141-dbcd-4191-aae7-74310d1d9152';biddate is '2025-01-06';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 24.3062132718451;target_cpi is 6;campaign is 57795;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 58.609795;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 5489389 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.76;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '5489386';hour is '2025-01-06 17:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.aviagames.mtp.billiards.samsung', 1 ad_requests with mean bid_floor 0.0; 34 sessions in app 'com.abi.busjam.sortpuzzle', 1157 ad_requests with mean bid_floor 5.7, 1 impressions of adomain '7-eleven.com' with mean price 0.6, 507 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'alignprobiotics.com' with mean price 0.4, 14 impressions of adomain 'allstate.com' with mean price 0.2, 1 impressions of adomain 'aloha.com' with mean price 0.2, 1 impressions of adomain 'alverno.edu' with mean price 0.3, 72 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'app.boostr.com' with mean price 0.5, 1 impressions of adomain 'app.dashdramas.com' with mean price 0.0, 1 impressions of adomain 'arkansas.com' with mean price 1.5, 4 impressions of adomain 'armra.com' with mean price 0.1, 4 impressions of adomain 'ashleyfurniture.com' with mean price 0.2, 3 impressions of adomain 'audible.com' with mean price 0.2, 6 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'belbrandsusa.com' with mean price 0.4, 1 impressions of adomain 'belkin.com' with mean price 0.2, 1 impressions of adomain 'betr.app' with mean price 0.0, 1 impressions of adomain 'bgfoods.com' with mean price 0.6, 1 impressions of adomain 'bidease.com' with mean price 0.0, 4 impressions of adomain 'bidease.com_101931' with mean price 0.1, 4 impressions of adomain 'boo.world' with mean price 0.0, 1 impressions of adomain 'businessconnectworld.com' with mean price 0.2, 4 impressions of adomain 'catholiccemeterieschicago.org' with mean price 0.6, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.0, 1 impressions of adomain 'chewy.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.4, 3 impressions of adomain 'clubchampion.com' with mean price 0.3, 1 impressions of adomain 'coach.com' with mean price 0.1, 3 impressions of adomain 'companapetbrands.com' with mean price 1.4, 1 impressions of adomain 'copilot.microsoft.com' with mean price 0.0, 1 impressions of adomain 'crazymaplestudios.com' with mean price 0.0, 1 impressions of adomain 'crest.com' with mean price 0.2, 1 impressions of adomain 'crunch.com' with mean price 0.6, 7 impressions of adomain 'crypto.com' with mean price 0.0, 1 impressions of adomain 'dave.com' with mean price 0.0, 2 impressions of adomain 'depend.com' with mean price 0.4, 4 impressions of adomain 'disneyplus.com' with mean price 0.1, 5 impressions of adomain 'doordash.com' with mean price 0.0, 7 impressions of adomain 'dramabox.com' with mean price 0.0, 3 impressions of adomain 'dyson.com' with mean price 0.1, 5 impressions of adomain 'earthrated.com' with mean price 0.2, 3 impressions of adomain 'elanco.us' with mean price 0.2, 6 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 clicks of adomain 'espnbet.com', 14 impressions of adomain 'espnbet.com' with mean price 0.7, 5 impressions of adomain 'farmprogress.com' with mean price 0.4, 2 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'fourwindscasino.com' with mean price 0.9, 2 impressions of adomain 'gaiam.com' with mean price 0.2, 2 impressions of adomain 'galderma.com' with mean price 0.2, 1 impressions of adomain 'gardenoflife.com' with mean price 0.1, 3 impressions of adomain 'gatorade.com' with mean price 0.2, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'ghirardelli.com' with mean price 0.1, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'gimmesnacks.com' with mean price 0.1, 2 impressions of adomain 'giovanniranausa.com' with mean price 0.3, 13 impressions of adomain 'goldbond.com' with mean price 0.4, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 7 impressions of adomain 'google.com' with mean price 0.2, 3 impressions of adomain 'governorofpoker.com' with mean price 0.0, 1 impressions of adomain 'grainger.com' with mean price 0.5, 9 impressions of adomain 'gurugame.ai' with mean price 0.0, 4 impressions of adomain 'haleon.com' with mean price 0.2, 11 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 impressions of adomain 'hologic.com' with mean price 1.3, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 1 impressions of adomain 'honest.com' with mean price 0.2, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.6, 10 impressions of adomain 'iheart.com' with mean price 0.0, 6 impressions of adomain 'illinoislottery.com' with mean price 0.0, 1 impressions of adomain 'innogames.com' with mean price 0.0, 5 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'interstatebatteries.com' with mean price 0.7, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'jewelosco.com' with mean price 0.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kao.com' with mean price 0.2, 5 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.3, 1 impressions of adomain 'kindsnacks.com' with mean price 0.4, 1 impressions of adomain 'landolakesinc.com' with mean price 0.3, 11 impressions of adomain 'learnings.ai' with mean price 0.1, 4 impressions of adomain 'lenovo.com' with mean price 0.1, 2 impressions of adomain 'magairports.com' with mean price 0.0, 1 impressions of adomain 'marianos.com' with mean price 0.1, 2 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'mazdausa.com' with mean price 0.7, 6 impressions of adomain 'mccormick.com' with mean price 0.3, 50 impressions of adomain 'mcdonalds.com' with mean price 0.3, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'meijer.com' with mean price 0.1, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 8 impressions of adomain 'milkbone.com' with mean price 0.2, 4 impressions of adomain 'mistplay.com' with mean price 0.0, 14 impressions of adomain 'mobilityware.com' with mean price 0.0, 24 impressions of adomain 'mondelezinternational.com' with mean price 0.1, 2 impressions of adomain 'monopoly-poker.com' with mean price 0.0, 3 impressions of adomain 'mynuface.com' with mean price 0.2, 3 impressions of adomain 'neilmed.com' with mean price 0.3, 1 impressions of adomain 'nestleusa.com' with mean price 0.1, 5 impressions of adomain 'nfl.rivals.game' with mean price 0.0, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 3 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'officedepot.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 2 impressions of adomain 'olly.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 4 impressions of adomain 'openbank.us' with mean price 0.2, 1 impressions of adomain 'openfarmpet.com' with mean price 0.2, 5 impressions of adomain 'orgain.com' with mean price 0.3, 6 impressions of adomain 'otterbox.com' with mean price 0.2, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 6 impressions of adomain 'pandora.com' with mean price 0.0, 12 impressions of adomain 'papaya.com' with mean price 0.2, 46 impressions of adomain 'papayagaming.com' with mean price 0.0, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.0, 3 impressions of adomain 'paulmitchell.com' with mean price 0.3, 2 impressions of adomain 'pg.com' with mean price 11.1, 4 impressions of adomain 'pinterest.com' with mean price 37.5, 3 clicks of adomain 'pinterest.com', 8 impressions of adomain 'playsimple.in' with mean price 0.0, 6 impressions of adomain 'playtika.com' with mean price 0.1, 9 impressions of adomain 'pluto.tv' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'priceline.com' with mean price 0.0, 8 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'rangeusa.com' with mean price 0.3, 1 impressions of adomain 'reckitt.com' with mean price 0.3, 1 impressions of adomain 'redbull.com' with mean price 0.2, 7 impressions of adomain 'riverscasino.com' with mean price 1.0, 14 impressions of adomain 'roblox.com' with mean price 0.0, 11 impressions of adomain 'royalcanin.com' with mean price 0.2, 2 impressions of adomain 'safeauth.services' with mean price 0.0, 3 impressions of adomain 'samsung.com' with mean price 0.3, 3 impressions of adomain 'sanofi.com' with mean price 0.2, 4 impressions of adomain 'scopely.com' with mean price 0.0, 2 impressions of adomain 'scorewarrior.com' with mean price 0.0, 11 impressions of adomain 'scottbrand.com' with mean price 0.4, 1 impressions of adomain 'seriously.com' with mean price 0.0, 2 impressions of adomain 'skinnydipped.com' with mean price 3.7, 2 impressions of adomain 'sling.com' with mean price 0.3, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 15 impressions of adomain 'solitairecash.com' with mean price 0.4, 1 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'sonysportsnetwork.com' with mean price 0.2, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 5 impressions of adomain 'spectrumretirement.com' with mean price 0.9, 1 impressions of adomain 'speedway.com' with mean price 0.4, 2 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 6 impressions of adomain 'starbucks.com' with mean price 0.3, 14 impressions of adomain 'starfaceworld.ca' with mean price 0.2, 1 impressions of adomain 'subaru.com' with mean price 0.3, 1 impressions of adomain 'sumocitrus.com' with mean price 0.3, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 3 impressions of adomain 'tempursealy.com' with mean price 0.3, 9 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'thehonestkitchen.com' with mean price 1.3, 1 impressions of adomain 'theralogix.com' with mean price 0.2, 1 impressions of adomain 'thermos.com' with mean price 0.2, 9 impressions of adomain 'torani.com' with mean price 0.2, 11 impressions of adomain 'totalwireless.com' with mean price 0.0, 5 impressions of adomain 'ubykotex.com' with mean price 0.4, 3 impressions of adomain 'ugg.com' with mean price 0.2, 20 impressions of adomain 'ulta.com' with mean price 0.0, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.2, 2 impressions of adomain 'victorallen.com' with mean price 0.2, 2 impressions of adomain 'visitfolly.com' with mean price 0.5, 1 impressions of adomain 'visitportugal.com' with mean price 0.3, 42 impressions of adomain 'voqueznapro.com' with mean price 0.3, 3 impressions of adomain 'vytalogy.com' with mean price 0.2, 8 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'whatisshingles.com' with mean price 0.2, 4 impressions of adomain 'wkkellogg.com' with mean price 0.3, 9 impressions of adomain 'wooga.com' with mean price 0.0, 5 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 8 impressions of adomain 'xifaxan.com' with mean price 0.3, 5 impressions of adomain 'xyzal.com' with mean price 0.3, 1 impressions of adomain 'yazio.com' with mean price 0.0, 5 impressions of adomain 'yogiproducts.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.2, 5 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zyrtec.com' with mean price 0.2; 4 sessions in app 'com.aws.android', 0 ad_requests with mean bid_floor 0.0, 1 impressions of adomain 'amazfit.com' with mean price 1.1, 1 impressions of adomain 'marriott.com' with mean price 1.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9; 36 sessions in app 'com.blackout.spades', 3844 ad_requests with mean bid_floor 36.9, 1 impressions of adomain '7-eleven.com' with mean price 0.7, 1 impressions of adomain 'acmeunited.com' with mean price 0.7, 4 impressions of adomain 'amazfit.com' with mean price 0.5, 12 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.4, 1 impressions of adomain 'broadwayinchicago.com' with mean price 0.7, 2 impressions of adomain 'checkout51.com' with mean price 0.4, 1 impressions of adomain 'clorox.com' with mean price 0.5, 4 impressions of adomain 'companapetbrands.com' with mean price 3.1, 4 impressions of adomain 'covergirl.com' with mean price 0.3, 2 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'doggiedailies.com' with mean price 0.5, 2 impressions of adomain 'dyson.com' with mean price 0.3, 2 impressions of adomain 'galderma.com' with mean price 0.5, 4 impressions of adomain 'hillspet.com' with mean price 0.5, 3 impressions of adomain 'instagram.com' with mean price 0.4, 1 impressions of adomain 'kimmtrak.com' with mean price 1.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.5, 1 impressions of adomain 'mars.com' with mean price 0.5, 1 impressions of adomain 'neutrogena.com' with mean price 0.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.4, 3 impressions of adomain 'ozempic.com' with mean price 2.0, 1 impressions of adomain 'petmate.com' with mean price 0.8, 1 impressions of adomain 'prestigebrands.com' with mean price 0.7, 1 impressions of adomain 'puredailycare.com' with mean price 0.5, 2 impressions of adomain 'republicoftea.com' with mean price 1.4, 3 impressions of adomain 'samhsa.gov' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'starfaceworld.ca' with mean price 1.8, 1 impressions of adomain 'strivectin.com' with mean price 0.5, 1 impressions of adomain 'walmart.com' with mean price 0.4, 6 impressions of adomain 'wellnesspetfood.com' with mean price 0.7, 1 clicks of adomain 'yogiproducts.com', 5 impressions of adomain 'yogiproducts.com' with mean price 0.7, 2 impressions of adomain 'zquiet.com' with mean price 0.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.wood.nut.and.bolts.puzzle', 8 ad_requests with mean bid_floor 2.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 9.3; 65 sessions in app 'relax.sleep.relaxation.sleepingsounds', 198 ad_requests with mean bid_floor 21.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1524;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1525;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.21710699197745;partition is 2677;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '1d712890-9b80-431a-9914-940f4cf1ea04;uuid is '46b5447d-fe9a-46a5-9386-a3eb0fec62ba';bid_timestamp is '2024-12-25 4:44:19';device_id is '1d712890-9b80-431a-9914-940f4cf1ea04';biddate is '2024-12-25';country is 'USA';app is 'com.euchre.solitaire.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 13.9079618089005;target_cpi is 3.98746552792103;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 8.4906 ;min_floor is 8.4906 ;bidmachine_placement_value is 40.423729;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 93086 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.96;prior_theme_impressions_count is 17;prior_tag_clicks_count is 6 ;time_since_click is '178530';hour is '2024-12-25 04:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'alldocu.reader.pdf.reader', 13 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.ahmedev.collect.healthy.food', 35 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.blackout.gin', 312 ad_requests with mean bid_floor 6.5, 1 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.3; 6 sessions in app 'com.blackout.spades', 1219 ad_requests with mean bid_floor 33.2, 1 impressions of adomain 'checkout51.com' with mean price 0.3, 1 impressions of adomain 'hsbc.com' with mean price 0.4, 2 impressions of adomain 'medscape.org' with mean price 1.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 2 impressions of adomain 'newpub.co/spades' with mean price 26.6; 1 sessions in app 'com.blast17.fruitdc', 37 ad_requests with mean bid_floor 5.2; 23 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 5582 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'commonspirit.org' with mean price 1.7, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 1.1, 1 impressions of adomain 'mobilesafetytech.com' with mean price 1.7, 1 impressions of adomain 'newpub.co/spades' with mean price 10.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.8; 8 sessions in app 'com.fbig.spades', 201 ad_requests with mean bid_floor 4.0; 78 sessions in app 'com.filemanager.quickly.mster', 2333 ad_requests with mean bid_floor 5.2; 15 sessions in app 'com.fileorganizer.cabinet.efficient', 314 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.kidultlovin.royalsolitaire', 1 ad_requests with mean bid_floor 10.3; 16 sessions in app 'com.newpubco.spades', 1333 ad_requests with mean bid_floor 6.7, 1 impressions of adomain 'admile.com' with mean price 0.4, 4 impressions of adomain 'anteriad.com' with mean price 0.4, 3 impressions of adomain 'beiersdorf.com' with mean price 0.6, 1 impressions of adomain 'bhsusa.com' with mean price 0.3, 2 impressions of adomain 'bonadio.com' with mean price 1.1, 6 impressions of adomain 'britishairways.com' with mean price 0.5, 1 impressions of adomain 'brookfieldproperties.com' with mean price 0.6, 1 impressions of adomain 'brothersplumbing.com' with mean price 1.3, 1 impressions of adomain 'cargill.com' with mean price 0.5, 1 impressions of adomain 'casinonemacolin.com' with mean price 0.4, 11 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 2 impressions of adomain 'crest.com' with mean price 0.6, 2 impressions of adomain 'dairyqueen.com' with mean price 0.7, 1 impressions of adomain 'danone.com' with mean price 0.4, 4 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'edgeparkcgm.com' with mean price 1.7, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 2 impressions of adomain 'emergencydentistnyc.com' with mean price 0.4, 1 impressions of adomain 'facebook.com' with mean price 0.2, 1 impressions of adomain 'familydollar.com' with mean price 0.3, 1 impressions of adomain 'goodnites.com' with mean price 1.0, 7 impressions of adomain 'hhs.gov' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.3, 2 impressions of adomain 'johnsonville.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'kfc.com' with mean price 0.3, 3 impressions of adomain 'kitchenaid.com' with mean price 0.2, 2 impressions of adomain 'lexialearning.com' with mean price 2.2, 1 impressions of adomain 'mccormick.com' with mean price 0.7, 1 impressions of adomain 'medscape.org' with mean price 2.1, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 6.1, 1 impressions of adomain 'metamucil.com' with mean price 0.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 3 impressions of adomain 'nutella.com' with mean price 0.8, 1 impressions of adomain 'odysseybattery.com' with mean price 0.5, 1 impressions of adomain 'odysseystudios.com' with mean price 0.3, 4 impressions of adomain 'olay.com' with mean price 0.3, 30 impressions of adomain 'paramountplus.com' with mean price 0.4, 16 impressions of adomain 'paxlovid.com' with mean price 1.1, 4 impressions of adomain 'paypal.com' with mean price 0.8, 4 impressions of adomain 'petco.com' with mean price 0.8, 3 impressions of adomain 'pfizer.com' with mean price 0.8, 7 impressions of adomain 'pmi.com' with mean price 0.7, 1 impressions of adomain 'samhsa.gov' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.3, 2 impressions of adomain 'starbucks.com' with mean price 0.5, 4 impressions of adomain 'subaru.com' with mean price 0.3, 2 impressions of adomain 'taipeifood.com' with mean price 0.8, 1 impressions of adomain 'threecountyvw.com' with mean price 1.9, 1 impressions of adomain 'tiktok.com' with mean price 2.4, 4 impressions of adomain 'vicks.com' with mean price 0.5, 2 impressions of adomain 'voltaren.com' with mean price 0.4, 1 impressions of adomain 'wakefern.com' with mean price 0.4; 6 sessions in app 'com.peoplefun.wordcross', 54 ad_requests with mean bid_floor 7.2; 264 sessions in app 'com.quickmark.qrscanmachine', 181185 ad_requests with mean bid_floor 23.7; 1 sessions in app 'com.spaceclean.quickcleaner', 6 ad_requests with mean bid_floor 4.4; 53 sessions in app 'com.stridecounter.stepcalculation', 9885 ad_requests with mean bid_floor 18.1; 1 sessions in app 'com.tripledot.solitaire', 3 ad_requests with mean bid_floor 2.1; 7 sessions in app 'com.tripledot.spades', 222 ad_requests with mean bid_floor 29.9, 3 impressions of adomain 'beiersdorf.com' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.6, 4 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2; 11 sessions in app 'com.tripledot.woodoku', 66 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 9.3; 2 sessions in app 'com.youchen.SubmarineSangerArea', 125 ad_requests with mean bid_floor 9.9; 3 sessions in app 'in.playsimple.wordtrip', 27 ad_requests with mean bid_floor 10.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.euchre.solitaire.plus.offline.free.card.games/False/482';time_since_click_in_hours is 50;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.894222634305602;partition is 3241;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_100k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'da38b1ad-f3b7-4b09-ba41-a3784004ca88';bid_timestamp is '2025-01-01 21:48:25';device_id is '7bd8086a-6ea8-4c63-9029-85ff72cb9b1f';biddate is '2025-01-01';country is 'USA';app is 'nl.peercode.allergydiary';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 2.54900811583771;target_cpi is 1.52118557582665;campaign is 57661;creative_id is 229286;session_duration is 59 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-01 21:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/nl.peercode.allergydiary/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.165862397923013;partition is 1764;segments is ['com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'bb85ab5d-d85c-40c1-817e-cb7dd5c2ccf4;uuid is 'fd95a7dd-9f11-41f7-96d9-dc88acef1e3c';bid_timestamp is '2025-01-14 2:54:03';device_id is 'bb85ab5d-d85c-40c1-817e-cb7dd5c2ccf4';biddate is '2025-01-14';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 9.91418373455467;target_cpi is 13.5163451598989;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 26.5;placement_historical_value is 8.469805;third_party_bid_price is ;prior_tag_impressions_count is 39 ;time_since_impression is 11968 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.89;prior_theme_impressions_count is 39;prior_tag_clicks_count is 25 ;time_since_click is '11968';hour is '2025-01-14 02:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.bigc.daily.jigsaw.puzzles', 6 ad_requests with mean bid_floor 17.7, 2 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'goya.com' with mean price 1.0, 1 impressions of adomain 'homemarketfoods.com' with mean price 1.7, 3 impressions of adomain 'ruizfoods.com' with mean price 1.4, 1 impressions of adomain 'walgreens.com' with mean price 1.0; 4 sessions in app 'com.block.game.jigsaw.puzzles', 465 ad_requests with mean bid_floor 31.2; 16 sessions in app 'com.dream.home.happy.art.jigsaw.puzzle.free.game', 117 ad_requests with mean bid_floor 0.6, 2 impressions of adomain 'auto.everquote.com' with mean price 0.1, 2 impressions of adomain 'billrappsubaru.com' with mean price 0.7, 1 impressions of adomain 'cayugalandscape.com' with mean price 1.1, 1 impressions of adomain 'cdw.com' with mean price 0.9, 2 impressions of adomain 'dc.gov' with mean price 0.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'geostabilization.com' with mean price 0.8, 3 impressions of adomain 'golaundryman.com' with mean price 0.7, 1 impressions of adomain 'goya.com' with mean price 1.2, 1 impressions of adomain 'hickorygroveapartments.com' with mean price 0.4, 1 impressions of adomain 'pinckneyhugo.com' with mean price 0.4, 1 impressions of adomain 'prosperitybankusa.com' with mean price 0.3, 1 impressions of adomain 'romanocars.com' with mean price 0.5, 2 impressions of adomain 'ruizfoods.com' with mean price 1.3, 1 impressions of adomain 'sitmeanssit.com' with mean price 0.6, 1 impressions of adomain 'solosyracuse.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.mmm', 29 ad_requests with mean bid_floor 60.3; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 1.8; 3 sessions in app 'com.fugo.solitaire.tripeaks', 118 ad_requests with mean bid_floor 13.3, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ads.netapop.com' with mean price 0.2, 3 impressions of adomain 'synthroid.com' with mean price 0.2; 1 sessions in app 'com.funcraft.whamzee', 55 ad_requests with mean bid_floor 87.4, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 2 impressions of adomain 'scottbrand.com' with mean price 0.1; 3 sessions in app 'com.gamincat.jigsort', 19 ad_requests with mean bid_floor 11.6, 3 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'barillagroup.com' with mean price 0.1, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'pepcid.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 3 impressions of adomain 'ruizfoods.com' with mean price 0.2, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 2 impressions of adomain 'solocup.com' with mean price 0.1; 1 sessions in app 'com.gpscamera.timestamp.photolocation.geotag.gpsmapcamera', 1 ad_requests with mean bid_floor 125.9; 3 sessions in app 'com.hkjiuqu.motormaster3d', 93 ad_requests with mean bid_floor 14.8; 3 sessions in app 'com.lejia.icolorcoin', 201 ad_requests with mean bid_floor 14.2; 2 sessions in app 'com.lmc.iueryiubjkfff', 16 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.mobilityware.CastleSolitaire', 104 ad_requests with mean bid_floor 5.7, 2 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'goya.com' with mean price 0.3, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 4.5, 1 impressions of adomain 'ny.gov' with mean price 0.3, 1 impressions of adomain 'ruizfoods.com' with mean price 0.5, 1 impressions of adomain 'theahl.com' with mean price 0.3; 1 sessions in app 'com.mobilityware.CrazyEights', 34 ad_requests with mean bid_floor 33.1; 1 sessions in app 'com.mobilityware.Hearts', 25 ad_requests with mean bid_floor 15.9; 17 sessions in app 'com.mounthorse.travelmatch', 593 ad_requests with mean bid_floor 5.6, 2 impressions of adomain '1000bulbs.com' with mean price 14.9, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 8.0; 1 sessions in app 'com.nar.dreamdesign', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.oakever.tiletrip', 64 ad_requests with mean bid_floor 46.1; 9 sessions in app 'com.olleyo.piggy.king.free', 19 ad_requests with mean bid_floor 1.9; 1 sessions in app 'com.ow.farmescape', 14 ad_requests with mean bid_floor 1.9; 3 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 5.7; 44 sessions in app 'com.peoplefun.wordsolitaire', 1445 ad_requests with mean bid_floor 3.1, 1 impressions of adomain 'about' with mean price 0.0, 7 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'audible.com' with mean price 0.0, 3 impressions of adomain 'barillagroup.com' with mean price 0.2, 1 impressions of adomain 'bidease.com' with mean price 0.0, 1 impressions of adomain 'bimbousa.com' with mean price 0.5, 1 impressions of adomain 'breakingnewsbrief.com' with mean price 0.0, 2 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'coca-cola.com' with mean price 0.1, 1 impressions of adomain 'communityfirstfl.org' with mean price 0.0, 14 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'enaecogoods.com' with mean price 0.1, 1 impressions of adomain 'epson.com' with mean price 0.0, 95 impressions of adomain 'florastor.com' with mean price 0.1, 1 impressions of adomain 'goodnites.com' with mean price 0.1, 1 impressions of adomain 'gourmetnut.com' with mean price 0.2, 1 impressions of adomain 'goya.com' with mean price 0.3, 4 impressions of adomain 'haleon.com' with mean price 0.6, 5 impressions of adomain 'henkel-northamerica.com' with mean price 0.1, 2 impressions of adomain 'hero.co' with mean price 1.4, 4 impressions of adomain 'huggies.com' with mean price 0.1, 1 impressions of adomain 'jamesalexanderlaw.com' with mean price 0.1, 1 impressions of adomain 'kashkick.com' with mean price 0.0, 2 impressions of adomain 'kellanova.com' with mean price 1.2, 2 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 4 impressions of adomain 'lakeviewfarms.com' with mean price 0.2, 2 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'naturalflowsupplements.com' with mean price 0.1, 6 impressions of adomain 'newpub.co' with mean price 8.0, 6 clicks of adomain 'newpub.co', 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'pepcid.com' with mean price 2.3, 3 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'playtika.com' with mean price 0.0, 3 impressions of adomain 'poise.com' with mean price 0.1, 1 impressions of adomain 'roblox.com' with mean price 0.0, 10 impressions of adomain 'ruizfoods.com' with mean price 0.5, 4 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 6 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'seriously.com' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.0, 5 impressions of adomain 'smartypantsvitamins.com' with mean price 0.1, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.1, 3 impressions of adomain 'smuckers.com' with mean price 0.2, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 3 impressions of adomain 'solocup.com' with mean price 0.1, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.6, 1 impressions of adomain 'sunyocc.edu' with mean price 1.1, 1 impressions of adomain 'sweetlorens.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 4 impressions of adomain 'theahl.com' with mean price 0.2, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.2, 2 impressions of adomain 'walgreens.com' with mean price 0.1, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 8.1; 158 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 11981 ad_requests with mean bid_floor 12.9, 2 impressions of adomain '1000bulbs.com' with mean price 12.2, 1 clicks of adomain 'bbumgames.com', 1 impressions of adomain 'bbumgames.com' with mean price 5.4, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 5.5, 5 impressions of adomain 'mhitpoker.com' with mean price 5.7, 2 impressions of adomain 'newpub.co' with mean price 7.7, 7 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 10.2, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 8.0, 1 impressions of adomain 'parking3d.gurugame.ai' with mean price 5.2, 2 impressions of adomain 'peppermint-lips.com' with mean price 7.4, 3 impressions of adomain 'tech.pokergaga.net' with mean price 6.2, 1 impressions of adomain 'weather.com' with mean price 10.7; 1 sessions in app 'com.triple.match3d.goods.puzzle.games', 14 ad_requests with mean bid_floor 1.3; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.5; 5 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 9.2; 1 sessions in app 'com.trivia.star.android', 19 ad_requests with mean bid_floor 117.0; 1 sessions in app 'com.unicostudio.popularwords', 17 ad_requests with mean bid_floor 1.8; 18 sessions in app 'com.vitastudio.senior.jigsaw', 507 ad_requests with mean bid_floor 28.6, 6 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'billrappsubaru.com' with mean price 0.9, 1 impressions of adomain 'cleanandclear.com' with mean price 0.4, 2 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'crownlaboratories.com' with mean price 0.4, 1 impressions of adomain 'dc.gov' with mean price 0.8, 30 impressions of adomain 'disneyplus.com' with mean price 0.2, 2 impressions of adomain 'golaundryman.com' with mean price 1.1, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.6, 4 impressions of adomain 'lambsivy.com' with mean price 0.3, 1 impressions of adomain 'mcclurgteam.com' with mean price 1.1, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'ondemand.labcorp.com' with mean price 1.6, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 8 impressions of adomain 'smartypantsvitamins.com' with mean price 0.6, 1 impressions of adomain 'solvaybank.com' with mean price 0.3, 1 impressions of adomain 'tailorbuiltstructures.com' with mean price 1.1, 1 impressions of adomain 'toyota.com' with mean price 0.2, 1 impressions of adomain 'verticon.org' with mean price 1.8, 1 impressions of adomain 'victoryatsyracuse.com' with mean price 1.3, 1 impressions of adomain 'vytalogy.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 235 sessions in app 'com.vitastudio.spider', 20472 ad_requests with mean bid_floor 61.7, 1 impressions of adomain '7-eleven.com' with mean price 0.3, 1 impressions of adomain 'acmeunited.com' with mean price 0.3, 19 impressions of adomain 'adidas.com' with mean price 0.1, 2 impressions of adomain 'allergan.com' with mean price 0.2, 90 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'amcplus.com' with mean price 0.2, 1 impressions of adomain 'arlo.com' with mean price 0.5, 1 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 2 impressions of adomain 'autoinsurance.org' with mean price 0.1, 1 impressions of adomain 'bissell.com' with mean price 0.2, 3 impressions of adomain 'brookfieldrenewableus.com' with mean price 0.2, 5 impressions of adomain 'cadillac.com' with mean price 0.1, 1 impressions of adomain 'campbells.com' with mean price 0.1, 38 impressions of adomain 'campingworld.com' with mean price 0.2, 35 impressions of adomain 'cbna.com' with mean price 1.1, 1 impressions of adomain 'cerave.com' with mean price 0.5, 7 impressions of adomain 'chumbacasino.com' with mean price 0.1, 1 clicks of adomain 'chumbacasino.com', 2 impressions of adomain 'cleanenergyfuels.com' with mean price 0.2, 1 impressions of adomain 'cloroxpool.com' with mean price 0.1, 2 impressions of adomain 'covergirl.com' with mean price 0.2, 2 impressions of adomain 'crumblcookies.com' with mean price 0.1, 11 impressions of adomain 'culturelle.com' with mean price 0.2, 1 impressions of adomain 'davines.com' with mean price 0.3, 1 impressions of adomain 'destinyusa.com' with mean price 1.1, 1 impressions of adomain 'dnb.com' with mean price 0.1, 5 impressions of adomain 'doordash.com' with mean price 1.1, 3 impressions of adomain 'dove.com' with mean price 0.2, 2 impressions of adomain 'drinkpoppi.com' with mean price 0.2, 2 impressions of adomain 'dunkinathome.com' with mean price 0.1, 6 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'energizer.com' with mean price 0.5, 1 impressions of adomain 'extclaims.com' with mean price 1.3, 1 impressions of adomain 'federicibrands.com' with mean price 0.3, 1 impressions of adomain 'floradixusa.com' with mean price 0.1, 28 impressions of adomain 'florastor.com' with mean price 0.3, 3 impressions of adomain 'frederickwildman.com' with mean price 0.5, 2 impressions of adomain 'galderma.com' with mean price 0.2, 3 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'gelighting.com' with mean price 0.9, 1 impressions of adomain 'globalpoker.com' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.3, 9 impressions of adomain 'grammarly.com' with mean price 0.2, 5 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hellobello.com' with mean price 0.1, 13 impressions of adomain 'honda.com' with mean price 0.1, 4 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'hulu.com' with mean price 0.5, 1 impressions of adomain 'indeed.com' with mean price 0.0, 5 impressions of adomain 'instacart.com' with mean price 0.6, 1 impressions of adomain 'jared.com' with mean price 0.8, 1 impressions of adomain 'johnsonsbaby.com' with mean price 0.2, 2 impressions of adomain 'kay.com' with mean price 0.5, 3 impressions of adomain 'kedplasma.us' with mean price 1.1, 4 impressions of adomain 'lambsivy.com' with mean price 0.3, 1 impressions of adomain 'laroche-posay.us' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 2 impressions of adomain 'mars.com' with mean price 0.1, 1 impressions of adomain 'medline.com' with mean price 0.2, 1 clicks of adomain 'metabolicmaintenance.com', 1 impressions of adomain 'metabolicmaintenance.com' with mean price 10.4, 2 impressions of adomain 'murdochs.com' with mean price 0.7, 1 impressions of adomain 'naturesbakery.com' with mean price 0.1, 45 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 3 impressions of adomain 'neutrogena.com' with mean price 0.3, 14 impressions of adomain 'newpub.co/spades' with mean price 8.6, 7 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nlc.org' with mean price 1.4, 6 impressions of adomain 'nordicnaturals.com' with mean price 0.2, 3 impressions of adomain 'nordictrack.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 2 impressions of adomain 'nurtec.com' with mean price 0.5, 1 impressions of adomain 'olly.com' with mean price 0.1, 5 impressions of adomain 'ondemand.labcorp.com' with mean price 1.7, 2 impressions of adomain 'oneaday.com' with mean price 0.6, 6 impressions of adomain 'operationsmile.org' with mean price 0.2, 2 impressions of adomain 'outdoyesterday.com' with mean price 0.7, 2 impressions of adomain 'patagonia.com' with mean price 0.1, 3 impressions of adomain 'pepsico.com' with mean price 0.2, 1 impressions of adomain 'plannedparenthood.org' with mean price 1.9, 3 impressions of adomain 'pvh.com' with mean price 0.3, 9 impressions of adomain 'romanocars.com' with mean price 0.7, 1 impressions of adomain 'rouvy.com' with mean price 0.1, 2 impressions of adomain 'sanofi.com' with mean price 0.1, 1 impressions of adomain 'santanderus.com' with mean price 0.5, 3 impressions of adomain 'seed.com' with mean price 1.2, 3 impressions of adomain 'sherwin-williams.com' with mean price 0.1, 2 impressions of adomain 'sliding.toys' with mean price 0.2, 5 impressions of adomain 'sling.com' with mean price 0.2, 2 impressions of adomain 'sovereignsilver.com' with mean price 0.1, 3 impressions of adomain 'starz.com' with mean price 0.4, 3 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'theahl.com' with mean price 0.1, 10 impressions of adomain 'thetradedesk.com' with mean price 0.2, 1 impressions of adomain 'tile.com' with mean price 1.1, 1 impressions of adomain 'tiogadowns.com' with mean price 0.6, 1 impressions of adomain 'tozostore.com' with mean price 0.3, 1 impressions of adomain 'tula.com' with mean price 0.1, 1 impressions of adomain 'udot.utah.gov' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 7 impressions of adomain 'upstate.edu' with mean price 1.0, 2 impressions of adomain 'vicks.com' with mean price 0.3, 3 impressions of adomain 'victorallen.com' with mean price 0.2, 2 impressions of adomain 'vytalogy.com' with mean price 0.1, 4 impressions of adomain 'waterwipes.com' with mean price 0.1, 1 impressions of adomain 'wexinc.com' with mean price 0.2, 1 impressions of adomain 'whatisshingles.com' with mean price 0.1, 1 impressions of adomain 'xdemvy.com' with mean price 1.3, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3, 1 impressions of adomain 'zales.com' with mean price 0.8; 3 sessions in app 'com.wordsolitaire.unscramble.word.card.game', 134 ad_requests with mean bid_floor 159.0; 1 sessions in app 'com.xmonetize.quizzland', 21 ad_requests with mean bid_floor 19.7; 1 sessions in app 'com.yolostudio.theimpostor', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 213 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'kay.com' with mean price 0.6, 1 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'pickclickgive.org' with mean price 0.6, 1 impressions of adomain 'ruizfoods.com' with mean price 0.7, 1 impressions of adomain 'upstate.edu' with mean price 0.5; 1 sessions in app 'in.WordSearch.WordBliss', 2 ad_requests with mean bid_floor 5.7; 2 sessions in app 'in.crossy.daily_crossword', 5 ad_requests with mean bid_floor 33.7; 2 sessions in app 'in.daily_puzzle.crossword', 27 ad_requests with mean bid_floor 1.2; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 4.5; 2 sessions in app 'in.playsimple.wordsearch', 4 ad_requests with mean bid_floor 5.0; 22 sessions in app 'in.playsimple.wordtrip', 116 ad_requests with mean bid_floor 12.9; 1 sessions in app 'jigsaw.puzzle.game.banana', 10 ad_requests with mean bid_floor 9.2; 1 sessions in app 'trivia.quiz.trivia.star.millionaire.word.question.offine.game.free', 8 ad_requests with mean bid_floor 39.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 3;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.780288507026951;partition is 1139;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPA(COMPLETE_LEVEL_10)_abdoul_mmp_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '4e4603c2-e6fd-455c-a1ae-586e8d98a61b;uuid is 'ad6192c1-e3dc-418f-bc5d-3f3931f024bb';bid_timestamp is '2025-01-06 8:30:20';device_id is '4e4603c2-e6fd-455c-a1ae-586e8d98a61b';biddate is '2025-01-06';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 12.0201997582365;target_cpi is 2.04552211320302;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 16.783333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 51 ;time_since_impression is 16956729 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.84;prior_theme_impressions_count is 51;prior_tag_clicks_count is 10 ;time_since_click is '16956699';hour is '2025-01-06 08:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '9 sessions in app 'animal.connect.relax.match.puzzle', 509 ad_requests with mean bid_floor 19.9, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'oneaday.com' with mean price 0.2; 4 sessions in app 'com.arcadiastudio.onet.match.puzzle', 147 ad_requests with mean bid_floor 188.2; 24 sessions in app 'com.cqgame.app.connecttiles', 531 ad_requests with mean bid_floor 36.5; 32 sessions in app 'com.infiniteworld.solitairefishw2.google', 1304 ad_requests with mean bid_floor 12.9, 1 impressions of adomain '7-eleven.com' with mean price 0.2, 1 impressions of adomain 'alibaba.com' with mean price 0.2, 20 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 3 impressions of adomain 'google.com' with mean price 0.6, 1 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.2, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 9.2, 1 impressions of adomain 'moonactive.com' with mean price 142.6, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.4, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.2; 29 sessions in app 'com.mahjong.op.gp', 567 ad_requests with mean bid_floor 20.5, 3 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'paramountplus.com' with mean price 0.4; 28 sessions in app 'com.mintgames.jack.solitaire', 190 ad_requests with mean bid_floor 28.3; 30 sessions in app 'com.mintgames.solitaire.classic.card.game.free', 641 ad_requests with mean bid_floor 30.6; 3 sessions in app 'com.mobilityware.Spades', 303 ad_requests with mean bid_floor 11.3, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 5.1, 2 impressions of adomain 'tech.pokergaga.net' with mean price 7.4, 5 impressions of adomain 'valottery.com' with mean price 8.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 24 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.ripon.ball.dodge.ballcatch', 28 ad_requests with mean bid_floor 11.6; 16 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 611 ad_requests with mean bid_floor 15.8, 1 impressions of adomain 'chime.com' with mean price 5.8, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 4.6; 2 sessions in app 'com.tripledot.spades', 49 ad_requests with mean bid_floor 20.4, 4 impressions of adomain 'intuit.com' with mean price 0.3, 3 impressions of adomain 'vicks.com' with mean price 0.5; 28 sessions in app 'com.vitastudio.mahjong', 579 ad_requests with mean bid_floor 14.6, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 2 impressions of adomain 'carnival.com' with mean price 0.2, 5 impressions of adomain 'chevrolet.com' with mean price 0.3, 3 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'instacart.com' with mean price 1.2, 1 impressions of adomain 'libtayo.com' with mean price 0.2, 1 impressions of adomain 'navy.com' with mean price 0.1, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'walmart.com' with mean price 0.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1; 30 sessions in app 'com.vitastudio.solitaire', 671 ad_requests with mean bid_floor 20.7, 2 impressions of adomain 'amazon.com' with mean price 1.2, 3 impressions of adomain 'chevrolet.com' with mean price 0.6, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'greenlightnetworks.com' with mean price 0.3, 6 impressions of adomain 'havertys.com' with mean price 0.7, 1 impressions of adomain 'icyhot.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.5, 1 impressions of adomain 'mccormick.com' with mean price 1.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.3, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'nutramaxlabs.com' with mean price 1.2, 1 impressions of adomain 'operationsmile.org' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 3 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'subaru.com' with mean price 0.1, 43 impressions of adomain 'walmart.com' with mean price 1.7; 22 sessions in app 'com.wildcard.classicspades', 433 ad_requests with mean bid_floor 4.0, 3 impressions of adomain 'amazon.com' with mean price 0.4, 13 impressions of adomain 'cox.com' with mean price 0.3, 2 impressions of adomain 'depend.com' with mean price 0.3, 7 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'goodjobgames.com' with mean price 8.6, 1 impressions of adomain 'hometownfoodcompany.com' with mean price 0.7, 1 impressions of adomain 'kellanova.com' with mean price 1.0, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 1.2, 1 impressions of adomain 'myshinytime.biz' with mean price 0.4, 1 impressions of adomain 'pentlyconger.com' with mean price 0.3, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.9, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.2, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'weather.com' with mean price 9.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.8; 9 sessions in app 'com.zg.solitaire.fish2', 71 ad_requests with mean bid_floor 3.8; 3 sessions in app 'linkdesks.classic.solitaire.klondike', 3 ad_requests with mean bid_floor 22.7; 9 sessions in app 'onet.tile.match.puzzle.android', 264 ad_requests with mean bid_floor 16.4, 7 impressions of adomain 'amazon.com' with mean price 0.5; 29 sessions in app 'solitaire.collection.klondike.spider.freecell.tripeaks.pyramid.cardgame', 707 ad_requests with mean bid_floor 32.2; 31 sessions in app 'solitaire.klondike.patience.spider.freecell.card.free.daily', 1830 ad_requests with mean bid_floor 11.5, 13 impressions of adomain 'amazon.com' with mean price 1.1, 1 impressions of adomain 'google.com' with mean price 1.9, 1 impressions of adomain 'paramountplus.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 4710;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 4710;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.21923524976489;partition is 2888;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_10)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'beetles.puzzle.solitaire_apps_embeddings_similarity' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '17b02e48-2351-4ede-97ce-b4a9cb7c7b1c;uuid is '9613dfda-b347-4942-b270-879645827dc1';bid_timestamp is '2024-12-27 20:25:42';device_id is '17b02e48-2351-4ede-97ce-b4a9cb7c7b1c';biddate is '2024-12-27';country is 'USA';app is 'ru.skillcap.dominoes';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 21.2103214859962;target_cpi is 0.8;campaign is 57718;creative_id is 228773;session_duration is 0 ;seller_name is 'Zimad';seller_id is 153;content_type is 'vie';bid_floor is 0.53 ;min_floor is ;bidmachine_placement_value is 5.435897;placement_historical_value is 12.830134;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 19431548 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.79;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '19431546';hour is '2024-12-27 20:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '10 sessions in app 'com.miniclip.eightballpool', 89 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.together.CrazyBus', 70 ad_requests with mean bid_floor 36.1; 1 sessions in app 'ru.skillcap.dominoes', 13 ad_requests with mean bid_floor 30.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5397;channel is 'USA/I/bidmachine/ru.skillcap.dominoes/True/153';time_since_click_in_hours is 5398;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.258927359666472;partition is 1547;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '6466a30b-07aa-4961-9bdb-09c9fb33ba76;uuid is 'ec4d2bca-2b2b-4678-bb8b-9da300eb3a9c';bid_timestamp is '2025-01-09 20:32:56';device_id is '6466a30b-07aa-4961-9bdb-09c9fb33ba76';biddate is '2025-01-09';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 14.9338055460101;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 30165049 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.28;prior_theme_impressions_count is 16;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-09 20:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '6 sessions in app 'com.blackout.spades', 777 ad_requests with mean bid_floor 24.7, 1 impressions of adomain 'intuit.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.7; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 33 ad_requests with mean bid_floor 13.2; 3 sessions in app 'solitaire.patience.card.games.klondike.free', 112 ad_requests with mean bid_floor 16.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 8379;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.44525545067734;partition is 3191;segments is ['beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'c5ae4fde-907d-46a0-8ad9-c4f1803deec7;uuid is 'c349556c-2a46-45c8-8e79-efec200fd48f';bid_timestamp is '2025-01-04 15:41:09';device_id is 'c5ae4fde-907d-46a0-8ad9-c4f1803deec7';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.2555594742298;target_cpi is 0.8;campaign is 57765;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 33.92;placement_historical_value is 9.581628;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 1035005 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.63;prior_theme_impressions_count is 4;prior_tag_clicks_count is 3 ;time_since_click is '4662699';hour is '2025-01-04 15:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 21 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.AkinOzbay.BrickBreaker', 40 ad_requests with mean bid_floor 49.5; 4 sessions in app 'com.EG.CannonBallDuel', 633 ad_requests with mean bid_floor 20.3; 2 sessions in app 'com.EudokiaGames.Towers5G', 168 ad_requests with mean bid_floor 19.0; 86 sessions in app 'com.blackout.spades', 34692 ad_requests with mean bid_floor 27.1, 1 impressions of adomain '4rfarmcounseling.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.4, 3 impressions of adomain 'airfiltersdelivered.com' with mean price 0.5, 1 impressions of adomain 'all-laundry.com' with mean price 0.2, 54 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'att.com' with mean price 0.7, 1 impressions of adomain 'aussiebubs.com' with mean price 0.4, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 3 impressions of adomain 'boost.com' with mean price 0.2, 1 impressions of adomain 'bose.com' with mean price 0.3, 3 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.2, 1 impressions of adomain 'cremocompany.com' with mean price 0.2, 5 impressions of adomain 'deltafaucet.com' with mean price 0.2, 2 impressions of adomain 'discovery.com' with mean price 0.3, 13 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'easttexaseyeassociates.com' with mean price 0.2, 4 impressions of adomain 'eightfold.ai' with mean price 0.4, 1 impressions of adomain 'energizer.com' with mean price 0.3, 1 impressions of adomain 'fanniemae.com' with mean price 0.2, 1 impressions of adomain 'google.com' with mean price 0.2, 2 impressions of adomain 'honest.com' with mean price 0.3, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'medscape.com' with mean price 1.3, 2 impressions of adomain 'metabolicmaintenance.com' with mean price 5.8, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 3 impressions of adomain 'morganandco.com' with mean price 0.3, 3 impressions of adomain 'myburke.org' with mean price 0.6, 1 impressions of adomain 'newspapers.com' with mean price 0.3, 1 impressions of adomain 'nm.org' with mean price 3.0, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nuunlife.com' with mean price 0.3, 1 impressions of adomain 'orgain.com' with mean price 0.2, 3 impressions of adomain 'originmaine.com' with mean price 0.3, 2 impressions of adomain 'peacocktv.com' with mean price 0.3, 3 impressions of adomain 'pilgrims.com' with mean price 1.3, 1 impressions of adomain 'planetfitness.com' with mean price 1.2, 2 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'pulsz.com' with mean price 0.2, 1 impressions of adomain 'puredailycare.com' with mean price 5.5, 2 impressions of adomain 'sallyhansen.com' with mean price 0.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.3, 2 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'shipt.com' with mean price 0.2, 1 impressions of adomain 'sling.com' with mean price 0.3, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 1.1, 1 impressions of adomain 'tallpinesmarineandoutdoors.com' with mean price 0.2, 1 impressions of adomain 'telcoplus.org' with mean price 0.6, 1 impressions of adomain 'txdot.gov' with mean price 1.4, 2 impressions of adomain 'vivtone.com' with mean price 0.2, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 1 impressions of adomain 'whiteivy-salon.co' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2; 27 sessions in app 'com.blackout.word', 1089 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'eightfold.ai' with mean price 0.2, 1 impressions of adomain 'medscape.org' with mean price 1.5, 2 impressions of adomain 'myburke.org' with mean price 0.4, 1 impressions of adomain 'speakupinbronchiectasis.com' with mean price 2.0, 1 impressions of adomain 'telcoplus.org' with mean price 0.3; 37 sessions in app 'com.fbig.words', 487 ad_requests with mean bid_floor 75.8; 57 sessions in app 'com.greyfun.card.solitaire.classic', 910 ad_requests with mean bid_floor 20.0; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.solitaire.cards.deluxe', 10 ad_requests with mean bid_floor 0.7; 53 sessions in app 'com.staplegames.spades', 6143 ad_requests with mean bid_floor 42.4; 5 sessions in app 'com.tripledot.woodoku', 28 ad_requests with mean bid_floor 4.6; 44 sessions in app 'com.vitastudio.mahjong', 906 ad_requests with mean bid_floor 16.6, 9 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'carnival.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'dymatize.com' with mean price 0.1, 1 impressions of adomain 'fleetlabs.com' with mean price 0.7, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'ihealthlabs.com' with mean price 0.2, 1 impressions of adomain 'newpub.co' with mean price 8.0, 1 impressions of adomain 'opella.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'premierprotein.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.1, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 2 impressions of adomain 'wkkellogg.com' with mean price 0.1; 41 sessions in app 'find.spot.fun.relax.difference', 977 ad_requests with mean bid_floor 28.1, 1 impressions of adomain 'amazon.com' with mean price 0.4; 1 sessions in app 'free.os.jump.superbros.adventure.world', 3 ad_requests with mean bid_floor 0.1; 2 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 3.9; 6 sessions in app 'in.playsimple.wordtrip', 62 ad_requests with mean bid_floor 18.4; 39 sessions in app 'kidultlovin.word.zen', 3267 ad_requests with mean bid_floor 25.9, 4 impressions of adomain '3m.com' with mean price 0.3, 26 impressions of adomain 'amazon.com' with mean price 0.3, 12 impressions of adomain 'aspercreme.com' with mean price 0.1, 1 impressions of adomain 'dnb.com' with mean price 0.2, 4 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'honest.com' with mean price 0.2, 1 impressions of adomain 'intuit.com' with mean price 0.6, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'modop.com' with mean price 0.5, 1 impressions of adomain 'naturemade.com' with mean price 0.4, 1 impressions of adomain 'reyeslaw.com' with mean price 0.2, 1 impressions of adomain 'sallyhansen.com' with mean price 0.4, 3 impressions of adomain 'sling.com' with mean price 0.4, 1 impressions of adomain 'stmartinspublishinggroup.com' with mean price 0.3, 1 impressions of adomain 'subaru.com' with mean price 0.3, 24 impressions of adomain 'walmart.com' with mean price 1.0; 1 sessions in app 'mahjongsolitaire.mahjong.solitaire.tile.pair.match', 19 ad_requests with mean bid_floor 10.1; 1 sessions in app 'pixa.unicorn.dash', 191 ad_requests with mean bid_floor 15.7; 3 sessions in app 'qrcodescanner.qrcodereader.qrscanner.barcodereader', 3 ad_requests with mean bid_floor 133.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 287;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 1295;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.283849583931659;partition is 369;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'd7e97b55-4910-4dab-b6ca-548916ca2c8f;uuid is 'fa6ec5ea-295d-40f7-8d58-f83d5461b72b';bid_timestamp is '2024-12-28 2:52:09';device_id is 'd7e97b55-4910-4dab-b6ca-548916ca2c8f';biddate is '2024-12-28';country is 'USA';app is 'com.mystery.hidden.objects.find.clue.puzzle.games.free';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 10.795928436173;target_cpi is 4.90291906867852;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 45.986985;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 41 ;time_since_impression is 17684412 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 3.26;prior_theme_impressions_count is 41;prior_tag_clicks_count is 3 ;time_since_click is '17684387';hour is '2024-12-28 02:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '3 sessions in app 'bible.wordgame.words.connect.crossword.cookies', 183 ad_requests with mean bid_floor 18.1; 87 sessions in app 'com.adfone.aditup', 15 ad_requests with mean bid_floor 5.1, 3 impressions of adomain 'adidas.com' with mean price 0.4, 23 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'avocadosfrommexico.com' with mean price 0.4, 2 impressions of adomain 'coca-cola.com' with mean price 0.3, 2 impressions of adomain 'costco.com' with mean price 0.5, 3 impressions of adomain 'dailytimes247.com' with mean price 0.4, 5 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'esteelauder.com' with mean price 0.1, 2 impressions of adomain 'grainger.com' with mean price 0.8, 17 impressions of adomain 'gulfshores.com' with mean price 0.5, 36 impressions of adomain 'homes.com' with mean price 0.3, 1 impressions of adomain 'inabafoods.com' with mean price 0.3, 11 impressions of adomain 'joinpogo.com' with mean price 0.1, 4 impressions of adomain 'kedplasma.us' with mean price 0.4, 1 impressions of adomain 'kiehls.com' with mean price 0.5, 2 impressions of adomain 'lively.com' with mean price 0.1, 1 impressions of adomain 'localaiapp.com' with mean price 0.5, 2 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 1 impressions of adomain 'naturesbakery.com' with mean price 0.3, 7 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'opalescence.com' with mean price 0.5, 4 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'paulmitchell.com' with mean price 0.3, 4 impressions of adomain 'perdue.com' with mean price 0.7, 1 impressions of adomain 'playtika.com' with mean price 0.3, 2 impressions of adomain 'rdirail.com' with mean price 0.4, 8 impressions of adomain 'rovio.com' with mean price 0.1, 1 impressions of adomain 'sailpoint.com' with mean price 0.7, 3 impressions of adomain 'solvadermstore.com' with mean price 0.4, 4 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'verbproducts.com' with mean price 0.3, 1 impressions of adomain 'visitsaudi.com' with mean price 0.6, 2 impressions of adomain 'weightwatchers.com' with mean price 0.8; 1 sessions in app 'com.adgenius.moodmixer', 55 ad_requests with mean bid_floor 14.0; 1 sessions in app 'com.blackout.bubble', 6 ad_requests with mean bid_floor 18.1; 1 sessions in app 'com.fatix.fatixpro', 4 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.fb.FingerBlock', 151 ad_requests with mean bid_floor 15.0; 184 sessions in app 'com.fbig.spades', 2912 ad_requests with mean bid_floor 5.1; 1 sessions in app 'com.game.foj_android', 20 ad_requests with mean bid_floor 7.0; 1 sessions in app 'com.handmark.expressweather', 6 ad_requests with mean bid_floor 65.2; 1 sessions in app 'com.huke.xxl', 125 ad_requests with mean bid_floor 12.2; 69 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 1017 ad_requests with mean bid_floor 2.3, 5 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'americangreetings.com' with mean price 0.3, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.0, 3 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.1, 3 impressions of adomain 'dove.com' with mean price 0.2, 1 impressions of adomain 'esteelauder.com' with mean price 0.2, 3 impressions of adomain 'gulfshores.com' with mean price 0.4, 1 impressions of adomain 'gunlakecasino.com' with mean price 1.3, 2 impressions of adomain 'haleon.com' with mean price 0.8, 2 impressions of adomain 'hometownfoodcompany.com' with mean price 1.1, 2 impressions of adomain 'house-autry.com' with mean price 0.2, 1 impressions of adomain 'kfc.com' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.6, 1 impressions of adomain 'rdirail.com' with mean price 0.9, 1 impressions of adomain 'sanofi.com' with mean price 1.0, 1 impressions of adomain 'siouxhoney.com' with mean price 0.2, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'thehulmanindy.com' with mean price 0.9, 1 impressions of adomain 'unilever.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'yourradioplace.com' with mean price 0.2; 1 sessions in app 'com.offices.document.reader', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.rjp.diarypro', 8 ad_requests with mean bid_floor 2.3; 30 sessions in app 'com.tile.match.masters', 176 ad_requests with mean bid_floor 6.0; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 11.4; 2 sessions in app 'com.wordgame.words.connect', 4 ad_requests with mean bid_floor 8.4; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 7 ad_requests with mean bid_floor 98.5; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 8.6; 9 sessions in app 'in.playsimple.wordtrip', 20 ad_requests with mean bid_floor 10.5; 5 sessions in app 'kjv.bible.kingjamesbible', 99 ad_requests with mean bid_floor 30.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 4912;channel is 'USA/I/bidmachine/com.mystery.hidden.objects.find.clue.puzzle.games.free/True/222';time_since_click_in_hours is 4912;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.616459924849055;partition is 2656;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '9946aef5-b901-4f91-a50d-40b5f3ca5e82;uuid is 'e85c62f5-8f6c-4207-8c8e-adc46c7ea309';bid_timestamp is '2025-01-14 15:58:09';device_id is '9946aef5-b901-4f91-a50d-40b5f3ca5e82';biddate is '2025-01-14';country is 'USA';app is 'com.online.huntingsniper';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 8.27082431077625;target_cpi is 12.4516576303384;campaign is 57948;creative_id is 228773;session_duration is 20 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 46489 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.88;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-14 15:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'and.lihuhu.woober', 473 ad_requests with mean bid_floor 30.5, 1 impressions of adomain 'cash.app' with mean price 0.2, 1 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'freecash.com' with mean price 0.1, 1 impressions of adomain 'hain.com' with mean price 0.2, 1 impressions of adomain 'humann.com' with mean price 0.4, 2 impressions of adomain 'iheart.com' with mean price 0.3, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.1, 1 impressions of adomain 'officedepot.com' with mean price 0.1, 14 impressions of adomain 'onlinemediasolutions.com' with mean price 0.1, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 4 impressions of adomain 'ruizfoods.com' with mean price 1.0, 4 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'tango.me' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'tickets.holdmyticket.com' with mean price 1.3, 1 impressions of adomain 'visitpagosasprings.com' with mean price 0.0, 2 impressions of adomain 'vytalogy.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 4 sessions in app 'com.abi.busjam.sortpuzzle', 216 ad_requests with mean bid_floor 4.3, 16 impressions of adomain 'adidas.com' with mean price 0.0, 4 impressions of adomain 'allstate.com' with mean price 0.7, 3 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'bidease.com_101931' with mean price 0.2, 1 impressions of adomain 'bowlingcrew.com' with mean price 0.1, 1 impressions of adomain 'campingworld.com' with mean price 1.8, 1 impressions of adomain 'cyfd.nm.gov' with mean price 0.4, 2 impressions of adomain 'dareybrands.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.3, 4 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 1 impressions of adomain 'gourmetnut.com' with mean price 0.2, 1 impressions of adomain 'goya.com' with mean price 0.1, 2 impressions of adomain 'homemarketfoods.com' with mean price 0.7, 1 impressions of adomain 'hulu.com' with mean price 0.6, 1 impressions of adomain 'igg.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 2 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.4, 2 impressions of adomain 'kindsnacks.com' with mean price 0.3, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 4 impressions of adomain 'mccormick.com' with mean price 0.4, 5 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'nfl.rivals.game' with mean price 0.1, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.3, 1 impressions of adomain 'phs.org' with mean price 0.4, 3 impressions of adomain 'priceline.com' with mean price 0.0, 1 impressions of adomain 'pricelines.com' with mean price 0.1, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'roblox.com' with mean price 0.1, 5 impressions of adomain 'ruizfoods.com' with mean price 0.1, 1 impressions of adomain 'scopely.com' with mean price 5.4, 1 clicks of adomain 'scopely.com', 1 impressions of adomain 'shopdowntownabq.com' with mean price 0.6, 1 impressions of adomain 'sprouts.com' with mean price 0.2, 4 impressions of adomain 'subaru.com' with mean price 0.9, 1 impressions of adomain 'sweetlorens.com' with mean price 0.4, 3 impressions of adomain 'tiktok.com' with mean price 1.1; 2 sessions in app 'com.byril.stickmanarcher', 19 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.easybrain.block.puzzle.games', 46 ad_requests with mean bid_floor 18.4, 1 impressions of adomain 'metamucil.com' with mean price 0.6, 1 impressions of adomain 'olay.com' with mean price 0.6, 1 impressions of adomain 'progressive.com' with mean price 0.6; 32 sessions in app 'com.funtomic.matchmasters', 246 ad_requests with mean bid_floor 92.5; 4 sessions in app 'com.handmark.expressweather', 16 ad_requests with mean bid_floor 56.3; 124 sessions in app 'com.online.huntingsniper', 2449 ad_requests with mean bid_floor 36.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 12;channel is 'USA/I/applovin/com.online.huntingsniper/True/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.228633685897728;partition is 2777;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'net.supertreat.solitaire_Android_IAP_abdoul_500k_01_01_2025' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(af_ad_view)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'a816c231-dcab-4ec5-b4b6-30899ff2c4c1;uuid is '123621eb-359f-464a-8105-a63d6bebd8f1';bid_timestamp is '2025-01-16 18:44:14';device_id is 'a816c231-dcab-4ec5-b4b6-30899ff2c4c1';biddate is '2025-01-16';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 3.70908227390867;target_cpi is 5.71588796295938;campaign is 57948;creative_id is 228773;session_duration is 10 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 6.288135;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 50 ;time_since_impression is 9466 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.44;prior_theme_impressions_count is 50;prior_tag_clicks_count is 19 ;time_since_click is '257987';hour is '2025-01-16 18:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '101 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 1138 ad_requests with mean bid_floor 12.7; 98 sessions in app 'com.fiogonia.dominoes', 28289 ad_requests with mean bid_floor 35.8; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 6.4; 101 sessions in app 'com.fiogonia.yatzy', 3145 ad_requests with mean bid_floor 43.7; 8 sessions in app 'com.handmark.expressweather', 624 ad_requests with mean bid_floor 71.1; 1 sessions in app 'com.littleengine.wordpal', 1 ad_requests with mean bid_floor 1.3; 259 sessions in app 'com.miraculous.wallpapers.fatepo', 5464 ad_requests with mean bid_floor 11.8; 97 sessions in app 'com.mobilityware.GinRummySolitaire', 9203 ad_requests with mean bid_floor 13.4, 2 impressions of adomain '5252slot.com' with mean price 0.9, 9 impressions of adomain 'albertsons.com' with mean price 2.6, 53 impressions of adomain 'astrazeneca.com' with mean price 5.5, 1 impressions of adomain 'bigautosavings.com' with mean price 1.4, 12 impressions of adomain 'cha.com' with mean price 0.3, 1 impressions of adomain 'collegefund.org' with mean price 1.5, 5 impressions of adomain 'coloradolottery.com' with mean price 1.5, 11 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'dreyersgrandicecream.com' with mean price 0.1, 1 impressions of adomain 'econtrendx.com' with mean price 0.1, 4 impressions of adomain 'fiverr.com' with mean price 2.7, 2 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'gnc.com' with mean price 0.2, 1 impressions of adomain 'goldsgym.com' with mean price 1.2, 1 impressions of adomain 'hizentra.com' with mean price 0.4, 3 impressions of adomain 'jtv.com' with mean price 1.4, 3 impressions of adomain 'lucidmotors.com' with mean price 3.1, 2 impressions of adomain 'maggiesottero.com' with mean price 0.9, 8 impressions of adomain 'marcos.com' with mean price 0.7, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'nationalgeographic.org' with mean price 1.9, 2 impressions of adomain 'newbalance.com' with mean price 4.0, 7 impressions of adomain 'newpub.co/spades' with mean price 5.1, 2 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'numerator.com' with mean price 0.1, 2 impressions of adomain 'phillips66.com' with mean price 2.1, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 2.7, 8 impressions of adomain 'productmadness.com' with mean price 0.7, 6 impressions of adomain 'quiktrip.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'silversneakers.com' with mean price 0.8, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 2.5, 1 impressions of adomain 'textnow.com' with mean price 0.2, 14 impressions of adomain 'toyota.com' with mean price 4.3, 6 impressions of adomain 'ulta.com' with mean price 1.8, 1 impressions of adomain 'unbound.org' with mean price 1.7, 1 impressions of adomain 'vanguard.com' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1; 97 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 3640 ad_requests with mean bid_floor 12.8, 7 impressions of adomain 'newpub.co' with mean price 6.4, 9 impressions of adomain 'newpub.co/spades' with mean price 4.8; 2 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 7.4; 5 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 5.5; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 2.5; 5 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 15.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 72;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.987444834487751;partition is 2513;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V4_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V4_500k' 'bloom_com.fiogonia.dominoes_USA_1d'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '7bbadfb7-c370-4f82-8bf3-79467c8ee49c';bid_timestamp is '2025-01-28 12:49:06';device_id is '2f6239c2-2184-4b10-963e-9ad7aa7bed95';biddate is '2025-01-28';country is 'USA';app is 'com.shadihonekeupay.appzap';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'chartboost-android-sdk';raw_price is 0.268148397949687;target_cpi is 0.3;campaign is 58188;creative_id is 229453;session_duration is 8 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is 1.107463;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 12:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.shadihonekeupay.appzap/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.342370847012262;partition is 978;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'a7a16ec4-a44f-41d5-8bbf-049852aa62e2;uuid is '969ba592-b735-4e2d-be77-ea84dda7d56c';bid_timestamp is '2025-01-09 21:44:35';device_id is 'a7a16ec4-a44f-41d5-8bbf-049852aa62e2';biddate is '2025-01-09';country is 'USA';app is 'com.mobilityware.CrazyEights';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.33798750352613;target_cpi is 1.86641324662816;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'i';bid_floor is 5.2 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 191245 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.11;prior_theme_impressions_count is 11;prior_tag_clicks_count is 10 ;time_since_click is '588';hour is '2025-01-09 21:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '4 sessions in app 'com.Innode.BouncyBallBreaker', 230 ad_requests with mean bid_floor 6.0; 2 sessions in app 'com.PE.TacticalStrike', 97 ad_requests with mean bid_floor 11.1; 14 sessions in app 'com.artoon.bidwhistoffline', 206 ad_requests with mean bid_floor 1.6; 6 sessions in app 'com.bricks.legend', 124 ad_requests with mean bid_floor 3.6; 9 sessions in app 'com.easybrain.word.puzzle.game', 1351 ad_requests with mean bid_floor 12.5, 11 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'americangreetings.com' with mean price 6.0, 1 impressions of adomain 'asus.com' with mean price 0.1, 5 impressions of adomain 'beiersdorf.com' with mean price 0.4, 6 impressions of adomain 'beyonddetailscatering.com' with mean price 1.2, 2 impressions of adomain 'brukinsa.com' with mean price 1.0, 2 impressions of adomain 'budlight.com' with mean price 0.3, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'fahw.com' with mean price 0.6, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'howlifeunfolds.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.2, 5 impressions of adomain 'ingrezza.com' with mean price 0.5, 2 impressions of adomain 'jazzpharma.com' with mean price 0.2, 3 impressions of adomain 'jobs.bswhealth.com' with mean price 0.2, 3 impressions of adomain 'libtayo.com' with mean price 0.3, 2 impressions of adomain 'mazdausa.com' with mean price 0.8, 11 impressions of adomain 'mccormick.com' with mean price 1.6, 1 impressions of adomain 'myfembreehcp.com' with mean price 4.0, 1 impressions of adomain 'nexhealth.com' with mean price 0.1, 4 impressions of adomain 'nybakery.com' with mean price 0.6, 1 impressions of adomain 'pinehurst.com' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.1, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.4, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'subaru.com' with mean price 0.1, 3 impressions of adomain 'synthroid.com' with mean price 0.1, 1 impressions of adomain 'ubykotex.com' with mean price 0.4, 1 impressions of adomain 'velphoro.us' with mean price 0.2, 1 impressions of adomain 'vicks.com' with mean price 0.9, 5 impressions of adomain 'walmart.com' with mean price 1.6; 23 sessions in app 'com.mobilityware.CrazyEights', 2320 ad_requests with mean bid_floor 34.7, 1 impressions of adomain 'aip288-florify.web.app' with mean price 3.0, 1 impressions of adomain 'apero.vn' with mean price 6.1, 2 impressions of adomain 'bbumgames.com' with mean price 7.6, 1 clicks of adomain 'bibliaconsigo.com', 1 impressions of adomain 'bibliaconsigo.com' with mean price 6.4, 2 impressions of adomain 'i2978cec.app-ads-txt.com' with mean price 3.3, 1 clicks of adomain 'i2978cec.app-ads-txt.com', 1 clicks of adomain 'joygame.site', 1 impressions of adomain 'joygame.site' with mean price 4.9, 1 impressions of adomain 'learnings.ai' with mean price 2.5, 3 impressions of adomain 'pluto.tv' with mean price 4.3, 1 impressions of adomain 'productmadness.com' with mean price 4.1, 1 impressions of adomain 'scopely.com' with mean price 3.4, 1 impressions of adomain 'tech.pokergaga.net' with mean price 4.3, 1 impressions of adomain 'vdbeba547.app-ads-txt.com' with mean price 5.9, 1 clicks of adomain 'youyungames.com', 1 impressions of adomain 'youyungames.com' with mean price 2.7; 33 sessions in app 'com.mobilityware.Dominoes', 3170 ad_requests with mean bid_floor 21.1, 1 impressions of adomain 'apartmentlist.com' with mean price 4.8, 1 clicks of adomain 'apero.vn', 1 impressions of adomain 'apero.vn' with mean price 2.1, 1 impressions of adomain 'astrazeneca.com' with mean price 8.6, 1 impressions of adomain 'blindferret.com' with mean price 5.9, 1 impressions of adomain 'bounty.com' with mean price 2.2, 1 impressions of adomain 'consumertestconnect.com' with mean price 5.6, 1 clicks of adomain 'doc-hosting.flycricket.io', 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 1.8, 1 impressions of adomain 'ee.mobadbid.com' with mean price 1.6, 1 impressions of adomain 'empfohlen.de' with mean price 5.0, 1 impressions of adomain 'goodjobgames.com' with mean price 3.0, 1 impressions of adomain 'headandshoulders.com' with mean price 1.6, 5 impressions of adomain 'mooyah.com' with mean price 1.5, 5 impressions of adomain 'newpub.co/spades' with mean price 5.9, 4 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'pluto.tv' with mean price 1.8, 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 3.4, 1 impressions of adomain 'rivian.com' with mean price 6.3, 2 impressions of adomain 'scopely.com' with mean price 4.7, 1 impressions of adomain 'scratchstakes.com' with mean price 4.1, 2 impressions of adomain 'tubitv.com' with mean price 2.7, 1 clicks of adomain 'tubitv.com', 1 impressions of adomain 'va.gov' with mean price 4.9, 2 impressions of adomain 'vdbeba547.app-ads-txt.com' with mean price 2.3, 2 clicks of adomain 'wavez.vn', 2 impressions of adomain 'wavez.vn' with mean price 2.7; 27 sessions in app 'com.mobilityware.Hearts', 1863 ad_requests with mean bid_floor 21.0, 2 impressions of adomain 'amazon.com' with mean price 11.9, 2 impressions of adomain 'honest.com' with mean price 2.7, 1 clicks of adomain 'mhitpoker.com', 3 impressions of adomain 'mhitpoker.com' with mean price 6.1, 1 clicks of adomain 'safeauth.services', 2 impressions of adomain 'safeauth.services' with mean price 5.5, 1 clicks of adomain 'toshiba.com', 1 impressions of adomain 'toshiba.com' with mean price 7.2; 38 sessions in app 'com.peoplefun.wordsolitaire', 616 ad_requests with mean bid_floor 10.1; 1 sessions in app 'com.playdemic.golf.android', 1 ad_requests with mean bid_floor 3.7; 2 sessions in app 'com.polyverse.bricks.game', 46 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.puzzle.fun.free.matching3d', 3 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.puzzle1studio.go.brickoutshoottheball', 24 ad_requests with mean bid_floor 54.1; 1 sessions in app 'com.puzzle1studio.go.bubblepoporiginpuzzlegame', 4 ad_requests with mean bid_floor 75.9; 1 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.vead.ibnjv.endless', 222 ad_requests with mean bid_floor 6.2; 1 sessions in app 'freeplay.crowdrun.com', 17 ad_requests with mean bid_floor 3.2; 1 sessions in app 'in.playsimple.wordbingo', 19 ad_requests with mean bid_floor 17.4; 1 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 3.4; 1 sessions in app 'kjvbible.verse.daily.bible.prayer', 2 ad_requests with mean bid_floor 0.3; 1 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 11 ad_requests with mean bid_floor 1.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 53;channel is 'USA/I/bidmachine/com.mobilityware.CrazyEights/False/192';time_since_click_in_hours is 0;fast_imp_12h is 2;fast_click_2h is 2;rnd is 0.109277307405134;partition is 3416;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'aa8d94ab-c0c7-42c0-8a0f-826a80b6d584;uuid is 'fd65660a-6f43-47b9-accc-2ff35df11031';bid_timestamp is '2025-01-14 0:53:35';device_id is 'aa8d94ab-c0c7-42c0-8a0f-826a80b6d584';biddate is '2025-01-14';country is 'USA';app is 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 7.7378442481225;target_cpi is 13.1530682893905;campaign is 57948;creative_id is 228773;session_duration is 729 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 1467649 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.75;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '1467641';hour is '2025-01-14 00:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '40 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 267 ad_requests with mean bid_floor 5.4; 12 sessions in app 'com.bandagames.mpuzzle.gp', 205 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'logitech.com' with mean price 8.6; 56 sessions in app 'com.bigfishgames.gummydropgoogle', 213 ad_requests with mean bid_floor 2.4; 3 sessions in app 'com.digitalchemy.calculator.freedecimal', 207 ad_requests with mean bid_floor 29.8; 53 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 19196 ad_requests with mean bid_floor 14.5, 2 impressions of adomain 'amazon.ca' with mean price 1.1, 2 impressions of adomain 'bajafresh.com' with mean price 1.1, 2 impressions of adomain 'ferrismowers.com' with mean price 0.7, 31 impressions of adomain 'homes.com' with mean price 0.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'txtav.com' with mean price 1.6, 1 clicks of adomain 'zimad.com', 7 impressions of adomain 'zimad.com' with mean price 1.3; 3 sessions in app 'com.joyvendor.wordhike.android.en', 20 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.mysticpdf.scanner', 3 ad_requests with mean bid_floor 1.3; 5 sessions in app 'net.wooga.junes_journey_hidden_object_mystery_game', 123 ad_requests with mean bid_floor 51.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 407;channel is 'USA/V/applovin/canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game/False/117';time_since_click_in_hours is 408;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.305711781765655;partition is 699;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_CAN_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_CAN_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_CAN_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'bbe519c2-7a36-491a-aca3-a46cb9038f82;uuid is 'a68e88f6-cd27-4533-9345-87780e6270a4';bid_timestamp is '2024-12-13 4:54:20';device_id is 'bbe519c2-7a36-491a-aca3-a46cb9038f82';biddate is '2024-12-13';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 17.0432176860782;target_cpi is 3.28902354828301;campaign is 57533;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 50.88;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 9326422 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.75;prior_theme_impressions_count is 3;prior_tag_clicks_count is 3 ;time_since_click is '9326416';hour is '2024-12-13 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'at.ner.SolitaireKlondike', 1 ad_requests with mean bid_floor 46.5; 40 sessions in app 'at.ner.SolitaireSpider', 80 ad_requests with mean bid_floor 9.2; 31 sessions in app 'com.blackout.spades', 2947 ad_requests with mean bid_floor 24.1, 4 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'disneyplus.com' with mean price 0.7, 4 impressions of adomain 'livingproof.com' with mean price 0.9, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 9.3, 1 impressions of adomain 'peacocktv.com' with mean price 0.6, 1 impressions of adomain 'pearcommerce.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 82 sessions in app 'com.fiogonia.yatzy', 1057 ad_requests with mean bid_floor 41.2; 29 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 478 ad_requests with mean bid_floor 9.9, 1 impressions of adomain '3zero3seattle.com' with mean price 1.1, 2 impressions of adomain '7cedars.com' with mean price 1.1, 3 impressions of adomain 'albertsons.com' with mean price 1.8, 3 impressions of adomain 'barclaybroadway.com' with mean price 1.1, 1 impressions of adomain 'bostonscientific.com' with mean price 0.6, 3 impressions of adomain 'cambridgesquaresouth.com' with mean price 1.2, 1 impressions of adomain 'cdaboatexpo.com' with mean price 1.6, 1 impressions of adomain 'dorianseattle.com' with mean price 1.0, 4 impressions of adomain 'everythingtulalip.com' with mean price 1.4, 2 impressions of adomain 'illinois.edu' with mean price 1.8, 1 impressions of adomain 'luckyeagle.com' with mean price 0.8, 1 impressions of adomain 'malmoapts.com' with mean price 1.2, 1 impressions of adomain 'statestreetseattle.com' with mean price 1.5, 1 impressions of adomain 'thrivecommunities.com' with mean price 1.4, 1 impressions of adomain 'travelnevada.com' with mean price 1.2, 1 impressions of adomain 'zurn.com' with mean price 1.4; 1 sessions in app 'com.hendiapp.mazespin', 8 ad_requests with mean bid_floor 0.1; 39 sessions in app 'com.lemongame.freecell.solitaire', 343 ad_requests with mean bid_floor 13.6; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 5.6; 22 sessions in app 'com.tripledot.solitaire', 2551 ad_requests with mean bid_floor 6.3, 2 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.1, 2 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bgfoods.com' with mean price 0.6, 1 impressions of adomain 'bitybbq.com' with mean price 0.2, 1 impressions of adomain 'bostonscientific.com' with mean price 1.6, 1 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'coca-cola.com' with mean price 1.4, 9 impressions of adomain 'coca-colacompany.com' with mean price 2.2, 2 impressions of adomain 'ezcater.com' with mean price 0.1, 6 impressions of adomain 'geico.com' with mean price 2.6, 1 impressions of adomain 'gillette.com' with mean price 0.4, 4 impressions of adomain 'hibu.com' with mean price 0.2, 2 impressions of adomain 'honda.com' with mean price 0.2, 2 impressions of adomain 'hp.com' with mean price 1.2, 1 impressions of adomain 'hulu.com' with mean price 1.3, 1 impressions of adomain 'icecream.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.9, 1 impressions of adomain 'kodiakchemical.com' with mean price 0.3, 1 impressions of adomain 'lowes.com' with mean price 0.8, 1 impressions of adomain 'mizkan.com' with mean price 1.0, 2 impressions of adomain 'myfitnesspal.com' with mean price 1.2, 5 impressions of adomain 'myq.com' with mean price 2.9, 1 impressions of adomain 'nbmbaa.org' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.2, 1 impressions of adomain 'paramountplus.com' with mean price 0.8, 1 impressions of adomain 'sbc.edu' with mean price 2.7, 5 impressions of adomain 'shoppersvoice.com' with mean price 0.5, 2 impressions of adomain 'subaru.com' with mean price 0.5, 1 impressions of adomain 'tacotime.com' with mean price 1.8, 1 impressions of adomain 'toyota.com' with mean price 0.4, 3 impressions of adomain 'truthinitiative.org' with mean price 0.6, 1 impressions of adomain 'uwmedicine.org' with mean price 0.5, 4 impressions of adomain 'verizonwireless.com' with mean price 0.2, 3 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'visitgrandjunction.com' with mean price 0.3, 2 impressions of adomain 'weightwatchers.com' with mean price 0.8, 2 impressions of adomain 'workboard.com' with mean price 0.1, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.2, 8 impressions of adomain 'wyndhamhotels.com' with mean price 0.9, 1 impressions of adomain 'zales.com' with mean price 0.8; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 7.9; 2 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 13.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2590;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2591;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.262619507643707;partition is 2047;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '364586b2-64b1-419a-9857-ab5dc3168a6c;uuid is 'c08c49e2-957f-47f7-800b-8aca3998a3bd';bid_timestamp is '2025-01-15 4:30:58';device_id is '364586b2-64b1-419a-9857-ab5dc3168a6c';biddate is '2025-01-15';country is 'USA';app is 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'applovin';raw_price is 2.46615337197588;target_cpi is 6.89508379478714;campaign is 57948;creative_id is 228965;session_duration is 291 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 33 ;time_since_impression is 95356 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.25;prior_theme_impressions_count is 33;prior_tag_clicks_count is 14 ;time_since_click is '95354';hour is '2025-01-15 04:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior_stats_in_past is '97 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 1486 ad_requests with mean bid_floor 9.3; 1 sessions in app 'com.RealGC.eurobus', 3 ad_requests with mean bid_floor 0.0; 36 sessions in app 'com.fiogonia.spades', 11170 ad_requests with mean bid_floor 32.5; 77 sessions in app 'com.fiogonia.yatzy', 2314 ad_requests with mean bid_floor 40.6; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 13.1; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 9.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 26;channel is 'USA/V/applovin/canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game/False/117';time_since_click_in_hours is 26;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.245142997662627;partition is 3177;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_1d' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'loppipoppi.numbermatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_80'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7cbc4ecc-964d-45e9-8c75-af6875858558;uuid is '37754370-5e56-48ef-88ee-7d36138b5e6a';bid_timestamp is '2025-01-23 17:38:10';device_id is '7cbc4ecc-964d-45e9-8c75-af6875858558';biddate is '2025-01-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.99999999999999;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.968;placement_historical_value is 2.891764;third_party_bid_price is ;prior_tag_impressions_count is 35 ;time_since_impression is 139179 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 35;prior_tag_clicks_count is 7 ;time_since_click is '1270446';hour is '2025-01-23 17:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.bibogames.brounceballz.ballsbrick.lite', 55 ad_requests with mean bid_floor 45.2; 114 sessions in app 'com.blackout.spades', 32376 ad_requests with mean bid_floor 28.0, 48 impressions of adomain 'amazon.com' with mean price 0.3, 3 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 6 impressions of adomain 'britishairways.com' with mean price 0.3, 1 impressions of adomain 'campbells.com' with mean price 0.2, 10 impressions of adomain 'churchdwight.com' with mean price 0.3, 7 impressions of adomain 'clorox.com' with mean price 1.0, 1 impressions of adomain 'consumable.com' with mean price 0.0, 5 impressions of adomain 'culturelle.com' with mean price 0.2, 7 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'disney.com' with mean price 0.2, 40 impressions of adomain 'disneyplus.com' with mean price 0.3, 3 impressions of adomain 'easyoff.us' with mean price 0.2, 1 impressions of adomain 'energycitizens.org' with mean price 0.2, 1 impressions of adomain 'evenue.net' with mean price 0.4, 3 impressions of adomain 'fourseasonssir.com' with mean price 2.6, 3 impressions of adomain 'galderma.com' with mean price 0.3, 3 impressions of adomain 'garveynissan.com' with mean price 0.5, 1 impressions of adomain 'gengrasvolvohartford.com' with mean price 0.5, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'hachettebookgroup.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.2, 3 impressions of adomain 'honest.com' with mean price 0.4, 3 impressions of adomain 'imagine360.com' with mean price 0.3, 1 impressions of adomain 'inabafoods.com' with mean price 0.2, 2 impressions of adomain 'kelloggs.com' with mean price 0.7, 3 impressions of adomain 'kregtool.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 3 impressions of adomain 'marcus.com' with mean price 0.1, 6 impressions of adomain 'meijer.com' with mean price 0.2, 1 impressions of adomain 'mikmak.com' with mean price 1.2, 1 impressions of adomain 'mistplay.com' with mean price 0.1, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 5 impressions of adomain 'nervshows.com' with mean price 0.2, 1 impressions of adomain 'neutrogena.com' with mean price 0.3, 7 impressions of adomain 'newpub.co/spades' with mean price 3.8, 6 clicks of adomain 'newpub.co/spades', 12 impressions of adomain 'nutrafol.com' with mean price 0.4, 16 impressions of adomain 'offerhives.com' with mean price 0.3, 5 impressions of adomain 'olly.com' with mean price 0.3, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.3, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 6 impressions of adomain 'paramountplus.com' with mean price 0.5, 3 impressions of adomain 'perdue.com' with mean price 3.1, 1 impressions of adomain 'persilproclean.com' with mean price 0.2, 1 impressions of adomain 'pfister.com' with mean price 0.5, 2 impressions of adomain 'play.google.com' with mean price 0.3, 3 impressions of adomain 'playtika.com' with mean price 0.2, 3 impressions of adomain 'powerofresolve.com' with mean price 0.3, 5 impressions of adomain 'prestigebrands.com' with mean price 0.3, 13 impressions of adomain 'progressive.com' with mean price 0.2, 5 impressions of adomain 'proof-advertising.com' with mean price 0.3, 2 impressions of adomain 'royalcanin.com' with mean price 0.2, 2 impressions of adomain 'runnings.com' with mean price 1.2, 1 impressions of adomain 'samhsa.gov' with mean price 0.3, 6 impressions of adomain 'samsung.com' with mean price 0.7, 7 impressions of adomain 'seventhgeneration.com' with mean price 0.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 2 impressions of adomain 'sling.com' with mean price 0.2, 16 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'summit-juniper.com' with mean price 0.4, 3 impressions of adomain 'superstorevt.com' with mean price 0.8, 1 impressions of adomain 'temu.com' with mean price 5.6, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 3 impressions of adomain 'uma.edu' with mean price 0.2, 1 impressions of adomain 'vytalogy.com' with mean price 0.2, 1 impressions of adomain 'vyvgart.com' with mean price 0.2, 3 impressions of adomain 'wellnesspetfood.com' with mean price 0.2, 5 impressions of adomain 'wkkellogg.com' with mean price 0.3; 2 sessions in app 'com.fiogonia.spades', 5 ad_requests with mean bid_floor 7.8; 83 sessions in app 'com.staplegames.solitaireGP', 2778 ad_requests with mean bid_floor 51.5; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 4.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 6.2; 4 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 12.2; 2 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 3.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 353;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.405006647448098;partition is 1960;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '469df42e-460b-4c5c-910f-f75a4b77d700;uuid is 'ea484d2b-718f-4dab-a76e-1cba919ca041';bid_timestamp is '2024-12-31 8:11:12';device_id is '469df42e-460b-4c5c-910f-f75a4b77d700';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 17.624425792135;target_cpi is 3.08332926121137;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 14 ;time_since_impression is 113703 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.09;prior_theme_impressions_count is 14;prior_tag_clicks_count is 11 ;time_since_click is '113840';hour is '2024-12-31 08:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.an.flashlight.flashalert.flashlightpro', 2 ad_requests with mean bid_floor 52.4; 1 sessions in app 'com.bubbleboxes.match3d', 12 ad_requests with mean bid_floor 56.5; 1 sessions in app 'com.car.parking.bus.mania.traffic.jam', 9 ad_requests with mean bid_floor 1.1, 1 impressions of adomain 'paramountplus.com' with mean price 0.5; 2 sessions in app 'com.fiogonia.spades', 10 ad_requests with mean bid_floor 6.3; 157 sessions in app 'com.hi.weather.home.forecast.live', 759 ad_requests with mean bid_floor 42.8; 1 sessions in app 'com.kamagames.pokerist', 3 ad_requests with mean bid_floor 3.5; 4 sessions in app 'com.ow.farmescape', 120 ad_requests with mean bid_floor 2.6, 3 impressions of adomain 'coca-cola.com' with mean price 1.4, 2 impressions of adomain 'google.com' with mean price 0.7; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 8.3; 151 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 6853 ad_requests with mean bid_floor 13.1, 1 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co' with mean price 11.5, 1 clicks of adomain 'newpub.co/spades', 7 impressions of adomain 'newpub.co/spades' with mean price 9.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.7; 1 sessions in app 'com.tripledot.woodoku', 25 ad_requests with mean bid_floor 10.5; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 58.2; 2 sessions in app 'loppipoppi.dominoes', 42 ad_requests with mean bid_floor 15.3, 1 impressions of adomain 'advantagesolutions.net' with mean price 0.3, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'enhertu.com' with mean price 0.6, 1 impressions of adomain 'jcpenny.com' with mean price 0.2, 1 impressions of adomain 'olay.com' with mean price 0.6, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'unclejulios.com' with mean price 0.6; 1 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 17 ad_requests with mean bid_floor 49.9; 1 sessions in app 'solitaire.solitairemaker.solitaire.klondike.card', 2 ad_requests with mean bid_floor 45.6; 1 sessions in app 'tap.away.out.tapout.master.cube.block.puzzle.games', 16 ad_requests with mean bid_floor 3.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 31;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 32;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.506679315837154;partition is 850;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '94f38ad5-7d41-4d36-91b8-78317061dbbb;uuid is 'c40d91b6-bfad-43e7-a370-431100f468ef';bid_timestamp is '2024-12-23 16:19:54';device_id is '94f38ad5-7d41-4d36-91b8-78317061dbbb';biddate is '2024-12-23';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 32.9222896243082;target_cpi is 5.0639152511538;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'i';bid_floor is 5.84 ;min_floor is 0.0212 ;bidmachine_placement_value is 2.373134;placement_historical_value is ;third_party_bid_price is 5.84;prior_tag_impressions_count is 14 ;time_since_impression is 16514385 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.83;prior_theme_impressions_count is 14;prior_tag_clicks_count is 2 ;time_since_click is '16514382';hour is '2024-12-23 16:00:00+00:00';day_of_week is '0';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.TWBZ.TankWarBattleZone3D', 48 ad_requests with mean bid_floor 14.8; 48 sessions in app 'com.TinyBit.GameOfWords', 652 ad_requests with mean bid_floor 56.8; 1 sessions in app 'com.antistress.relaxing.anxiety.relief.games', 55 ad_requests with mean bid_floor 23.6; 1 sessions in app 'com.baf.connectballs', 1 ad_requests with mean bid_floor 0.0; 11 sessions in app 'com.draw.one.line', 263 ad_requests with mean bid_floor 26.2, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'ezmelts.com' with mean price 0.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'meijer.com' with mean price 1.5, 3 impressions of adomain 'prevagen.com' with mean price 3.9, 1 impressions of adomain 'stingraydirect.com' with mean price 0.6, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 1 impressions of adomain 'zyrtec.com' with mean price 0.6; 1 sessions in app 'com.fiogonia.spades', 12 ad_requests with mean bid_floor 51.2; 2 sessions in app 'com.peoplefun.wordcross', 90 ad_requests with mean bid_floor 8.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.0; 1 sessions in app 'com.sorrykick.MagicPianoTiles', 7 ad_requests with mean bid_floor 13.3; 144 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 6159 ad_requests with mean bid_floor 12.1, 2 impressions of adomain 'janssen.com' with mean price 5.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 19.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 9.3; 22 sessions in app 'word.connect.puzzle.games', 1956 ad_requests with mean bid_floor 37.8; 12 sessions in app 'word.cross.connect.puzzle.games', 81 ad_requests with mean bid_floor 38.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 4587;channel is 'USA/I/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 4587;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.594419640624743;partition is 3169;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_100k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '4bea372f-cd1f-4170-a18f-e7ac4b83683f;uuid is '88af0c9e-9bff-44a9-95f2-702edd95ab9f';bid_timestamp is '2025-02-05 2:50:17';device_id is '4bea372f-cd1f-4170-a18f-e7ac4b83683f';biddate is '2025-02-05';country is 'USA';app is 'com.easybrain.art.puzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 4.389911;target_cpi is 3;campaign is 58198;creative_id is 229286;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'ie';bid_floor is 4.379911 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 91363 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.73;prior_theme_impressions_count is 11;prior_tag_clicks_count is 3 ;time_since_click is '2236942';hour is '2025-02-05 02:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 7.3; 51 sessions in app 'com.boombitgames.Dartsy', 9092 ad_requests with mean bid_floor 215.0; 54 sessions in app 'com.easybrain.art.puzzle', 19623 ad_requests with mean bid_floor 11.9, 1 impressions of adomain '1800flowers.com' with mean price 1.8, 1 impressions of adomain '1800striper.com' with mean price 0.3, 17 impressions of adomain '6sense.com' with mean price 0.3, 6 impressions of adomain 'aaa.com' with mean price 0.2, 2 impressions of adomain 'aapstaff.com' with mean price 0.5, 6 impressions of adomain 'abbvie.com' with mean price 1.1, 1 impressions of adomain 'acddirect.com' with mean price 14.9, 9 impressions of adomain 'adobe.ly' with mean price 3.6, 1 impressions of adomain 'advanceamerica.net' with mean price 0.2, 1 impressions of adomain 'aeipsuccess.ca' with mean price 0.4, 20 impressions of adomain 'ahlstrom.com' with mean price 1.0, 3 impressions of adomain 'akroncantonairport.com' with mean price 0.3, 1 impressions of adomain 'altaequipment.com' with mean price 0.2, 26 impressions of adomain 'amazon.com' with mean price 1.1, 2 impressions of adomain 'andersonbrass.com' with mean price 0.2, 1 impressions of adomain 'andersonintl.com' with mean price 9.3, 1 impressions of adomain 'arcb.com' with mean price 0.2, 1 impressions of adomain 'asgservices.com' with mean price 0.9, 7 impressions of adomain 'astellasoncology.com' with mean price 0.2, 1 impressions of adomain 'atecorp.com' with mean price 33.3, 1 impressions of adomain 'att.com' with mean price 0.4, 4 impressions of adomain 'auto-owners.com' with mean price 0.1, 7 impressions of adomain 'autodesk.com' with mean price 0.3, 1 impressions of adomain 'avalere.com' with mean price 7.1, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 16 impressions of adomain 'averydennison.com' with mean price 1.5, 4 impressions of adomain 'avidly.com' with mean price 0.6, 1 impressions of adomain 'aviomedtech.com' with mean price 0.2, 1 impressions of adomain 'axelentusa.com' with mean price 0.2, 6 impressions of adomain 'axsome.com' with mean price 0.5, 2 impressions of adomain 'bakertilly.com' with mean price 5.1, 1 impressions of adomain 'bausch.com' with mean price 0.1, 2 impressions of adomain 'bcbioenergy.ca' with mean price 0.5, 1 impressions of adomain 'beechnut.com' with mean price 0.4, 1 impressions of adomain 'beehiiv.com' with mean price 20.7, 14 impressions of adomain 'beetronics.com' with mean price 0.6, 17 impressions of adomain 'beiersdorf.com' with mean price 0.5, 2 impressions of adomain 'belkin.com' with mean price 0.1, 1 impressions of adomain 'bigorange.marketing' with mean price 10.0, 1 impressions of adomain 'bingoblaze.com' with mean price 1.5, 1 impressions of adomain 'bio.org' with mean price 0.5, 8 impressions of adomain 'biostate.ai' with mean price 1.6, 1 impressions of adomain 'biotouchglobal.com' with mean price 0.5, 1 impressions of adomain 'bipartisanpolicy.org' with mean price 0.2, 1 impressions of adomain 'blenderbottle.com' with mean price 0.1, 6 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'bluecirclehealth.org' with mean price 1.7, 1 impressions of adomain 'bluetriton.com' with mean price 1.3, 1 impressions of adomain 'bounty.com' with mean price 5.8, 1 impressions of adomain 'bragg.com' with mean price 0.6, 1 impressions of adomain 'brand-acumen-studios.com' with mean price 0.5, 8 impressions of adomain 'brewersassociation.org' with mean price 0.3, 1 impressions of adomain 'brijr.io' with mean price 12.3, 2 impressions of adomain 'brokaw.com' with mean price 0.4, 1 impressions of adomain 'brukinsa.com' with mean price 0.4, 2 impressions of adomain 'budlight.com' with mean price 0.3, 3 impressions of adomain 'buehlers.com' with mean price 0.1, 2 impressions of adomain 'caesarstoneus.com' with mean price 0.8, 1 impressions of adomain 'capvaxive.com' with mean price 0.2, 1 impressions of adomain 'cellsitesolutions.com' with mean price 0.7, 2 impressions of adomain 'cerave.com' with mean price 0.1, 5 impressions of adomain 'certemy.com' with mean price 0.3, 1 impressions of adomain 'certifiedpayroll.com' with mean price 0.2, 1 impressions of adomain 'chicagobusiness.com' with mean price 10.9, 16 impressions of adomain 'chimeicorp.com' with mean price 0.3, 8 impressions of adomain 'cincinnatichildrens.org' with mean price 4.5, 5 impressions of adomain 'circlek.com' with mean price 0.7, 1 impressions of adomain 'circunomics.com' with mean price 0.4, 1 impressions of adomain 'cityclosetselfstorage.com' with mean price 9.2, 1 impressions of adomain 'cleary.edu' with mean price 4.0, 1 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mean price 0.3, 2 impressions of adomain 'cybergolem.ai' with mean price 0.4, 5 impressions of adomain 'dairyqueen.com' with mean price 0.1, 1 impressions of adomain 'dapplebaby.com' with mean price 0.6, 2 impressions of adomain 'delltechnologies.com' with mean price 0.2, 1 impressions of adomain 'deltadentalmi.com' with mean price 0.2, 21 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'designdiverso.com' with mean price 12.9, 1 impressions of adomain 'diametal.com' with mean price 0.2, 1 impressions of adomain 'div.energy' with mean price 0.9, 3 impressions of adomain 'dollargeneral.com' with mean price 0.2, 1 impressions of adomain 'duracell.com' with mean price 0.2, 1 impressions of adomain 'ecoengineers.us' with mean price 0.6, 22 impressions of adomain 'econic-technologies.com' with mean price 0.7, 1 impressions of adomain 'edhec.edu' with mean price 0.2, 1 impressions of adomain 'electrochem.org' with mean price 0.8, 1 impressions of adomain 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'gardnerdenver.com' with mean price 0.2, 2 impressions of adomain 'garnierusa.com' with mean price 0.1, 1 impressions of adomain 'gatlinburgskylift.com' with mean price 0.3, 3 impressions of adomain 'gcc.edu' with mean price 1.2, 11 impressions of adomain 'genfedchecking.com' with mean price 0.6, 1 impressions of adomain 'getecp.com' with mean price 0.3, 23 impressions of adomain 'gianteagle.com' with mean price 4.3, 1 clicks of adomain 'gianteagle.com', 3 impressions of adomain 'globalrwc.com' with mean price 0.3, 1 impressions of adomain 'go2northgate.com' with mean price 0.4, 1 impressions of adomain 'goldbond.com' with mean price 0.2, 1 impressions of adomain 'goodnes.com' with mean price 0.7, 3 impressions of adomain 'goodnites.com' with mean price 0.7, 1 impressions of adomain 'gs-mr.com' with mean price 0.5, 1 impressions of adomain 'hadenclaims.com' with mean price 8.7, 5 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'halfpricebanners.com' with mean price 0.6, 13 impressions of adomain 'hgs.cx' with mean price 0.3, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'high5casino.com' with mean price 0.2, 26 impressions of adomain 'hillspet.com' with mean price 0.2, 1 impressions of adomain 'hitachi-ies.com' with mean price 0.2, 1 impressions of adomain 'hitachi.com' with mean price 0.6, 9 impressions of adomain 'honda.com' with mean price 0.3, 1 impressions of adomain 'hopkinsmedicine.org' with mean price 0.1, 3 impressions of adomain 'hotels.com' with mean price 0.1, 3 impressions of adomain 'huggies.com' with mean price 0.1, 2 impressions of adomain 'huntington.com' with mean price 1.3, 3 impressions of adomain 'hydraulic-controls.com' with mean price 0.3, 2 impressions of adomain 'ibsrela.com' with mean price 7.0, 1 impressions of adomain 'imperial.ac.uk' with mean price 0.3, 1 impressions of adomain 'indium.tech' with mean price 0.2, 3 impressions of adomain 'indoor.ag' with mean price 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0.2, 1 impressions of adomain 'kolpulse.com' with mean price 18.1, 1 impressions of adomain 'kretschmardeli.com' with mean price 1.8, 1 impressions of adomain 'kuraray.us.com' with mean price 1.5, 1 impressions of adomain 'lasttechnology.it' with mean price 0.3, 3 impressions of adomain 'lenovo.com' with mean price 0.1, 1 impressions of adomain 'letshearitcast.com' with mean price 18.6, 4 impressions of adomain 'libtayo.com' with mean price 0.2, 1 impressions of adomain 'linktr.ee' with mean price 0.4, 7 impressions of adomain 'livdelzi.com' with mean price 6.1, 1 impressions of adomain 'loanlogics.com' with mean price 44.6, 1 impressions of adomain 'lobstermaniaslots.com' with mean price 1.5, 1 impressions of adomain 'logicadz.com' with mean price 1.0, 4 impressions of adomain 'logisticsinformation.com' with mean price 2.8, 1 impressions of adomain 'logitech.com' with mean price 0.1, 1 impressions of adomain 'lubbockeda.org' with mean price 1.6, 1 impressions of adomain 'lumryz.com' with mean price 0.3, 1 impressions of adomain 'lyondellbasell.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 18 impressions of adomain 'marketingstructegy.com' with mean price 0.3, 1 impressions of adomain 'marketplaceevents.com' with mean price 0.2, 5 impressions of adomain 'martincsi.com' with mean price 0.2, 18 impressions of adomain 'maybelline.com' with mean price 0.1, 1 impressions of adomain 'mbgrowthpartners.com' with mean price 0.4, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'mcfinntech.com' with mean price 0.2, 19 impressions of adomain 'meijer.com' with mean price 0.3, 2 impressions of adomain 'metalworkingsolution.com' with mean price 0.2, 1 impressions of adomain 'metamucil.com' with mean price 4.8, 4 impressions of adomain 'mgmresorts.com' with mean price 2.5, 1 impressions of adomain 'michaeljfox.org' with mean price 0.3, 1 impressions of adomain 'michianamolding.com' with mean price 0.4, 1 impressions of adomain 'microsoft.com' with mean price 0.3, 2 impressions of adomain 'mig-now.com' with mean price 0.3, 6 impressions of adomain 'milanicosmetics.com' with mean price 0.2, 1 impressions of adomain 'modernhearing.net' with mean price 0.4, 6 impressions of adomain 'mondelezinternational.com' with mean price 0.4, 1 impressions of adomain 'monolithicpower.com' with mean price 0.6, 2 impressions of adomain 'mountvernon.org' with mean price 0.1, 1 impressions of adomain 'msi.com' with mean price 0.6, 2 impressions of adomain 'musicmaxinc.com' with mean price 0.4, 4 impressions of adomain 'navy.com' with mean price 0.3, 1 impressions of adomain 'neighborworks.org' with mean price 7.2, 7 impressions of adomain 'nema.org' with mean price 0.3, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 1 impressions of adomain 'newbalance.com' with mean price 0.4, 2 impressions of adomain 'newpub.co' with mean price 4.3, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 3.5, 2 impressions of adomain 'newpub.co/spades' with mean price 2.1, 1 impressions of adomain 'newyorkdivorceattorney.com' with mean price 0.2, 1 impressions of adomain 'ninjatrader.com' with mean price 0.1, 1 impressions of adomain 'niobium.tech' with mean price 0.7, 55 impressions of adomain 'notablesystems.com' with mean price 2.3, 2 impressions of adomain 'novartispharmaceuticals.com' with mean price 1.8, 3 impressions of adomain 'nucala.com' with mean price 3.3, 2 impressions of adomain 'nuenergen.com' with mean price 0.3, 3 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 5 impressions of adomain 'nybakery.com' with mean price 0.6, 12 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'oakridgelandscapeinc.com' with mean price 0.2, 1 impressions of adomain 'occmedmd.com' with mean price 1.0, 17 impressions of adomain 'ocrevus.com' with mean price 1.1, 1 impressions of adomain 'ohio.edu' with mean price 2.4, 3 impressions of adomain 'ohio.gov' with mean price 8.0, 3 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'onehourheatandair.com' with mean price 0.2, 6 impressions of adomain 'ontelproducts.com' with mean price 0.1, 1 impressions of adomain 'oredmasters.com' with mean price 0.3, 2 impressions of adomain 'orgain.com' with mean price 0.2, 3 impressions of adomain 'orgovyx.com' with mean price 0.3, 2 impressions of adomain 'osu.edu' with mean price 0.3, 1 impressions of adomain 'padcev.com' with mean price 0.2, 2 impressions of adomain 'pandaexpress.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 1.3, 4 impressions of adomain 'paycom.com' with mean price 0.3, 16 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pediasure.com' with mean price 0.4, 1 impressions of adomain 'pennfoster.edu' with mean price 0.2, 1 impressions of adomain 'pepcid.com' with mean price 0.2, 4 impressions of adomain 'pepsi.com' with mean price 0.1, 1 impressions of adomain 'petiq.com' with mean price 0.1, 5 impressions of adomain 'petsafe.net' with mean price 0.1, 1 impressions of adomain 'pfm.it' with mean price 0.5, 3 impressions of adomain 'phchd.com' with mean price 0.3, 1 impressions of adomain 'picoquant.com' with mean price 1.3, 1 impressions of adomain 'pipedrive.com' with mean price 1.8, 6 impressions of adomain 'plasticdesigncompany.com' with mean price 6.4, 1 impressions of adomain 'playtika.com' with mean price 0.1, 1 impressions of adomain 'poet.com' with mean price 0.2, 2 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'pokemongolive.com' with mean price 0.2, 1 impressions of adomain 'polyelectronics.us' with mean price 10.0, 1 impressions of adomain 'primeproviders.com' with mean price 2.3, 2 impressions of adomain 'proemion.com' with mean price 2.4, 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'prolabs.com' with mean price 0.4, 3 impressions of adomain 'proplate.com' with mean price 3.5, 1 impressions of adomain 'protecall.com' with mean price 0.2, 8 impressions of adomain 'publicissapient.com' with mean price 0.2, 2 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'purdue.edu' with mean price 0.4, 6 impressions of adomain 'qservegroup.com' with mean price 0.7, 1 impressions of adomain 'qsrrecruiters.com' with mean price 0.4, 13 impressions of adomain 'racingoptics.com' with mean price 4.8, 1 impressions of adomain 'ratedpower.com' with mean price 0.2, 3 impressions of adomain 'raymarine.com' with mean price 0.1, 1 impressions of adomain 'redcross.org' with mean price 0.4, 2 impressions of adomain 'regeneron.com' with mean price 0.1, 11 impressions of adomain 'rei.com' with mean price 1.0, 1 impressions of adomain 'renewalbyandersen.com' with mean price 0.2, 3 impressions of adomain 'revlon.com' with mean price 0.4, 5 impressions of adomain 'rocketmortgage.com' with mean price 2.7, 1 impressions of adomain 'rodger-that.com' with mean price 0.4, 6 impressions of adomain 'rosenbergusa.com' with mean price 2.6, 4 impressions of adomain 'rossu.edu' with mean price 5.6, 1 impressions of adomain 'royalcanin.com' with mean price 0.2, 1 impressions of adomain 'rrms.com' with mean price 2.5, 1 impressions of adomain 'rxo.com' with mean price 1.1, 1 impressions of adomain 'salonduchocolatnyc.com' with mean price 0.3, 54 impressions of adomain 'samsung.com' with mean price 0.2, 27 impressions of adomain 'sap.com' with mean price 0.5, 1 impressions of adomain 'sbec.com' with mean price 0.3, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'scotlandhealth.org' with mean price 0.4, 1 impressions of adomain 'scottbrand.com' with mean price 0.5, 14 impressions of adomain 'seachangemn.com' with mean price 2.0, 2 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sharecare.com' with mean price 0.4, 1 clicks of adomain 'shingrix.com', 24 impressions of adomain 'shingrix.com' with mean price 5.1, 8 impressions of adomain 'shopify.com' with mean price 6.8, 2 impressions of adomain 'siemens.com' with mean price 0.4, 23 impressions of adomain 'signanthealth.com' with mean price 5.3, 1 impressions of adomain 'silversneakers.com' with mean price 0.6, 1 impressions of adomain 'sinobiological.com' with mean price 0.2, 4 impressions of adomain 'smithers.com' with mean price 0.7, 1 impressions of adomain 'solarisbiotech.com' with mean price 0.9, 1 impressions of adomain 'sonicwall.com' with mean price 10.9, 3 impressions of adomain 'sourcingjournal.com' with mean price 0.3, 2 impressions of adomain 'sphera.com' with mean price 0.6, 3 impressions of adomain 'srmax.com' with mean price 0.6, 1 impressions of adomain 'ssi-schaefer.com' with mean price 23.0, 2 impressions of adomain 'staffingsolutionsenterprises.com' with mean price 0.5, 3 impressions of adomain 'stasherbag.com' with mean price 0.1, 1 impressions of adomain 'stellaartois.com' with mean price 0.5, 1 impressions of adomain 'strategicaccounts.org' with mean price 0.3, 1 impressions of adomain 'stregisbalharbour.com' with mean price 0.2, 10 impressions of adomain 'subaru.com' with mean price 0.5, 2 impressions of adomain 'summacare.com' with mean price 0.7, 9 impressions of adomain 'summahealth.org' with mean price 0.5, 1 impressions of adomain 'supertreat.net' with mean price 0.1, 1 impressions of adomain 'suretest.health' with mean price 1.5, 2 impressions of adomain 'surveymonkey.com' with mean price 0.1, 1 impressions of adomain 'sva.edu' with mean price 0.2, 22 impressions of adomain 'takeda.com' with mean price 0.2, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 21 impressions of adomain 'tanium.com' with mean price 3.4, 1 clicks of adomain 'tanium.com', 1 impressions of adomain 'targamedia.com' with mean price 0.5, 1 impressions of adomain 'teachable.com' with mean price 1.2, 1 impressions of adomain 'teads.com' with mean price 8.3, 1 impressions of adomain 'technimove.com' with mean price 0.3, 4 impressions of adomain 'tenovos.com' with mean price 2.9, 3 impressions of adomain 'tezspire.com' with mean price 0.9, 2 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 1 impressions of adomain 'thelightstreamgroup.com' with mean price 0.2, 5 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.3, 3 impressions of adomain 'tiktok.com' with mean price 2.1, 2 impressions of adomain 'toastmasters.org' with mean price 0.1, 1 impressions of adomain 'toyota.com' with mean price 0.1, 14 impressions of adomain 'traveltexas.com' with mean price 0.2, 2 impressions of adomain 'tri-c.edu' with mean price 0.6, 1 impressions of adomain 'twstevents.com' with mean price 20.7, 3 impressions of adomain 'ubykotex.com' with mean price 1.1, 1 impressions of adomain 'uhhospitals.org' with mean price 0.4, 2 impressions of adomain 'ul.com' with mean price 1.2, 1 impressions of adomain 'umd.edu' with mean price 0.6, 1 impressions of adomain 'unityhealthtech.com' with mean price 0.4, 5 impressions of adomain 'urbandecay.com' with mean price 0.2, 3 impressions of adomain 'uwsummitmedina.org' with mean price 9.1, 6 impressions of adomain 'vanguard.com' with mean price 0.3, 3 impressions of adomain 'verifymy.io' with mean price 0.4, 61 impressions of adomain 'verizon.com' with mean price 0.5, 1 impressions of adomain 'vettingcarriers.com' with mean price 0.3, 8 impressions of adomain 'vicks.com' with mean price 1.1, 2 impressions of adomain 'vindicocme.com' with mean price 0.3, 3 impressions of adomain 'vishay.com' with mean price 0.6, 6 impressions of adomain 'voestalpine.com' with mean price 2.5, 2 impressions of adomain 'vyvgart.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.4, 9 impressions of adomain 'walmart.com' with mean price 0.8, 1 impressions of adomain 'washingtonpost.com' with mean price 0.2, 1 impressions of adomain 'wcblfab.com' with mean price 0.3, 1 impressions of adomain 'weareaka.com' with mean price 0.5, 1 impressions of adomain 'welendllc.com' with mean price 2.3, 1 impressions of adomain 'wendoverart.com' with mean price 0.5, 2 impressions of adomain 'westfield-bank.com' with mean price 2.0, 15 impressions of adomain 'whatisshingles.com' with mean price 5.1, 1 clicks of adomain 'whatisshingles.com', 5 impressions of adomain 'wowl.io' with mean price 5.0, 20 impressions of adomain 'xtandi.com' with mean price 0.3, 4 impressions of adomain 'xyzal.com' with mean price 0.2, 2 impressions of adomain 'yokohamajapan.com' with mean price 0.4, 1 impressions of adomain 'zawya.com' with mean price 0.5, 3 impressions of adomain 'zaxisinc.com' with mean price 0.6, 1 impressions of adomain 'zyrtec.com' with mean price 0.1; 36 sessions in app 'com.euchre.solitaire.plus.offline.free.card.games', 11277 ad_requests with mean bid_floor 15.2, 3 impressions of adomain 'amazon.com' with mean price 0.6, 2 impressions of adomain 'cdw.com' with mean price 0.7, 1 impressions of adomain 'cox.com' with mean price 1.0, 1 impressions of adomain 'culturelle.com' with mean price 0.4, 1 impressions of adomain 'draeger.com' with mean price 0.6, 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 1 impressions of adomain 'leadingresponse.com' with mean price 0.7, 1 impressions of adomain 'meijer.com' with mean price 1.4, 1 impressions of adomain 'modernhearing.net' with mean price 0.6, 5 impressions of adomain 'newpub.co' with mean price 10.2, 5 clicks of adomain 'newpub.co', 1 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 5 impressions of adomain 'paulmitchell.com' with mean price 0.8, 1 clicks of adomain 'productmadness.com', 2 impressions of adomain 'productmadness.com' with mean price 5.2, 1 impressions of adomain 'propertypanorama.com' with mean price 0.6, 2 impressions of adomain 'qulipta.com' with mean price 0.8, 2 impressions of adomain 'summahealth.org' with mean price 0.6, 1 impressions of adomain 'visitmercercountypa.com' with mean price 0.9, 1 impressions of adomain 'walgreens.com' with mean price 0.1; 6 sessions in app 'com.grandcashslots.free.gp', 119 ad_requests with mean bid_floor 152.4; 30 sessions in app 'com.playvalve.spades', 7416 ad_requests with mean bid_floor 53.7, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'bp.com' with mean price 0.4, 1 impressions of adomain 'cad.cdjakit.com' with mean price 0.5, 1 impressions of adomain 'flixchatter.net' with mean price 0.5, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'michaeljfox.org' with mean price 0.8; 11 sessions in app 'com.sports.real.golf.rival.online', 110 ad_requests with mean bid_floor 145.5; 2 sessions in app 'com.tripledot.woodoku', 11 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.wildcard.spades', 43 ad_requests with mean bid_floor 3.8; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.2; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 15.5; 14 sessions in app 'in.playsimple.wordtrip', 48 ad_requests with mean bid_floor 16.3; 4 sessions in app 'vegas.classic.slots.bravo.free.android', 966 ad_requests with mean bid_floor 52.5; 1 sessions in app 'wallpaper.hd.live.background', 2 ad_requests with mean bid_floor 9.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 25;channel is 'USA/I/bidmachine/com.easybrain.art.puzzle/False/33';time_since_click_in_hours is 621;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.269847584717388;partition is 1174;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_Bidease_CPA_prog2_abdoul_500k_08_20_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_Bidease_CPI_install_abdoul_100k_08_20_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_Baseline_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_Bidease_CPA_Prog6_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_01_08_2025' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'd917ca10-0cae-442a-82cc-bbd96d0ccc9e;uuid is 'f8289204-1396-46d3-8f5e-24e29115e5ec';bid_timestamp is '2025-01-04 4:51:27';device_id is 'd917ca10-0cae-442a-82cc-bbd96d0ccc9e';biddate is '2025-01-04';country is 'USA';app is 'gin.rummy.ginrummy.free.online.offline.classic.card.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.33660673722624;target_cpi is 2.5;campaign is 57717;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 9.716667;placement_historical_value is 7.262436;third_party_bid_price is ;prior_tag_impressions_count is 16 ;time_since_impression is 367995 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.93;prior_theme_impressions_count is 16;prior_tag_clicks_count is 4 ;time_since_click is '367985';hour is '2025-01-04 04:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'and.lihuhu.threedotscollectemall', 37 ad_requests with mean bid_floor 2.0; 51 sessions in app 'canasta.card.game.trick.rummy.poker.joker.online.multiplayer.offline.game', 663 ad_requests with mean bid_floor 6.7; 4 sessions in app 'com.antivirus', 11 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.bigsoft.clap.myphone', 4 ad_requests with mean bid_floor 1.5; 80 sessions in app 'com.mattel163.phase10', 1972 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'att.com' with mean price 5.7; 27 sessions in app 'com.mobilityware.Spades', 225 ad_requests with mean bid_floor 10.2; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 6.0; 17 sessions in app 'com.playvalve.yatzy', 1844 ad_requests with mean bid_floor 89.4, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'brother-usa.com' with mean price 0.4, 1 impressions of adomain 'coopteachers.com' with mean price 0.4, 1 impressions of adomain 'furniturerow.com' with mean price 0.5, 4 impressions of adomain 'garnierusa.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'madison-reed.com' with mean price 0.3, 1 impressions of adomain 'nba.com' with mean price 0.6, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'southwest.com' with mean price 0.3; 1 sessions in app 'com.rokutv.remote.app', 5 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.smart.remote.control.app', 20 ad_requests with mean bid_floor 11.0; 1 sessions in app 'com.starmobi.remotetv', 1 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.trace.ar.drawing', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 7.1; 53 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 2214 ad_requests with mean bid_floor 9.6, 1 impressions of adomain 'azoproducts.com' with mean price 1.0, 1 impressions of adomain 'bidease.com_101931' with mean price 1.0, 13 impressions of adomain 'cdw.com' with mean price 0.8, 1 impressions of adomain 'endhivdallascounty.org' with mean price 1.4, 1 impressions of adomain 'felicianofinancial.com' with mean price 1.4, 18 impressions of adomain 'hrblock.com' with mean price 0.6, 1 impressions of adomain 'ibewyes.org' with mean price 1.2, 2 impressions of adomain 'jimsfirearms.net' with mean price 1.1, 1 impressions of adomain 'kingmanhc.com' with mean price 0.7, 3 impressions of adomain 'marshallfordtexas.com' with mean price 0.6, 1 impressions of adomain 'moderatrinitydallas.com' with mean price 1.2, 1 impressions of adomain 'morganandco.com' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 7.0, 1 clicks of adomain 'newpub.co', 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 5.0, 4 impressions of adomain 'noblecu.com' with mean price 1.5, 1 impressions of adomain 'paradortownhomes.com' with mean price 0.6, 1 impressions of adomain 'priscillamccall.com' with mean price 0.9, 1 impressions of adomain 'progressive.com' with mean price 0.6, 5 impressions of adomain 'prosperitybankusa.com' with mean price 0.5, 1 impressions of adomain 'rrbgqss.com' with mean price 0.7, 2 impressions of adomain 'southwest.com' with mean price 0.6, 2 impressions of adomain 'tacoheads.com' with mean price 0.6, 6 impressions of adomain 'trajanwealth.com' with mean price 3.2, 1 impressions of adomain 'txdot.gov' with mean price 0.7, 2 impressions of adomain 'visitingangels.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 33 sessions in app 'in.playsimple.wordbingo', 681 ad_requests with mean bid_floor 17.6; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 19.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 102;channel is 'USA/V/bidmachine/gin.rummy.ginrummy.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 102;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.427718514349691;partition is 1174;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_30d' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'bloom_gin.rummy.ginrummy.free.online.offline.classic.card.game_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'ac2424bc-fff5-4c24-b534-cef730c949d9;uuid is 'e1c8dd57-7ee1-446d-a53e-49bc600ea069';bid_timestamp is '2024-12-22 9:18:40';device_id is 'ac2424bc-fff5-4c24-b534-cef730c949d9';biddate is '2024-12-22';country is 'USA';app is 'com.marketer.greenpass';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 3.10018914751708;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 27 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.023731;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 49 ;time_since_impression is 13088965 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.68;prior_theme_impressions_count is 49;prior_tag_clicks_count is 23 ;time_since_click is '13088922';hour is '2024-12-22 09:00:00+00:00';day_of_week is '6';os_version is 11;user_behavior_stats_in_past is '1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 8 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 3 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.marketer.greenpass', 19 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.marketer.reserverdeals', 20 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.meeseva.bazaar', 6 ad_requests with mean bid_floor 3.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3635;channel is 'USA/I/applovin/com.marketer.greenpass/False/117';time_since_click_in_hours is 3636;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.853013558987925;partition is 172;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V5_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_100k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'embeddings_centroid_similarity_installs_1191435163' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '4e3ba305-d7d3-410a-bb3a-84c476187431;uuid is 'f901052f-9c89-479f-9b62-e12dc51d7de7';bid_timestamp is '2025-01-16 3:13:19';device_id is '4e3ba305-d7d3-410a-bb3a-84c476187431';biddate is '2025-01-16';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.49570151977241;target_cpi is 1.5;campaign is 57970;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 744656 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.29;prior_theme_impressions_count is 12;prior_tag_clicks_count is 9 ;time_since_click is '1026067';hour is '2025-01-16 03:00:00+00:00';day_of_week is '3';os_version is 10;user_behavior_stats_in_past is '12 sessions in app 'air.com.pixelfederation.seaport.explore.collect.trade', 53 ad_requests with mean bid_floor 78.1; 85 sessions in app 'com.blackout.spades', 6396 ad_requests with mean bid_floor 16.7, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'fidiumfiber.com' with mean price 0.8, 1 impressions of adomain 'instagram.com' with mean price 0.4, 1 clicks of adomain 'mondelezinternational.com', 1 impressions of adomain 'mondelezinternational.com' with mean price 11.6, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 11.5, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'paulmitchell.com' with mean price 0.7, 1 clicks of adomain 'whoop.com', 2 impressions of adomain 'whoop.com' with mean price 0.5; 84 sessions in app 'com.ig.bus.out', 1287 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'allstate.com' with mean price 0.4, 145 impressions of adomain 'amazon.com' with mean price 0.3, 1 clicks of adomain 'avocadosfrommexico.com', 1 impressions of adomain 'avocadosfrommexico.com' with mean price 6.7, 2 impressions of adomain 'bestbuy.com' with mean price 5.1, 1 clicks of adomain 'bestbuy.com', 1 impressions of adomain 'bimbousa.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.1, 12 clicks of adomain 'comcast.com', 13 impressions of adomain 'comcast.com' with mean price 9.8, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 1 impressions of adomain 'cvsa.org' with mean price 0.7, 1 impressions of adomain 'depend.com' with mean price 0.1, 6 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'drinkhint.com' with mean price 0.2, 8 impressions of adomain 'fidiumfiber.com' with mean price 0.8, 1 impressions of adomain 'fivecounty.com' with mean price 0.2, 3 impressions of adomain 'foodforthepoor.org' with mean price 0.2, 3 impressions of adomain 'gatorade.com' with mean price 0.2, 4 impressions of adomain 'kohler.com' with mean price 0.2, 1 impressions of adomain 'lacteol.com' with mean price 0.1, 2 clicks of adomain 'linkedin.com', 3 impressions of adomain 'linkedin.com' with mean price 8.0, 1 impressions of adomain 'lovehurtsmovie.com' with mean price 7.0, 1 clicks of adomain 'lovehurtsmovie.com,universalpictures.com', 1 impressions of adomain 'marriott.com' with mean price 0.3, 1 impressions of adomain 'mars.com' with mean price 0.1, 4 impressions of adomain 'meetboston.com' with mean price 0.3, 1 impressions of adomain 'migraine.com' with mean price 0.6, 2 impressions of adomain 'newbalance.com' with mean price 0.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 10.0, 13 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'orgain.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'peacocktv.com' with mean price 0.2, 1 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'proactiv.com' with mean price 0.4, 2 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'thenewprimal.com' with mean price 0.2, 6 impressions of adomain 'voquezna.com' with mean price 0.3, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'wendys.com' with mean price 0.8, 13 impressions of adomain 'whoop.com' with mean price 0.2, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.2; 9 sessions in app 'com.mobilityware.freecell', 422 ad_requests with mean bid_floor 12.9, 1 impressions of adomain 'scotts.com' with mean price 3.0, 5 impressions of adomain 'spectrum.com' with mean price 7.4; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 6.5; 4 sessions in app 'com.wonderpeople.megahitpoker.global', 23 ad_requests with mean bid_floor 87.1; 2 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 47 ad_requests with mean bid_floor 0.3, 7 impressions of adomain 'hrblock.com' with mean price 1.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 206;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 285;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.40624676192241;partition is 3571;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'd292cf2d-9374-479b-914d-7e4a76b694be';bid_timestamp is '2025-02-01 3:05:11';device_id is 'bc168e6f-2624-4c1b-94a8-feee75a0baf9';biddate is '2025-02-01';country is 'USA';app is 'com.chaining.pathpuzzle';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'chartboost-android-sdk';raw_price is 9.14375025156658;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 2 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is 0.237314;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-01 03:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.chaining.pathpuzzle/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.942350521131731;partition is 2124;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '65e60448-84d1-4869-975f-d4320617fdaf;uuid is '25832aeb-7668-4518-8380-565a8f652a18';bid_timestamp is '2025-02-03 17:03:39';device_id is '65e60448-84d1-4869-975f-d4320617fdaf';biddate is '2025-02-03';country is 'USA';app is 'schedule.note.tdl';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'fyber';raw_price is 3.88019603490829;target_cpi is 0.04;campaign is 58254;creative_id is 219049;session_duration is 2000 ;seller_name is 'DT Exchange SSP (Fyber)';seller_id is 119;content_type is 'vi';bid_floor is 1.749 ;min_floor is 1.749 ;bidmachine_placement_value is 13.342658;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-03 17:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'air.com.slots.boss', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'co.aviagames.mtp.bingobattle.samsung', 7 ad_requests with mean bid_floor 1.2; 7 sessions in app 'coloring.color.number.happy.paint.art.drawing.puzzle', 556 ad_requests with mean bid_floor 1.5, 1 impressions of adomain 'bingocash.com' with mean price 1.0, 1 impressions of adomain 'marriott.com' with mean price 0.4, 1 impressions of adomain 'myq.com' with mean price 3.0, 2 impressions of adomain 'petco.com' with mean price 0.5, 8 impressions of adomain 'solitairecash.com' with mean price 2.7; 2 sessions in app 'com.antivirus.viruscleaner.junkcleaner.app', 5 ad_requests with mean bid_floor 5.2; 7 sessions in app 'com.applock.password.atodo', 115 ad_requests with mean bid_floor 6.0; 5 sessions in app 'com.baloota.photorecyclebin.awm.sp', 7 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.bears.rain.instead.technique', 16 ad_requests with mean bid_floor 36.0; 1 sessions in app 'com.bingo.ahead.android', 19 ad_requests with mean bid_floor 12.0; 1 sessions in app 'com.bingo.legends.game', 2 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.bingoheaven.crazy.fungame', 1 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.bogardus.connlyn.kay', 12 ad_requests with mean bid_floor 0.0; 15 sessions in app 'com.browserzheng.foundernews', 2023 ad_requests with mean bid_floor 8.3; 1 sessions in app 'com.burakgon.gamebooster3', 4 ad_requests with mean bid_floor 2.6; 2 sessions in app 'com.classic.blue.card', 21 ad_requests with mean bid_floor 9.8; 1 sessions in app 'com.clit.mana', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.cooking.bingo.ldkwh', 2 ad_requests with mean bid_floor 1.9; 2 sessions in app 'com.cyber.clean', 5 ad_requests with mean bid_floor 4.2; 39 sessions in app 'com.devicefile.clear.helper', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.drama.happy.look', 6 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.dramawave.app', 1 ad_requests with mean bid_floor 175.5; 1 sessions in app 'com.drillsoftwell.bingo', 14 ad_requests with mean bid_floor 6.7; 2 sessions in app 'com.dropandstrike.fallingballsgame', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.emoji.background.camera.photoeditor', 14 ad_requests with mean bid_floor 24.7; 1 sessions in app 'com.facechanger.agingapp.futureself', 3 ad_requests with mean bid_floor 5.2; 8 sessions in app 'com.fee.fileease', 31 ad_requests with mean bid_floor 5.0; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.fortune.slots.tree.rich.world.marshmallow.sparkle', 18 ad_requests with mean bid_floor 2.5; 2 sessions in app 'com.freedom.designed.funds', 65 ad_requests with mean bid_floor 20.6, 1 impressions of adomain 'rewards-locker.com' with mean price 82.4; 4 sessions in app 'com.fvd.video.videodownloader', 14 ad_requests with mean bid_floor 110.2; 2 sessions in app 'com.gamblenop.fortuneqrs', 54 ad_requests with mean bid_floor 17.4; 1 sessions in app 'com.gmatch3d.tgoods', 12 ad_requests with mean bid_floor 17.4; 4 sessions in app 'com.gs.bb', 29 ad_requests with mean bid_floor 462.7; 38 sessions in app 'com.image.conveimage', 31664 ad_requests with mean bid_floor 10.0; 2 sessions in app 'com.intensedev.classicsolitaire.gp', 75 ad_requests with mean bid_floor 340.7; 7 sessions in app 'com.itechnosolut.devicetree', 14 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.king.kingdom.final', 44 ad_requests with mean bid_floor 140.7; 2 sessions in app 'com.ksgmobileinc.lobstermaniaslots', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.lemel.hiddengame', 51 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'productmadness.com' with mean price 0.7; 7 sessions in app 'com.lumacleaner.amazonpro', 83 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.masber.puzzle.popping.cutie', 6 ad_requests with mean bid_floor 3.5; 2 sessions in app 'com.menagerie.merge.fun.avatar', 37 ad_requests with mean bid_floor 2.5; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 6 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.mn.spark.browser.nm', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.moon.dental.whether.origin', 13 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.neat.security.file', 4 ad_requests with mean bid_floor 5.2; 32 sessions in app 'com.newleaf.app.android.victor', 306 ad_requests with mean bid_floor 112.0; 1 sessions in app 'com.newreading.goodreels', 9 ad_requests with mean bid_floor 37.8; 1 sessions in app 'com.photo.ai.art.agecam.fx', 4 ad_requests with mean bid_floor 102.5; 1 sessions in app 'com.piriform.ccleaner', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 4.1; 6 sessions in app 'com.plush.rounsm.clean', 130 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.poep.maskp.antivirus', 25 ad_requests with mean bid_floor 5.2; 57 sessions in app 'com.qrcode.quick.scango', 2110 ad_requests with mean bid_floor 7.3; 2 sessions in app 'com.qrexplore.efficient.management.assist.code', 32 ad_requests with mean bid_floor 10.4; 4 sessions in app 'com.rjp.diarypro', 29 ad_requests with mean bid_floor 4.3; 2 sessions in app 'com.sea.match.abyssal.tiles', 18 ad_requests with mean bid_floor 42.7; 2 sessions in app 'com.secbi.hogur', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.set.starry.plain', 21 ad_requests with mean bid_floor 36.7; 1 sessions in app 'com.sifskj.ecsrsha.sjem', 24 ad_requests with mean bid_floor 154.8; 1 sessions in app 'com.slottcamproakkkiob.boom', 49 ad_requests with mean bid_floor 3.1; 8 sessions in app 'com.spaceclean.quickcleaner', 127 ad_requests with mean bid_floor 129.4; 32 sessions in app 'com.stay.healthy.calorie', 2271 ad_requests with mean bid_floor 3.6; 13 sessions in app 'com.storymatrix.drama', 67 ad_requests with mean bid_floor 28.6; 2 sessions in app 'com.superplaystudios.dicedreams', 2 ad_requests with mean bid_floor 10.9; 1 sessions in app 'com.sweeper.phone.cleaner.junk', 10 ad_requests with mean bid_floor 4.7; 3 sessions in app 'com.talent.billiards.balls.merge', 16 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 2.1; 5 sessions in app 'com.unicostudio.braintest4', 48 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.unicostudio.braintestlegacy', 10 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.vafra.browser', 4 ad_requests with mean bid_floor 26.5; 1 sessions in app 'com.vibe.video.videodownloader', 26 ad_requests with mean bid_floor 199.3; 1 sessions in app 'com.volleyball.beach.leisurely.merge', 6 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.witch.spin.wheel', 40 ad_requests with mean bid_floor 118.6; 14 sessions in app 'dl.todo.tdtask', 1245 ad_requests with mean bid_floor 9.6; 4 sessions in app 'easy.launcher', 4 ad_requests with mean bid_floor 0.0; 44 sessions in app 'ffee.file.explorer', 3702 ad_requests with mean bid_floor 3.9, 1 impressions of adomain 'cleanfox.io' with mean price 1.5, 1 impressions of adomain 'mycashery.com' with mean price 1.8, 1 impressions of adomain 'shopify.com' with mean price 1.6, 2 impressions of adomain 'speedcash.com' with mean price 2.1, 1 clicks of adomain 'tabrowser.top', 1 impressions of adomain 'tabrowser.top' with mean price 5.7; 16 sessions in app 'hqs.handy.qrcode.scanner', 103 ad_requests with mean bid_floor 5.2; 2 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 27.7; 3 sessions in app 'live.hitshow.shorttv', 11 ad_requests with mean bid_floor 6.6; 6 sessions in app 'live.shorttv.apps', 92 ad_requests with mean bid_floor 92.4; 36 sessions in app 'nm.note.mate', 6371 ad_requests with mean bid_floor 10.1; 1 sessions in app 'phone.clean.master.battery.antivirus.ora', 6 ad_requests with mean bid_floor 29.0; 29 sessions in app 'schedule.note.tdl', 2635 ad_requests with mean bid_floor 12.1; 19 sessions in app 'supersuper.car.wp', 58 ad_requests with mean bid_floor 10.3; 21 sessions in app 'tb.task.beats', 2274 ad_requests with mean bid_floor 11.6; 1 sessions in app 'top.piscess.pisces', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'yu.neo.cleanse', 308 ad_requests with mean bid_floor 11.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/fyber/schedule.note.tdl/False/119';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.152093789042886;partition is 2027;segments is ['com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPA(af_app_opened)_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_light_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_100k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'com.loppipoppi.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '63f3bad3-0a5e-4f24-b8aa-033a8a32267a;uuid is 'e0474184-8eb3-4393-a1b2-10741ea60bcc';bid_timestamp is '2025-01-16 23:45:30';device_id is '63f3bad3-0a5e-4f24-b8aa-033a8a32267a';biddate is '2025-01-16';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 5.6278341297704;target_cpi is 6.35676309451626;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 1.07325 ;min_floor is ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 54 ;time_since_impression is 77648 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.54;prior_theme_impressions_count is 54;prior_tag_clicks_count is 19 ;time_since_click is '250263';hour is '2025-01-16 23:00:00+00:00';day_of_week is '3';os_version is 11;user_behavior_stats_in_past is '45 sessions in app 'com.LoopGames.Domino', 2755 ad_requests with mean bid_floor 3.6, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'discover.com' with mean price 1.2, 2 impressions of adomain 'newpub.co/spades' with mean price 1.8, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 12 impressions of adomain 'shoppersvoice.com' with mean price 1.1; 5 sessions in app 'com.blackout.spades', 1350 ad_requests with mean bid_floor 25.9, 2 impressions of adomain 'amazon.com' with mean price 0.9, 2 impressions of adomain 'disneyplus.com' with mean price 0.2; 38 sessions in app 'com.fiogonia.dominoes', 6939 ad_requests with mean bid_floor 33.6; 22 sessions in app 'com.fiogonia.spades', 4074 ad_requests with mean bid_floor 42.3; 21 sessions in app 'com.king.candycrushsodasaga', 105 ad_requests with mean bid_floor 13.0; 13 sessions in app 'com.lyoomatch.jewelscrush.princessadventure', 170 ad_requests with mean bid_floor 23.4; 5 sessions in app 'com.mobilityware.Spades', 215 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.peoplefun.wordcross', 21 ad_requests with mean bid_floor 6.5; 30 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1371 ad_requests with mean bid_floor 12.8, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 2.2, 5 clicks of adomain 'newpub.co/spades', 8 impressions of adomain 'newpub.co/spades' with mean price 4.7; 6 sessions in app 'com.tripledot.solitaire', 386 ad_requests with mean bid_floor 9.5, 2 impressions of adomain 'depend.com' with mean price 0.0, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4, 1 impressions of adomain 'sublocade.com' with mean price 0.9; 2 sessions in app 'com.tripledot.woodoku', 42 ad_requests with mean bid_floor 6.9; 1 sessions in app 'com.vottzapps.wordle', 1 ad_requests with mean bid_floor 5.2; 20 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 82 ad_requests with mean bid_floor 86.8; 12 sessions in app 'in.playsimple.wordtrip', 306 ad_requests with mean bid_floor 31.5; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 5.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 21;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 70;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.811943444697059;partition is 3975;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'loppipoppi.yatzy_apps_embeddings_similarity' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'bloom_com.fiogonia.spades_USA_80' 'bloom_com.fiogonia.dominoes_USA_1d'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '9d6eaf0d-4103-4854-b95c-f7d87b0a9ddf';bid_timestamp is '2025-01-31 23:47:45';device_id is 'virt:f0f7025f33c01ef9996be696b86bfa04';biddate is '2025-01-31';country is 'USA';app is 'thxdroid.androidapp.translatepro';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2df45cf66468ee587664e3dc6c19234';display_manager is 'applovin';raw_price is 0.644940128367619;target_cpi is 0.3;campaign is 58188;creative_id is 229452;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 23:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/thxdroid.androidapp.translatepro/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.189315290166634;partition is 1459;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b693a408-2097-41dc-b234-cbac76eeae9e;uuid is '60c5ad88-cc6a-474a-8d58-c84093384c88';bid_timestamp is '2025-01-11 1:18:34';device_id is 'b693a408-2097-41dc-b234-cbac76eeae9e';biddate is '2025-01-11';country is 'USA';app is 'com.toto.jcyj.mvmix';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 4.01247456435575;target_cpi is 2.5;campaign is 57880;creative_id is 229286;session_duration is 0 ;seller_name is 'APP JUMP PTE';seller_id is 648;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.732143;placement_historical_value is 4.49545;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.58;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-11 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.toto.jcyj.mvmix', 38 ad_requests with mean bid_floor 1.7, 1 impressions of adomain 'newpub.co/spades' with mean price 1.5, 1 impressions of adomain 'paramount.com' with mean price 0.1; 2 sessions in app 'com.utorrent.client', 12 ad_requests with mean bid_floor 1.8; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 12.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.toto.jcyj.mvmix/False/648';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.530426475807208;partition is 111;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'c240f530-f8ce-428b-915a-d528a6acdc86;uuid is 'fb882a5a-c39e-4801-a312-742abffcee2f';bid_timestamp is '2025-01-09 8:23:58';device_id is 'c240f530-f8ce-428b-915a-d528a6acdc86';biddate is '2025-01-09';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 6.22171076941595;target_cpi is 1.45510713197131;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is 5.982844;third_party_bid_price is ;prior_tag_impressions_count is 17 ;time_since_impression is 346481 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.63;prior_theme_impressions_count is 17;prior_tag_clicks_count is 18 ;time_since_click is '524055';hour is '2025-01-09 08:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '69 sessions in app 'com.block.juggle', 1274 ad_requests with mean bid_floor 18.8; 2 sessions in app 'com.fiogonia.spades', 108 ad_requests with mean bid_floor 12.6; 1 sessions in app 'com.gamovation.mahjongclub', 38 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'ivyliving.com' with mean price 0.5; 23 sessions in app 'com.intensedev.biblesolitaire.gp', 5419 ad_requests with mean bid_floor 24.0, 2 clicks of adomain 'amazon.com', 7 impressions of adomain 'amazon.com' with mean price 8.5, 1 clicks of adomain 'bulova.com', 3 impressions of adomain 'bulova.com' with mean price 8.8, 1 impressions of adomain 'coach.com' with mean price 11.8, 2 impressions of adomain 'orgain.com' with mean price 9.3; 2 sessions in app 'com.intensedev.classicsolitaire.gp', 982 ad_requests with mean bid_floor 59.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 185.1; 1 sessions in app 'com.king.candycrushsaga', 2 ad_requests with mean bid_floor 3.1; 45 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 5057 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'fruit-gaming.com' with mean price 5.2, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 4.6, 11 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 4.2, 2 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 4.4, 5 clicks of adomain 'productmadness.com', 10 impressions of adomain 'productmadness.com' with mean price 3.9, 2 clicks of adomain 'tubitv.com', 2 impressions of adomain 'tubitv.com' with mean price 3.6; 4 sessions in app 'com.tripledot.woodoku', 23 ad_requests with mean bid_floor 6.1; 5 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 4.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 96;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 146;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0597926740899784;partition is 2892;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(loop_ipu50)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '8d909afa-5157-414d-8200-63eb293b7ca4;uuid is 'a401990f-ed73-468d-8c1e-4c96f030c75b';bid_timestamp is '2025-02-05 18:25:17';device_id is '8d909afa-5157-414d-8200-63eb293b7ca4';biddate is '2025-02-05';country is 'USA';app is 'com.zoombie.car2';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 13.4955274125636;target_cpi is 3.45751821994781;campaign is 58206;creative_id is 228773;session_duration is 86 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 13.2606 ;min_floor is 13.2606 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.14;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-05 18:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '2 sessions in app 'com.avatarlife.avatarstory.mystory.myworld.mywonder', 12 ad_requests with mean bid_floor 83.7; 69 sessions in app 'com.homagames.studio.allinhole', 967 ad_requests with mean bid_floor 67.0; 1 sessions in app 'com.justplay.app', 16 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.master.triple3d.find', 8 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.nt.games.busjam', 17 ad_requests with mean bid_floor 19.1; 1 sessions in app 'com.prankapp.funnysound', 2 ad_requests with mean bid_floor 4.3; 10 sessions in app 'com.screw.away.pin.puzzle.and', 242 ad_requests with mean bid_floor 34.3, 1 clicks of adomain 'snap.com', 1 impressions of adomain 'snap.com' with mean price 36.8; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 6.9; 3 sessions in app 'com.upgradefood.craftfridge.game', 37 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.vincentb.MobControl', 23 ad_requests with mean bid_floor 4.3, 1 impressions of adomain 'naturenates.com' with mean price 0.4; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.wordsalad.app', 29 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.zoombie.car2', 313 ad_requests with mean bid_floor 13.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.zoombie.car2/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.940527435192885;partition is 1942;segments is ['com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.aaaudi.justblock_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.partyup.blockjam_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7ad78cda-3021-4b7e-bdc5-bbd952e2ef36;uuid is 'e91d704e-d7ae-4e85-9f85-5ad7039a1cdb';bid_timestamp is '2025-01-04 23:26:09';device_id is '7ad78cda-3021-4b7e-bdc5-bbd952e2ef36';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 3.34319446740068;target_cpi is 1.3712686782971;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 11 ;time_since_impression is 121757 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.64;prior_theme_impressions_count is 11;prior_tag_clicks_count is 6 ;time_since_click is '121751';hour is '2025-01-04 23:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior_stats_in_past is '16 sessions in app '0b74008c2e4a351202c43b1e6411427a', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'ball.sort.puzzle.color.sorting.bubble.games', 43 ad_requests with mean bid_floor 13.8; 10 sessions in app 'com.agedstudio.card.solitaire.klondike', 17 ad_requests with mean bid_floor 0.1; 59 sessions in app 'com.blackout.spades', 19342 ad_requests with mean bid_floor 27.6, 22 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'bigronline.com' with mean price 1.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.2, 8 impressions of adomain 'instagram.com' with mean price 0.6, 1 impressions of adomain 'iprescribe.com' with mean price 2.4, 5 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.4, 6 impressions of adomain 'medscape.org' with mean price 1.5, 1 impressions of adomain 'mikmak.com' with mean price 1.1, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.4, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 3.0, 6 impressions of adomain 'nutrafol.com' with mean price 0.6, 2 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'speedway.com' with mean price 0.6, 1 impressions of adomain 'webmd.com' with mean price 0.3, 2 impressions of adomain 'www.admile.com' with mean price 0.4; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 10.3; 30 sessions in app 'com.bubblepop.cannon.puzzle', 1047 ad_requests with mean bid_floor 15.0, 6 impressions of adomain 'amazon.com' with mean price 5.7, 1 impressions of adomain 'harman.com' with mean price 13.5, 2 impressions of adomain 'nvidia.com' with mean price 4.2; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.peoplefun.wordcross', 7 ad_requests with mean bid_floor 6.9; 18 sessions in app 'com.vitastudio.mahjong', 401 ad_requests with mean bid_floor 11.4, 3 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'autodesk.com' with mean price 0.9, 7 impressions of adomain 'basf.com' with mean price 0.5, 1 impressions of adomain 'bushbeans.com' with mean price 0.2, 2 impressions of adomain 'carfax.com' with mean price 0.7, 1 impressions of adomain 'chevrolet.com' with mean price 0.1, 2 impressions of adomain 'chumbacasino.com' with mean price 0.2, 5 impressions of adomain 'currieford.com' with mean price 0.1, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'goldbond.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.1, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 1 impressions of adomain 'mazdausa.com' with mean price 0.2, 1 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.1, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'papamurphys.com' with mean price 0.2, 2 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.2, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 1 impressions of adomain 'sliding.toys' with mean price 0.3, 1 impressions of adomain 'thechicagoschool.edu' with mean price 0.1, 1 impressions of adomain 'uchicagomedicine.org' with mean price 2.4, 3 impressions of adomain 'uscellular.com' with mean price 0.2, 1 impressions of adomain 'watersort.gurugame.ai' with mean price 0.1; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 8.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 33;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 34;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.303984149187191;partition is 1447;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'fe8869d5-fa34-46e3-8f96-29e4eb48a2a4;uuid is 'fcc753f9-86a7-45f2-be96-d05a4889d175';bid_timestamp is '2025-01-09 2:44:47';device_id is 'fe8869d5-fa34-46e3-8f96-29e4eb48a2a4';biddate is '2025-01-09';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 7.83699709129057;target_cpi is 2.10409569844559;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.416667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 344998 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.1;prior_theme_impressions_count is 9;prior_tag_clicks_count is 2 ;time_since_click is '344992';hour is '2025-01-09 02:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '10 sessions in app 'and.brainworks.blockanza', 102 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 6.1; 15 sessions in app 'com.goods.sorting.games.triple.match3d.puzzle', 380 ad_requests with mean bid_floor 1.0, 174 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.0, 1 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'entravision.com' with mean price 0.0, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'instrematic.com' with mean price 0.0, 1 impressions of adomain 'kbhome.com' with mean price 0.5, 1 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'pricelines.com' with mean price 0.0, 1 impressions of adomain 'schweidandsons.com' with mean price 0.1, 1 impressions of adomain 'smuckers.com' with mean price 0.1, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'temu.com' with mean price 0.0, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'ticketmaster.com' with mean price 1.3, 1 impressions of adomain 'visitvancouverusa.com' with mean price 0.2; 7 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 254 ad_requests with mean bid_floor 19.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 7.8, 2 impressions of adomain 'oakevergames.com' with mean price 10.0; 1 sessions in app 'com.tripledot.solitaire', 4 ad_requests with mean bid_floor 2.3; 3 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 7.8; 20 sessions in app 'com.trivia.star.android', 1184 ad_requests with mean bid_floor 88.6, 1 impressions of adomain 'lesschwab.com' with mean price 0.6, 1 impressions of adomain 'therowtownhomes.com' with mean price 1.6; 147 sessions in app 'com.zynga.words3', 6697 ad_requests with mean bid_floor 15.7, 3 impressions of adomain 'adobe.com' with mean price 0.1, 1 impressions of adomain 'advancedneuropathycenter.com' with mean price 0.2, 4 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'ankleandfootmedical.com' with mean price 0.1, 1 impressions of adomain 'apple.com' with mean price 0.1, 1 impressions of adomain 'bayer.com' with mean price 0.1, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.0, 1 impressions of adomain 'cadillac.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'comenity.com' with mean price 0.0, 2 impressions of adomain 'discovery.com' with mean price 0.7, 4 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'ferrerorocher.com' with mean price 0.3, 1 impressions of adomain 'funnysphere.com' with mean price 0.1, 3 impressions of adomain 'gcu.edu' with mean price 0.2, 1 impressions of adomain 'giftcardgranny.com' with mean price 0.1, 1 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.0, 3 impressions of adomain 'intrvl.us' with mean price 1.9, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 5 impressions of adomain 'lowes.com' with mean price 0.2, 1 impressions of adomain 'maverik.com' with mean price 0.6, 1 impressions of adomain 'mikmak.com' with mean price 0.4, 2 impressions of adomain 'newpub.co/spades' with mean price 22.2, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 1 impressions of adomain 'offenbach.de' with mean price 1.8, 1 impressions of adomain 'order.whitecastle.com' with mean price 0.2, 2 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 2 impressions of adomain 'pearcommerce.com' with mean price 0.1, 3 impressions of adomain 'playsimple.in' with mean price 0.0, 4 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'primaryhealth.com' with mean price 0.9, 1 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'roundtablepizza.com' with mean price 0.7, 4 impressions of adomain 'samsung.com' with mean price 0.2, 2 impressions of adomain 'simplebro.co' with mean price 0.0, 2 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.2, 1 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'starbucks.com' with mean price 0.0, 3 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'temptationstreats.com' with mean price 0.5, 1 impressions of adomain 'theautopian.com' with mean price 0.1, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.2, 2 impressions of adomain 'theupsstore.com' with mean price 0.5, 4 impressions of adomain 'traveloregon.com' with mean price 8.2, 1 impressions of adomain 'tremfya.com' with mean price 3.0, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 3 impressions of adomain 'vitastudio.ai' with mean price 0.1, 5 impressions of adomain 'walgreens.com' with mean price 0.4, 1 impressions of adomain 'weather.com' with mean price 0.0, 1 impressions of adomain 'westmark.org' with mean price 1.2, 1 impressions of adomain 'whirlpoolcorp.com' with mean price 0.1, 1 impressions of adomain 'wundermanthompson.com' with mean price 0.1, 1 impressions of adomain 'youtube.com' with mean price 0.1, 2 impressions of adomain 'zencolor.app' with mean price 0.0; 5 sessions in app 'in.playsimple.wordtrip', 22 ad_requests with mean bid_floor 21.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 95;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 96;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.530844398561483;partition is 1627;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'fcea8c62-8c5c-472e-b02e-3bbfbc444d12;uuid is '01ee83ce-7824-470f-a611-bd2794792b07';bid_timestamp is '2024-12-25 0:18:23';device_id is 'fcea8c62-8c5c-472e-b02e-3bbfbc444d12';biddate is '2024-12-25';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 8.70968296374228;target_cpi is 4.77942465334532;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 5.88 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.392;placement_historical_value is 8.369324;third_party_bid_price is 5.88;prior_tag_impressions_count is 10 ;time_since_impression is 86686 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.03;prior_theme_impressions_count is 10;prior_tag_clicks_count is 7 ;time_since_click is '86680';hour is '2024-12-25 00:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.art.pixel.bible.games.paint.color.by.numbers', 8 ad_requests with mean bid_floor 0.9; 61 sessions in app 'com.blackout.spades', 14635 ad_requests with mean bid_floor 28.7, 1 impressions of adomain '7-eleven.com' with mean price 0.9, 1 impressions of adomain 'adbry.com' with mean price 1.0, 24 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'christushealth.org' with mean price 0.4, 6 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'colgate.com' with mean price 0.2, 4 impressions of adomain 'disneyplus.com' with mean price 0.5, 5 impressions of adomain 'dyson.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.9, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 impressions of adomain 'nhtsa.gov' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'pandora.com' with mean price 3.3, 1 clicks of adomain 'pandora.com', 2 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'pentlyconger.com' with mean price 0.6, 4 impressions of adomain 'roomstogo.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 1.1, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 1 impressions of adomain 'tcsheriff.org' with mean price 0.5, 1 impressions of adomain 'texas.gov' with mean price 0.7, 2 impressions of adomain 'wkkellogg.com' with mean price 0.3, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.8; 1 sessions in app 'com.fiogonia.spades', 2 ad_requests with mean bid_floor 8.8; 19 sessions in app 'com.frasesyreflexiones.saludosparatodaocasion', 94 ad_requests with mean bid_floor 5.6; 5 sessions in app 'com.handmark.expressweather', 20 ad_requests with mean bid_floor 58.6; 150 sessions in app 'com.pixel.art.coloring.color.number', 4898 ad_requests with mean bid_floor 22.3, 1 impressions of adomain '3m.com' with mean price 0.3, 38 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'alliancepharmaceuticals.com' with mean price 0.0, 25 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'austinsleepapneatreatment.com' with mean price 0.8, 1 impressions of adomain 'bannerhealth.com' with mean price 0.0, 1 impressions of adomain 'basis.net' with mean price 1.2, 1 impressions of adomain 'benadryl.com' with mean price 0.1, 2 impressions of adomain 'bluebuffalo.com' with mean price 0.1, 1 impressions of adomain 'blueskiesoftexas.org' with mean price 0.5, 3 impressions of adomain 'boldyn.com' with mean price 0.7, 2 impressions of adomain 'cadillac.com' with mean price 0.0, 4 impressions of adomain 'checkout51.com' with mean price 0.1, 16 impressions of adomain 'christushealth.org' with mean price 0.3, 7 impressions of adomain 'churchdwight.com' with mean price 0.0, 1 impressions of adomain 'click.linksynergy.com' with mean price 0.0, 2 impressions of adomain 'clorox.com' with mean price 0.1, 2 impressions of adomain 'cnbtx.bank' with mean price 0.2, 3 impressions of adomain 'creditkarma.com' with mean price 0.2, 1 impressions of adomain 'cuisinart.com' with mean price 0.0, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.0, 4 impressions of adomain 'depend.com' with mean price 0.0, 5 impressions of adomain 'dickssportinggoods.com' with mean price 0.1, 1 impressions of adomain 'dormanproducts.com' with mean price 0.1, 1 impressions of adomain 'dts.innovid.com' with mean price 0.1, 2 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'eatandys.com' with mean price 0.3, 1 impressions of adomain 'ediblearrangements.com' with mean price 0.1, 5 impressions of adomain 'enhertu.com' with mean price 0.6, 1 impressions of adomain 'ensure.com' with mean price 0.0, 1 impressions of adomain 'eureka.com' with mean price 0.1, 1 impressions of adomain 'ez-rider.org' with mean price 0.1, 1 impressions of adomain 'fcticlassaction.com' with mean price 1.2, 1 impressions of adomain 'fiskars.com' with mean price 0.0, 12 impressions of adomain 'gardasil9.com' with mean price 0.2, 1 impressions of adomain 'gattex.com' with mean price 1.3, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.0, 11 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'haybuster.com' with mean price 0.3, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 6 impressions of adomain 'imdelltra.com' with mean price 0.7, 1 impressions of adomain 'instagram.com' with mean price 0.0, 1 impressions of adomain 'instrematic.com' with mean price 0.5, 1 impressions of adomain 'interstatebatteries.com' with mean price 0.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'krysushp.com' with mean price 0.1, 1 impressions of adomain 'lacteol.com' with mean price 0.0, 1 impressions of adomain 'landyield.com' with mean price 0.0, 1 impressions of adomain 'lastpass.com' with mean price 0.2, 1 impressions of adomain 'lifecoachhub.com' with mean price 0.1, 1 impressions of adomain 'logitech.com' with mean price 0.0, 5 impressions of adomain 'marcos.com' with mean price 1.0, 1 impressions of adomain 'marriott.com' with mean price 0.0, 11 impressions of adomain 'maybelline.com' with mean price 0.0, 1 impressions of adomain 'moistureshield.com' with mean price 0.7, 6 impressions of adomain 'mrelectriccentraltx.com' with mean price 0.0, 3 impressions of adomain 'nationalcar.com' with mean price 0.6, 5 impressions of adomain 'ninjakitchen.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 3 impressions of adomain 'nyxcosmetics.com' with mean price 0.1, 1 impressions of adomain 'off-stamp.com' with mean price 0.7, 2 impressions of adomain 'paesanosriverwalk.com' with mean price 0.7, 2 impressions of adomain 'pandora.com' with mean price 2.0, 1 impressions of adomain 'peacocktv.com' with mean price 0.0, 2 impressions of adomain 'perryhomes.com' with mean price 0.2, 1 impressions of adomain 'planetfitness.com' with mean price 0.4, 13 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'pokemongolive.com' with mean price 0.0, 1 impressions of adomain 'postconsumerbrands.com' with mean price 0.0, 1 impressions of adomain 'practicalpottery.com' with mean price 1.3, 1 impressions of adomain 'prestigebrands.com' with mean price 0.0, 1 impressions of adomain 'remax.com' with mean price 0.1, 1 impressions of adomain 'resideo.com' with mean price 0.1, 6 impressions of adomain 'samsung.com' with mean price 0.0, 2 impressions of adomain 'santanderus.com' with mean price 0.2, 3 impressions of adomain 'senterrealtors.com' with mean price 1.4, 2 impressions of adomain 'seventhgeneration.com' with mean price 0.0, 4 impressions of adomain 'sharecare.com' with mean price 0.8, 1 impressions of adomain 'sling.com' with mean price 0.0, 18 impressions of adomain 'starbucks.com' with mean price 0.0, 8 impressions of adomain 'sublocade.com' with mean price 0.7, 1 impressions of adomain 'tcsheriff.org' with mean price 0.4, 1 impressions of adomain 'texas.gov' with mean price 0.0, 1 impressions of adomain 'texascarsdirect.com' with mean price 0.1, 1 impressions of adomain 'thecheesecakefactory.com' with mean price 0.0, 1 impressions of adomain 'thehonestkitchen.com' with mean price 0.5, 7 impressions of adomain 'therangeaustin.com' with mean price 0.9, 1 impressions of adomain 'theveindr.com' with mean price 0.1, 1 impressions of adomain 'todaysmilitary.com' with mean price 0.1, 1 impressions of adomain 'traviscountytx.gov' with mean price 0.1, 1 impressions of adomain 'tylenol.com' with mean price 0.1, 1 clicks of adomain 'tylenol.com', 1 impressions of adomain 'ulta.com' with mean price 0.3, 1 impressions of adomain 'verizon.com' with mean price 0.0, 1 impressions of adomain 'visitsanantonio.com' with mean price 1.4, 3 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'waterpik.com' with mean price 0.1, 1 impressions of adomain 'webpt.com' with mean price 0.7, 1 impressions of adomain 'wizconnected.com' with mean price 0.0, 2 impressions of adomain 'www' with mean price 0.5, 1 impressions of adomain 'www.merlin1.com' with mean price 0.2, 1 impressions of adomain 'xbox.com' with mean price 0.5, 1 impressions of adomain 'youtube.com' with mean price 0.2, 2 impressions of adomain 'zephyrmobile.com' with mean price 0.1; 1 sessions in app 'com.rjp.diarypro', 6 ad_requests with mean bid_floor 0.4; 36 sessions in app 'com.tripledot.solitaire', 6654 ad_requests with mean bid_floor 10.0, 2 impressions of adomain 'abileneeyeinstitute.com' with mean price 0.6, 1 impressions of adomain 'alenusa.com' with mean price 1.5, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 5 impressions of adomain 'coca-cola.com' with mean price 2.2, 1 impressions of adomain 'crest.com' with mean price 0.5, 1 impressions of adomain 'dairyqueen.com' with mean price 0.7, 1 impressions of adomain 'depend.com' with mean price 0.5, 3 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'excedrin.com' with mean price 0.8, 12 impressions of adomain 'geico.com' with mean price 0.9, 1 impressions of adomain 'ghirardelli.com' with mean price 0.1, 5 impressions of adomain 'gitlab.com' with mean price 4.7, 1 impressions of adomain 'honda.com' with mean price 0.3, 3 impressions of adomain 'hubl.li' with mean price 5.6, 1 impressions of adomain 'jared.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.2, 2 impressions of adomain 'kohls.com' with mean price 0.3, 5 impressions of adomain 'lowes.com' with mean price 0.5, 4 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'merrell.com' with mean price 0.3, 1 impressions of adomain 'mvg-world.com' with mean price 0.3, 1 impressions of adomain 'nescafe.com' with mean price 1.1, 1 impressions of adomain 'nicksonliving.com' with mean price 1.4, 1 impressions of adomain 'niuaigo.com' with mean price 8.1, 1 clicks of adomain 'niuaigo.com', 2 impressions of adomain 'paesanosriverwalk.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 2 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 1 impressions of adomain 'polestarglobal.com' with mean price 0.2, 4 impressions of adomain 'prilosecotc.com' with mean price 0.5, 2 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'readinghorizons.com' with mean price 10.0, 1 impressions of adomain 'samsclub.com' with mean price 0.7, 15 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sensos.io' with mean price 0.3, 256 impressions of adomain 'shrinershospitalsforchildren.org' with mean price 0.5, 1 impressions of adomain 'smokeymosbbq.com' with mean price 0.5, 1 impressions of adomain 'southwest.com' with mean price 0.5, 1 impressions of adomain 'staplesbusinessadvantage.com' with mean price 0.6, 1 impressions of adomain 'tdsynnex.com' with mean price 0.3, 1 impressions of adomain 'theupsstore.com' with mean price 0.8, 2 impressions of adomain 'traveltexas.com' with mean price 8.4, 1 clicks of adomain 'traveltexas.com', 3 impressions of adomain 'tums.com' with mean price 0.6, 4 impressions of adomain 'vicks.com' with mean price 0.6, 2 impressions of adomain 'visitsanantonio.com' with mean price 0.2, 1 impressions of adomain 'volante.com' with mean price 1.1, 3 impressions of adomain 'voltarengel.com' with mean price 0.6; 3 sessions in app 'com.tripledot.woodoku', 14 ad_requests with mean bid_floor 7.4; 23 sessions in app 'com.vitastudio.mahjong', 535 ad_requests with mean bid_floor 9.6, 1 impressions of adomain 'amazon.com' with mean price 0.2, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'kickapoo-casino.com' with mean price 0.4, 1 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'sfdbrands.com' with mean price 0.4, 1 impressions of adomain 'shrinershospitalsforchildren.org' with mean price 0.4, 1 impressions of adomain 'thehonestkitchen.com' with mean price 0.9; 3 sessions in app 'in.crossy.daily_crossword', 69 ad_requests with mean bid_floor 18.2; 19 sessions in app 'in.playsimple.tripcross', 206 ad_requests with mean bid_floor 11.0; 4 sessions in app 'in.playsimple.wordtrip', 54 ad_requests with mean bid_floor 16.1; 36 sessions in app 'kjv.bible.kingjamesbible', 2274 ad_requests with mean bid_floor 50.8, 1 impressions of adomain 'allstate.com' with mean price 1.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 24;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 24;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.991287477114799;partition is 3534;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V3_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '394f9782-fbb0-4eaf-a333-3d451836ecf4;uuid is '70bb0f0e-a7a9-483d-86c7-04d49447c91e';bid_timestamp is '2025-01-04 15:02:33';device_id is '394f9782-fbb0-4eaf-a333-3d451836ecf4';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 9.77894781595892;target_cpi is 0.928227225942088;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 95591 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.19;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '95814';hour is '2025-01-04 15:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior_stats_in_past is '64 sessions in app 'com.blackout.spades', 6057 ad_requests with mean bid_floor 25.4, 2 clicks of adomain 'almedia.co', 2 impressions of adomain 'almedia.co' with mean price 9.5, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 clicks of adomain 'erickson-furniture.com', 1 impressions of adomain 'erickson-furniture.com' with mean price 0.5, 2 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 22.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 3.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 26;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 27;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.211351127565808;partition is 3116;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '8a3bb757-3df9-4fa5-9fba-a55a1aff6ec8';bid_timestamp is '2025-01-29 0:04:32';device_id is 'virt:c0a2a3bf8c9c186f1a4cee5900fcd2c5';biddate is '2025-01-29';country is 'USA';app is 'thxdroid.androidapp.translatepro';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 6.85905459990572;target_cpi is 1.2;campaign is 58196;creative_id is 219049;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 00:00:00+00:00';day_of_week is '2';os_version is 12;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/thxdroid.androidapp.translatepro/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.437717679977443;partition is 2472;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '2a57351e-e63f-4af0-93c4-8e70ea8aeb6f;uuid is 'ff9473f7-160d-4860-9cf9-b95d1f890c4f';bid_timestamp is '2025-01-03 18:49:34';device_id is '2a57351e-e63f-4af0-93c4-8e70ea8aeb6f';biddate is '2025-01-03';country is 'USA';app is 'com.zynga.words3';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 1.30272293183506;target_cpi is 2;campaign is 57768;creative_id is 228773;session_duration is 0 ;seller_name is 'Zynga';seller_id is 348;content_type is 'vi';bid_floor is 1.258672 ;min_floor is ;bidmachine_placement_value is 114.153846;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 138984 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.28;prior_theme_impressions_count is 6;prior_tag_clicks_count is 1 ;time_since_click is '1615581';hour is '2025-01-03 18:00:00+00:00';day_of_week is '4';os_version is 10;user_behavior_stats_in_past is '7 sessions in app 'com.antivirus', 8 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.solitaire.classic.game', 8 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 9.8; 220 sessions in app 'com.zynga.words3', 8983 ad_requests with mean bid_floor 11.9, 1 impressions of adomain '247laundryservice.com' with mean price 0.0, 1 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'app.dashdramas.com' with mean price 0.0, 10 impressions of adomain 'apple.com' with mean price 0.1, 3 clicks of adomain 'att.com', 14 impressions of adomain 'att.com' with mean price 4.8, 5 impressions of adomain 'audible.com' with mean price 0.0, 10 impressions of adomain 'azed.gov' with mean price 0.4, 1 impressions of adomain 'azmedical.com' with mean price 0.6, 1 impressions of adomain 'boehringer-ingelheim.com' with mean price 0.7, 9 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'enerjoy.life' with mean price 0.0, 1 impressions of adomain 'ffcreative.com' with mean price 0.0, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 6 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'g-star.com' with mean price 0.0, 1 impressions of adomain 'havas.com' with mean price 0.1, 5 impressions of adomain 'healthy.kaiserpermanente.org' with mean price 0.0, 1 impressions of adomain 'hyundaiusa.com' with mean price 0.0, 1 impressions of adomain 'iheart.com' with mean price 0.0, 2 impressions of adomain 'janssen.com' with mean price 0.4, 1 impressions of adomain 'jerseymikes.com' with mean price 0.1, 1 impressions of adomain 'jewelersmutual.com' with mean price 7.5, 2 impressions of adomain 'lenscrafters.com' with mean price 0.1, 4 impressions of adomain 'lifepoint.com' with mean price 0.4, 1 impressions of adomain 'lowes.com' with mean price 0.1, 1 impressions of adomain 'madrigalpharma.com' with mean price 1.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 3 impressions of adomain 'numerator.com' with mean price 0.1, 6 impressions of adomain 'opendoor.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.1, 5 impressions of adomain 'peacocktv.com' with mean price 0.1, 3 impressions of adomain 'pizzahut.com' with mean price 0.0, 6 impressions of adomain 'pluto.tv' with mean price 0.0, 6 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.1, 6 impressions of adomain 'samsung.com' with mean price 0.2, 8 impressions of adomain 'scotts.com' with mean price 0.1, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 5.7, 1 impressions of adomain 'stockx.com' with mean price 0.1, 5 impressions of adomain 'sublocade.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 2.8, 10 impressions of adomain 'tjx.com' with mean price 0.1, 1 clicks of adomain 'traveloregon.com', 11 impressions of adomain 'traveloregon.com' with mean price 5.3, 12 impressions of adomain 'tremfya.com' with mean price 1.9, 1 impressions of adomain 'usa.tommy.com' with mean price 0.1, 1 impressions of adomain 'visionworks.com' with mean price 0.1, 2 impressions of adomain 'vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'viviscal.com' with mean price 0.4, 13 impressions of adomain 'walgreens.com' with mean price 0.3, 2 impressions of adomain 'wendys.com' with mean price 0.0; 3 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 9.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 38;channel is 'USA/V/bidmachine/com.zynga.words3/False/348';time_since_click_in_hours is 449;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.0141199118785573;partition is 3600;segments is ['coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'bloom_com.zynga.words3_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '317f578f-d38d-4a27-bbcc-7a663dd5c0d6;uuid is '25faa04a-5a2a-4e31-ae4f-f983dd54780d';bid_timestamp is '2024-12-23 16:46:35';device_id is '317f578f-d38d-4a27-bbcc-7a663dd5c0d6';biddate is '2024-12-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 4.95085688307881;target_cpi is 2;campaign is 57621;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vi';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.8515;placement_historical_value is 4.881358;third_party_bid_price is ;prior_tag_impressions_count is 41 ;time_since_impression is 423079 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.37;prior_theme_impressions_count is 41;prior_tag_clicks_count is 14 ;time_since_click is '423075';hour is '2024-12-23 16:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '68 sessions in app 'com.blackout.spades', 24725 ad_requests with mean bid_floor 25.5, 1 impressions of adomain 'admile.com' with mean price 0.5, 1 clicks of adomain 'amazon.com', 79 impressions of adomain 'amazon.com' with mean price 1.0, 2 impressions of adomain 'arlo.com' with mean price 3.3, 1 impressions of adomain 'bumble.com' with mean price 2.2, 4 impressions of adomain 'checkout51.com' with mean price 0.2, 7 impressions of adomain 'colgate.com' with mean price 0.4, 2 impressions of adomain 'covergirl.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.5, 1 impressions of adomain 'disney.com' with mean price 0.3, 25 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.7, 1 impressions of adomain 'espn.com' with mean price 0.2, 1 impressions of adomain 'evangel.edu' with mean price 4.2, 4 impressions of adomain 'fanniemae.com' with mean price 0.8, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'hawaiiusafcu.com' with mean price 0.5, 2 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'kelloggs.com' with mean price 1.0, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 4 impressions of adomain 'newpub.co' with mean price 2.5, 8 impressions of adomain 'newpub.co/spades' with mean price 3.5, 3 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.7, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 1 impressions of adomain 'pepsico.com' with mean price 0.4, 23 impressions of adomain 'philips.com' with mean price 0.3, 3 impressions of adomain 'pinterest.com' with mean price 2.0, 1 impressions of adomain 'pizzaranch.com' with mean price 0.6, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'pokemongolive.com' with mean price 0.0, 2 impressions of adomain 'progressive.com' with mean price 0.3, 1 impressions of adomain 'refreshbrand.com' with mean price 0.3, 1 impressions of adomain 'resideo.com' with mean price 0.2, 2 impressions of adomain 'roundtablepizza.com' with mean price 0.6, 1 impressions of adomain 'royalcanin.com' with mean price 0.2, 7 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'sanofi.com' with mean price 0.3, 2 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'spraynwash.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 2 impressions of adomain 'tiktok.com' with mean price 3.5, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 2 impressions of adomain 'tysonfoods.com' with mean price 0.3, 1 impressions of adomain 'ua.edu' with mean price 0.6, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 1 impressions of adomain 'wellsfargo.com' with mean price 0.3, 1 impressions of adomain 'weststaraviationjobs.com' with mean price 1.5, 2 impressions of adomain 'whimzees.com' with mean price 0.3, 4 impressions of adomain 'wkkellogg.com' with mean price 0.2; 18 sessions in app 'com.cassette.airborneattack', 246 ad_requests with mean bid_floor 0.7; 85 sessions in app 'com.fungames.battletanksbeta', 820 ad_requests with mean bid_floor 70.9; 1 sessions in app 'com.horus.beach.head', 10 ad_requests with mean bid_floor 43.9; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 6.4; 3 sessions in app 'com.vng.g6.a.zombie', 53 ad_requests with mean bid_floor 51.3; 16 sessions in app 'com.wonderpeople.megahitpoker.global', 93 ad_requests with mean bid_floor 80.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 10.0; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 19.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 117;channel is 'USA/V/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 118;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.653595028267396;partition is 3270;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '37481556-a799-4066-b6b1-25ff12ccd64f;uuid is 'bec96d78-a5e2-4d46-bdfe-2f1c0440c3fd';bid_timestamp is '2024-12-14 1:50:36';device_id is '37481556-a799-4066-b6b1-25ff12ccd64f';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.39065598412358;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 've';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 3.2224;placement_historical_value is 4.658795;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 2855458 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.06;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '2855456';hour is '2024-12-14 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '75 sessions in app 'com.blackout.spades', 12921 ad_requests with mean bid_floor 25.8, 2 impressions of adomain 'allabouthae.com' with mean price 1.1, 19 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'boost.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'discovery.com' with mean price 0.2, 1 impressions of adomain 'disneyplus.com' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.4, 1 clicks of adomain 'esupplements.com', 2 impressions of adomain 'esupplements.com' with mean price 4.3, 1 impressions of adomain 'galderma.com' with mean price 0.2, 2 impressions of adomain 'healthwellnessjournal.com' with mean price 3.6, 2 impressions of adomain 'magairports.com' with mean price 0.2, 1 impressions of adomain 'mira-apts.com' with mean price 0.2, 2 impressions of adomain 'newpub.co' with mean price 3.0, 1 impressions of adomain 'newpub.co/spades' with mean price 5.0, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.5, 2 impressions of adomain 'poise.com' with mean price 0.3, 3 impressions of adomain 'progressive.com' with mean price 0.2, 2 impressions of adomain 'qutenza.com' with mean price 1.1, 1 impressions of adomain 'samsung.com' with mean price 0.2, 1 impressions of adomain 'smuckers.com' with mean price 3.8, 1 impressions of adomain 'thermos.com' with mean price 0.3, 3 impressions of adomain 'thisiscleveland.com' with mean price 0.2; 67 sessions in app 'com.fiogonia.hearts', 9179 ad_requests with mean bid_floor 24.9; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.8; 60 sessions in app 'com.kiwifun.game.android.wordsearch.puzzles', 1538 ad_requests with mean bid_floor 8.5, 47 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 clicks of adomain 'cox.com', 1 impressions of adomain 'cox.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'samsung.com' with mean price 0.7, 1 impressions of adomain 'smuckers.com' with mean price 0.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3; 66 sessions in app 'com.mobilityware.Hearts', 6488 ad_requests with mean bid_floor 12.2, 5 impressions of adomain '3m.com' with mean price 3.0, 1 clicks of adomain 'amazon.com', 62 impressions of adomain 'amazon.com' with mean price 4.2, 2 impressions of adomain 'applebees.com' with mean price 2.8, 3 impressions of adomain 'arlo.com' with mean price 3.7, 1 impressions of adomain 'bigautosavings.com' with mean price 3.4, 1 impressions of adomain 'boombeauty.com' with mean price 3.8, 8 impressions of adomain 'esupplements.com' with mean price 5.2, 1 impressions of adomain 'flcenterfornursing.org' with mean price 3.3, 1 impressions of adomain 'geappliances.com' with mean price 3.6, 2 impressions of adomain 'healthprimal.com' with mean price 4.8, 1 clicks of adomain 'logitech.com', 4 impressions of adomain 'logitech.com' with mean price 4.5, 2 clicks of adomain 'metabolicmaintenance.com', 12 impressions of adomain 'metabolicmaintenance.com' with mean price 3.9, 1 clicks of adomain 'mhitpoker.com', 2 impressions of adomain 'mhitpoker.com' with mean price 1.4, 2 impressions of adomain 'mondelezinternational.com' with mean price 4.2, 1 impressions of adomain 'nationalgeographic.org' with mean price 1.4, 2 impressions of adomain 'nutrafol.com' with mean price 5.3, 1 impressions of adomain 'order.auntieannes.com' with mean price 2.8, 4 impressions of adomain 'orgain.com' with mean price 4.9, 2 impressions of adomain 'traeger.com' with mean price 4.4, 1 clicks of adomain 'vio.com', 2 impressions of adomain 'vio.com' with mean price 1.6, 3 impressions of adomain 'vioc.com' with mean price 2.7, 1 impressions of adomain 'visitnc.com' with mean price 7.0, 1 impressions of adomain 'weather.com' with mean price 2.8, 2 impressions of adomain 'whimzees.com' with mean price 3.1, 1 impressions of adomain 'xifaxan.com' with mean price 5.3; 72 sessions in app 'com.ow.farmescape', 970 ad_requests with mean bid_floor 3.6, 4 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'amcplus.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'pepcid.com' with mean price 1.1, 1 impressions of adomain 'peppermint-lips.com' with mean price 7.2; 1 sessions in app 'com.peoplefun.wordcross', 2 ad_requests with mean bid_floor 6.0; 70 sessions in app 'com.sniper.shooter.wild.ssw', 1006 ad_requests with mean bid_floor 73.1; 2 sessions in app 'com.tripledot.solitaire', 7 ad_requests with mean bid_floor 4.8; 6 sessions in app 'com.tripledot.woodoku', 32 ad_requests with mean bid_floor 7.1; 85 sessions in app 'com.vitastudio.mahjong', 1841 ad_requests with mean bid_floor 50.7, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'ahs.com' with mean price 0.1, 11 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'amcplus.com' with mean price 0.2, 5 impressions of adomain 'autoinsurance.org' with mean price 0.2, 1 impressions of adomain 'baycare.org' with mean price 0.1, 1 impressions of adomain 'bestnutrainc.com' with mean price 8.4, 2 impressions of adomain 'boironusa.com' with mean price 0.1, 1 impressions of adomain 'bushbeans.com' with mean price 0.1, 1 impressions of adomain 'discovery.com' with mean price 0.7, 2 impressions of adomain 'distrokid.com' with mean price 0.2, 2 impressions of adomain 'dulcolax.com' with mean price 0.1, 5 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 3 impressions of adomain 'flixchatter.net' with mean price 0.3, 4 impressions of adomain 'hardrock.com' with mean price 0.2, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 5 impressions of adomain 'huggies.com' with mean price 0.2, 1 impressions of adomain 'instacart.com' with mean price 0.4, 2 impressions of adomain 'meiomi.com' with mean price 0.2, 5 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.5, 1 impressions of adomain 'olay.com' with mean price 0.4, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 1 impressions of adomain 'paycom.com' with mean price 0.2, 1 impressions of adomain 'polivy.com' with mean price 0.3, 1 impressions of adomain 'raymarine.com' with mean price 0.5, 1 impressions of adomain 'round2spirits.com' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 0.6, 1 impressions of adomain 'sfdbrands.com' with mean price 0.2, 13 impressions of adomain 'silversea.com' with mean price 1.6, 1 impressions of adomain 'stretchlab.com' with mean price 0.3, 1 impressions of adomain 'swarovski.com' with mean price 0.2, 1 impressions of adomain 'tampaelectric.com' with mean price 0.5, 1 impressions of adomain 'wawa.com' with mean price 0.1, 1 impressions of adomain 'whatisshingles.com' with mean price 0.1, 5 impressions of adomain 'wkkellogg.com' with mean price 0.2; 2 sessions in app 'find.spot.fun.relax.difference', 14 ad_requests with mean bid_floor 27.7; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 4.0; 10 sessions in app 'in.playsimple.wordtrip', 26 ad_requests with mean bid_floor 9.8; 84 sessions in app 'od_13552', 0 ad_requests with mean bid_floor 0.0; 73 sessions in app 'sudoku.puzzle.math.games', 866 ad_requests with mean bid_floor 49.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 793;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 793;fast_imp_12h is 2;fast_click_2h is 1;rnd is 0.52191372097463;partition is 2377;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '01b99fcd-c362-43b3-87d7-3f3231f86011;uuid is '30940181-7f8a-47a4-a673-2d6b03b815d7';bid_timestamp is '2025-01-11 0:10:06';device_id is '01b99fcd-c362-43b3-87d7-3f3231f86011';biddate is '2025-01-11';country is 'USA';app is 'com.casualgamesonline.coinslotsgame';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'e24458c99083a8d356c83a7d46793e28';display_manager is 'bidmachine';raw_price is 28.2094474630746;target_cpi is 17.3350683817301;campaign is 57720;creative_id is 229352;session_duration is 0 ;seller_name is 'YADARKO TRADING LIMITED';seller_id is 372;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.993492;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 7 ;time_since_impression is 19353925 ;learning is 0 ;creative_theme is 'general';user_coefficient is 1.53;prior_theme_impressions_count is 7;prior_tag_clicks_count is 6 ;time_since_click is '19353884';hour is '2025-01-11 00:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.andgame.countrice', 43 ad_requests with mean bid_floor 19.5; 59 sessions in app 'com.casualgamesonline.coinslotsgame', 1140 ad_requests with mean bid_floor 130.1, 6 clicks of adomain 'almedia.co', 8 impressions of adomain 'almedia.co' with mean price 70.4, 1 clicks of adomain 'benjaminone.com', 1 impressions of adomain 'benjaminone.com' with mean price 8.4, 1 impressions of adomain 'mpl.live' with mean price 9.0, 2 impressions of adomain 'playtika.com' with mean price 21.5, 3 clicks of adomain 'walmart.com', 9 impressions of adomain 'walmart.com' with mean price 18.3; 6 sessions in app 'com.handmark.expressweather', 11 ad_requests with mean bid_floor 71.0; 1 sessions in app 'com.na.stunt.car.crush.game', 21 ad_requests with mean bid_floor 8.8; 37 sessions in app 'com.pieyel.scrabble', 1223 ad_requests with mean bid_floor 6.1, 2 impressions of adomain '7-eleven.com' with mean price 1.2, 1 impressions of adomain 'aace.com' with mean price 0.0, 1 impressions of adomain 'aak.com' with mean price 0.0, 3 impressions of adomain 'aarons.com' with mean price 1.8, 3 impressions of adomain 'abbottnutrition.com' with mean price 1.1, 2 impressions of adomain 'adidas.com' with mean price 0.0, 10 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'afcurgentcare.com' with mean price 0.2, 2 impressions of adomain 'aidp.com' with mean price 0.0, 2 impressions of adomain 'alignprobiotics.com' with mean price 0.7, 45 impressions of adomain 'almedia.co' with mean price 1.4, 1 clicks of adomain 'almedia.co', 4 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'angrycrabshack.com' with mean price 0.2, 1 impressions of adomain 'augusta.edu' with mean price 0.1, 1 impressions of adomain 'autodealsnearyou.com' with mean price 0.8, 1 impressions of adomain 'bausch.com' with mean price 0.3, 5 impressions of adomain 'beiersdorf.com' with mean price 0.5, 3 impressions of adomain 'betr.app' with mean price 0.2, 4 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.4, 4 impressions of adomain 'bingoblitz.com' with mean price 1.4, 1 impressions of adomain 'bjcc.org' with mean price 0.2, 1 impressions of adomain 'cadillac.com' with mean price 0.0, 4 impressions of adomain 'caesarsgames.com' with mean price 2.2, 4 impressions of adomain 'campbellsfoodservice.com' with mean price 0.4, 1 impressions of adomain 'cat.com' with mean price 0.5, 1 impressions of adomain 'cbp.gov' with mean price 0.6, 5 impressions of adomain 'celsius.com' with mean price 0.3, 2 impressions of adomain 'chevrolet.com' with mean price 0.4, 1 impressions of adomain 'chobani.com' with mean price 0.5, 2 impressions of adomain 'chomps.com' with mean price 0.4, 1 impressions of adomain 'chumbacasino.com' with mean price 0.7, 4 impressions of adomain 'cityofhope.org' with mean price 0.3, 2 impressions of adomain 'clorox.com' with mean price 0.2, 20 impressions of adomain 'coca-cola.com' with mean price 4.7, 3 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'columbiasouthern.edu' with mean price 0.3, 6 impressions of adomain 'columvi.com' with mean price 0.4, 4 impressions of adomain 'completehealth.com' with mean price 0.3, 1 impressions of adomain 'comporium.com' with mean price 0.3, 3 impressions of adomain 'cookandboardman.com' with mean price 0.1, 3 impressions of adomain 'costco.com' with mean price 0.0, 3 impressions of adomain 'cricketwireless.com' with mean price 0.3, 4 impressions of adomain 'danonenorthamerica.com' with mean price 0.4, 15 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'directauto.com' with mean price 0.0, 1 impressions of adomain 'discover.com' with mean price 0.1, 4 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'distrokid.com' with mean price 0.3, 1 impressions of adomain 'dnb.com' with mean price 0.3, 1 impressions of adomain 'doubleclick.net' with mean price 0.3, 15 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.4, 1 impressions of adomain 'eneba.com' with mean price 8.4, 2 impressions of adomain 'eurofinsus.com' with mean price 0.1, 1 impressions of adomain 'extendedstayamerica.com' with mean price 0.1, 1 impressions of adomain 'exxon.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.0, 7 impressions of adomain 'flo.health' with mean price 0.1, 1 impressions of adomain 'forsite.us' with mean price 0.1, 2 impressions of adomain 'franksredhot.com' with mean price 0.4, 1 impressions of adomain 'generalmills.com' with mean price 0.4, 1 impressions of adomain 'ghirardelli.com' with mean price 0.3, 8 impressions of adomain 'goodnes.com' with mean price 0.7, 4 impressions of adomain 'google.com' with mean price 0.3, 3 impressions of adomain 'groundtruth.com' with mean price 0.2, 2 impressions of adomain 'gruma.com' with mean price 0.4, 10 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hallmark.com' with mean price 0.3, 6 impressions of adomain 'havertys.com' with mean price 0.9, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.4, 1 impressions of adomain 'hondadealers.com' with mean price 0.4, 4 impressions of adomain 'hood.com' with mean price 0.3, 4 impressions of adomain 'hormelfoods.com' with mean price 0.4, 6 impressions of adomain 'huggies.com' with mean price 0.5, 16 impressions of adomain 'iheart.com' with mean price 0.0, 5 impressions of adomain 'illinoislottery.com' with mean price 0.1, 6 impressions of adomain 'infinitibhm.com' with mean price 0.4, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'ivory.com' with mean price 0.4, 2 impressions of adomain 'janssen.com' with mean price 0.7, 5 impressions of adomain 'jmsmucker.com' with mean price 0.3, 1 impressions of adomain 'jnj.com' with mean price 0.6, 1 impressions of adomain 'kingshawaiian.com' with mean price 0.3, 5 impressions of adomain 'kraftheinzcompany.com' with mean price 0.4, 1 impressions of adomain 'lactalisheritagedairy.com' with mean price 0.4, 1 impressions of adomain 'lego.com' with mean price 0.3, 1 impressions of adomain 'lilly.com' with mean price 0.3, 4 impressions of adomain 'linktr.ee' with mean price 0.0, 1 impressions of adomain 'lipozem.com' with mean price 0.0, 1 impressions of adomain 'logitech.com' with mean price 0.1, 2 impressions of adomain 'lorealparisusa.com' with mean price 0.0, 7 impressions of adomain 'madrigalpharma.com' with mean price 1.0, 2 impressions of adomain 'mamajustice.com' with mean price 0.3, 4 impressions of adomain 'mambaby.com' with mean price 0.2, 1 impressions of adomain 'mars.com' with mean price 0.3, 4 impressions of adomain 'mbgglobal.com' with mean price 0.3, 6 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'mcmullenfuneralhome.com' with mean price 0.3, 1 impressions of adomain 'mercedesoftuscaloosa.com' with mean price 0.3, 1 impressions of adomain 'metacoregames.com' with mean price 0.0, 1 impressions of adomain 'metamucil.com' with mean price 2.4, 8 impressions of adomain 'microsoft.com' with mean price 0.1, 4 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'mrmandp.com' with mean price 1.0, 1 impressions of adomain 'nano-purification.com' with mean price 0.1, 5 impressions of adomain 'navy.com' with mean price 0.5, 8 impressions of adomain 'nestleusa.com' with mean price 0.3, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'nowplastics.com' with mean price 0.1, 6 impressions of adomain 'numerator.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 3 impressions of adomain 'oattravel.com' with mean price 3.1, 3 impressions of adomain 'olay.com' with mean price 0.5, 6 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 1 impressions of adomain 'osu.edu' with mean price 0.1, 1 impressions of adomain 'otsuka-us.com' with mean price 0.3, 16 impressions of adomain 'paramountplus.com' with mean price 0.0, 6 impressions of adomain 'paypal.com' with mean price 0.6, 1 impressions of adomain 'pediasure.com' with mean price 0.6, 6 impressions of adomain 'pepsi.com' with mean price 0.4, 1 impressions of adomain 'pepsico.com' with mean price 0.0, 2 impressions of adomain 'pepto-bismol.com' with mean price 1.0, 1 clicks of adomain 'playtika.com', 5 impressions of adomain 'playtika.com' with mean price 13.6, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 5 impressions of adomain 'postconsumerbrands.com' with mean price 0.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.7, 4 impressions of adomain 'progressive.com' with mean price 0.6, 1 impressions of adomain 'publix.com' with mean price 0.4, 4 impressions of adomain 'pull-ups.com' with mean price 0.3, 1 impressions of adomain 'realtysouth.com' with mean price 0.1, 1 impressions of adomain 'reynoldsconsumerproducts.com' with mean price 0.3, 1 impressions of adomain 'rouvy.com' with mean price 0.0, 3 impressions of adomain 'samsung.com' with mean price 0.0, 1 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'schiffvitamins.com' with mean price 0.7, 5 impressions of adomain 'scrambly.io' with mean price 1.7, 3 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'sentral.com' with mean price 0.2, 1 impressions of adomain 'shopgenius.com' with mean price 1.3, 2 impressions of adomain 'sleepnumber.com' with mean price 0.1, 2 impressions of adomain 'speedcash.com' with mean price 0.1, 5 impressions of adomain 'starbucks.com' with mean price 0.4, 1 impressions of adomain 'surveymonkey.com' with mean price 0.3, 1 impressions of adomain 'taylorfarms.com' with mean price 0.3, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 6 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tremfya.com' with mean price 0.9, 2 impressions of adomain 'trigreenequipment.com' with mean price 0.3, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 15 impressions of adomain 'verizon.com' with mean price 0.4, 10 impressions of adomain 'vicks.com' with mean price 0.7, 28 impressions of adomain 'vizor-games.com' with mean price 0.2, 13 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'waterpik.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.0, 5 impressions of adomain 'whataburger.com' with mean price 0.5, 1 impressions of adomain 'wingspanreach.com' with mean price 0.2, 1 impressions of adomain 'wirelessfoundation.org' with mean price 0.0, 1 impressions of adomain 'wyndhamhotels.com' with mean price 0.4, 1 impressions of adomain 'xifaxan.com' with mean price 0.8; 3 sessions in app 'com.tripledot.woodoku', 7 ad_requests with mean bid_floor 3.3; 44 sessions in app 'games.burny.wood.block.puzzle', 1737 ad_requests with mean bid_floor 44.3, 6 impressions of adomain 'adidas.com' with mean price 0.1, 1 clicks of adomain 'almedia.co', 4 impressions of adomain 'almedia.co' with mean price 2.6, 1 impressions of adomain 'app.boostr.com' with mean price 0.4, 20 impressions of adomain 'bingoblitz.com' with mean price 0.6, 1 impressions of adomain 'checkout51.com' with mean price 0.1, 2 impressions of adomain 'clorox.com' with mean price 0.3, 1 impressions of adomain 'copilot.microsoft.com' with mean price 0.0, 1 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'expressoil.com' with mean price 0.2, 2 impressions of adomain 'flo.health' with mean price 0.1, 1 impressions of adomain 'ghirardelli.com' with mean price 0.4, 1 impressions of adomain 'groundtruth.com' with mean price 0.3, 3 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 0.2, 3 impressions of adomain 'justplayapps.com' with mean price 0.3, 2 impressions of adomain 'luckylandslots.com' with mean price 0.2, 1 impressions of adomain 'megafortuna.co' with mean price 0.1, 1 impressions of adomain 'migraine.com' with mean price 1.0, 1 impressions of adomain 'mindcrush-games.com' with mean price 0.0, 1 impressions of adomain 'moneylion.com' with mean price 0.2, 1 impressions of adomain 'mycashery.com' with mean price 0.0, 2 impressions of adomain 'numerator.com' with mean price 0.4, 1 impressions of adomain 'paramount.com' with mean price 1.2, 1 clicks of adomain 'playtika.com', 2 impressions of adomain 'playtika.com' with mean price 16.1, 1 impressions of adomain 'publix.com' with mean price 0.3, 1 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'sallyhansen.com' with mean price 0.5, 1 clicks of adomain 'scrambly.io', 5 impressions of adomain 'scrambly.io' with mean price 7.1, 1 impressions of adomain 'self.inc' with mean price 0.1, 1 impressions of adomain 'speedcash.com' with mean price 0.2, 4 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.1, 3 impressions of adomain 'tiktok.com' with mean price 1.4, 1 clicks of adomain 'underdogfantasy.com', 1 impressions of adomain 'underdogfantasy.com' with mean price 12.6, 53 impressions of adomain 'vizor-games.com' with mean price 0.2, 1 impressions of adomain 'voquezna.com' with mean price 0.6, 3 impressions of adomain 'vytalogy.com' with mean price 0.3, 1 impressions of adomain 'wooga.com' with mean price 0.0; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 29.2; 1 sessions in app 'in.playsimple.tripcross', 4 ad_requests with mean bid_floor 3.6; 4 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 11.9; 39 sessions in app 'kjv.bible.kingjamesbible', 140 ad_requests with mean bid_floor 4.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 5376;channel is 'USA/V/bidmachine/com.casualgamesonline.coinslotsgame/True/372';time_since_click_in_hours is 5376;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.874295177787628;partition is 715;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '04c44ca2-87e4-48a1-8e36-884a332106d0;uuid is '22b61fc7-7c7e-4626-9dc0-5d7e6fbc756d';bid_timestamp is '2025-01-02 2:22:30';device_id is '04c44ca2-87e4-48a1-8e36-884a332106d0';biddate is '2025-01-02';country is 'USA';app is 'com.bonnie.trafficescape';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 23.3949539076266;target_cpi is 1.82930021325799;campaign is 57724;creative_id is 229286;session_duration is 19 ;seller_name is 'FOMO';seller_id is 573;content_type is 'ie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 22.191253;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 185250 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.74;prior_theme_impressions_count is 18;prior_tag_clicks_count is 1 ;time_since_click is '23005159';hour is '2025-01-02 02:00:00+00:00';day_of_week is '3';os_version is 12;user_behavior_stats_in_past is '15 sessions in app 'art.of.find.hidden.object.puzzle.journey', 540 ad_requests with mean bid_floor 7.7, 1 impressions of adomain 'finz.games' with mean price 7.1; 2 sessions in app 'casino.wild.jackpot.slots.android', 32 ad_requests with mean bid_floor 35.4; 2 sessions in app 'casinoslots.classic.thereels.android', 14 ad_requests with mean bid_floor 0.3; 1 sessions in app 'com.DesireGame.BridgeRunnerRush3D', 14 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.GoofyGamerGames.Pizza', 6 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.Skillbuilder.bubbleshooter', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 12.1; 3 sessions in app 'com.car.jam.puzzle', 69 ad_requests with mean bid_floor 20.4, 1 impressions of adomain 'ads.netapop.com' with mean price 0.1, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.0; 1 sessions in app 'com.chaos.infusion.battle', 7 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.cooking.bingo.ldkwh', 8 ad_requests with mean bid_floor 6.7; 1 sessions in app 'com.cooking.world.chef.craze.restaurant.fever.free', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.corestudiso.suzyrest', 37 ad_requests with mean bid_floor 35.5; 2 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.day.day.good.nice', 50 ad_requests with mean bid_floor 174.5; 1 sessions in app 'com.drillsoftwell.bingo', 10 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.econogames.bible.versepuzzle.gp', 6 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.econogames.bible.wordsearch.gp', 11 ad_requests with mean bid_floor 0.8, 1 impressions of adomain 'wpunj.edu' with mean price 1.2; 46 sessions in app 'com.find.spot.photo.hunt.differences.free.hidden', 1805 ad_requests with mean bid_floor 2.7, 1 impressions of adomain '9snail.com' with mean price 0.0, 1 impressions of adomain 'aarp.org' with mean price 0.2, 1 impressions of adomain 'aarpfoundation.org' with mean price 0.1, 75 impressions of adomain 'amazon.com' with mean price 0.1, 4 impressions of adomain 'ashleyfurniture.com' with mean price 0.1, 1 impressions of adomain 'avidly.com' with mean price 0.0, 1 impressions of adomain 'benjaminone.com' with mean price 0.0, 2 impressions of adomain 'bidease.com' with mean price 0.0, 3 impressions of adomain 'bidease.com_101931' with mean price 0.0, 8 impressions of adomain 'cash.app' with mean price 0.0, 2 impressions of adomain 'castrol.com' with mean price 0.1, 1 impressions of adomain 'comcast.com' with mean price 11.5, 8 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'earthrated.com' with mean price 0.1, 2 impressions of adomain 'exmox.com' with mean price 10.0, 2 clicks of adomain 'exmox.com', 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 5 impressions of adomain 'freecash.com' with mean price 22.5, 2 impressions of adomain 'gaiaherbs.com' with mean price 0.1, 1 impressions of adomain 'guidingstars.com' with mean price 0.1, 9 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'hsn.com' with mean price 0.0, 2 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'investor.vanguard.com' with mean price 0.2, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'jeld-wen.com' with mean price 0.4, 1 impressions of adomain 'justdice.io' with mean price 0.0, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 43.7, 2 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 2 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'mattel163.com' with mean price 0.0, 2 impressions of adomain 'megafood.com' with mean price 0.1, 9 impressions of adomain 'megafortuna.co' with mean price 0.0, 2 impressions of adomain 'metacoregames.com' with mean price 0.0, 3 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moneylion.com' with mean price 0.1, 1 impressions of adomain 'mycyberdefensehq.com' with mean price 0.0, 4 impressions of adomain 'naturesbounty.com' with mean price 0.3, 2 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'palladiumhotelgroup.com' with mean price 0.2, 1 impressions of adomain 'palmers.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 5 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'pentlyconger.com' with mean price 0.1, 1 impressions of adomain 'pharmavite.com' with mean price 0.1, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 3 impressions of adomain 'progressive.com' with mean price 0.0, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'schlage.com' with mean price 0.2, 10 impressions of adomain 'smuckers.com' with mean price 8.1, 2 impressions of adomain 'starz.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'ultimatepetnutrition.com' with mean price 0.1, 10 impressions of adomain 'unilever.com' with mean price 0.1, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 1 impressions of adomain 'walgreens.com' with mean price 0.1, 1 impressions of adomain 'whirlpoolcorp.com' with mean price 0.1, 1 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zynga.com' with mean price 0.0; 1 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 13 ad_requests with mean bid_floor 0.3, 2 impressions of adomain 'amazon.com' with mean price 0.2; 4 sessions in app 'com.gbd.amy.secret.game', 214 ad_requests with mean bid_floor 0.8; 2 sessions in app 'com.gown.princess.dress.happy.paint.by.number.coloring.game', 9 ad_requests with mean bid_floor 0.6; 1 sessions in app 'com.hg.pizza.maker.cooking.games', 42 ad_requests with mean bid_floor 3.3; 5 sessions in app 'com.hidden.object.find.beauty.search.games.free', 126 ad_requests with mean bid_floor 0.4, 24 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.0, 1 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'nuunlife.com' with mean price 0.1; 1 sessions in app 'com.insbraingames.cryptoscapes.gp', 57 ad_requests with mean bid_floor 47.2; 1 sessions in app 'com.inspiredsquare.jupiter', 70 ad_requests with mean bid_floor 2.4; 2 sessions in app 'com.intensedev.biblesolitaire.gp', 136 ad_requests with mean bid_floor 30.0; 1 sessions in app 'com.intensedev.classicsolitaire.gp', 3 ad_requests with mean bid_floor 10.7; 1 sessions in app 'com.justplay.app', 5 ad_requests with mean bid_floor 5.0; 83 sessions in app 'com.kjv.bible.now', 563 ad_requests with mean bid_floor 13.0; 2 sessions in app 'com.many.differences.spot.find', 3 ad_requests with mean bid_floor 0.9; 3 sessions in app 'com.marketer.greenpass', 25 ad_requests with mean bid_floor 2.0; 2 sessions in app 'com.marketer.reserverdeals', 13 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.matryoshka.cooking.vibes', 29 ad_requests with mean bid_floor 1.9; 2 sessions in app 'com.meeseva.bazaar', 28 ad_requests with mean bid_floor 1.6; 1 sessions in app 'com.nar.FriendsMatch', 5 ad_requests with mean bid_floor 33.3; 1 sessions in app 'com.peoplefun.wordcross', 14 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.playbliss.traffic.jam.car.escape.out', 65 ad_requests with mean bid_floor 3.4; 52 sessions in app 'com.puzzlegames.carescape3d.gp', 2450 ad_requests with mean bid_floor 2.2, 1 clicks of adomain '1000bulbs.com', 4 impressions of adomain '1000bulbs.com' with mean price 6.4, 2 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 1.0, 3 clicks of adomain 'bestplay.app', 3 impressions of adomain 'bestplay.app' with mean price 13.9, 1 impressions of adomain 'cashoomoapps.info' with mean price 6.9, 1 impressions of adomain 'consumertestconnect.com' with mean price 14.1, 5 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'drpipes.com' with mean price 0.3, 2 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'flashrewards.co' with mean price 14.4, 1 clicks of adomain 'flashrewards.co', 1 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 18.3, 1 impressions of adomain 'ksg.com' with mean price 7.5, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 9.6, 4 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'newpub.co/business-empire' with mean price 69.7, 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 10.1, 2 impressions of adomain 'pentlyconger.com' with mean price 0.2, 3 impressions of adomain 'rewards-locker.com' with mean price 7.9, 2 impressions of adomain 'richie.games' with mean price 12.4, 1 impressions of adomain 'sleepnumber.com' with mean price 0.4, 4 impressions of adomain 'totalsecurenetguard.com' with mean price 0.2, 1 clicks of adomain 'trk.bestofferconvert.com', 1 impressions of adomain 'trk.bestofferconvert.com' with mean price 8.9, 1 impressions of adomain 'voodoo.io' with mean price 22.9, 13 impressions of adomain 'wooga.com' with mean price 0.2, 1 impressions of adomain 'zynga.com' with mean price 0.5; 30 sessions in app 'com.qrcode.quick.scango', 583 ad_requests with mean bid_floor 7.5; 1 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 8 ad_requests with mean bid_floor 2.0; 3 sessions in app 'com.set.starry.plain', 40 ad_requests with mean bid_floor 1.5; 4 sessions in app 'com.slotslimited.fatcatcasino.android', 9 ad_requests with mean bid_floor 0.5; 2 sessions in app 'com.spiral.race.game', 23 ad_requests with mean bid_floor 5.4; 2 sessions in app 'com.spot.find.differences.brain.puzzle', 46 ad_requests with mean bid_floor 33.1, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'microsoft.com' with mean price 0.0; 6 sessions in app 'com.tellmewow.senior.bingo', 12 ad_requests with mean bid_floor 13.9; 3 sessions in app 'com.theangrykraken.bingo', 113 ad_requests with mean bid_floor 47.0; 3 sessions in app 'com.tripledot.spades', 31 ad_requests with mean bid_floor 22.9, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 2 impressions of adomain 'enspryng.com' with mean price 0.6, 1 impressions of adomain 'goodnites.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 1.5, 1 impressions of adomain 'mistplay.com' with mean price 0.4, 3 impressions of adomain 'prettylitter.com' with mean price 0.6, 1 impressions of adomain 'productmadness.com' with mean price 0.5, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'xtandi.com' with mean price 0.7; 1 sessions in app 'com.tripledot.woodoku', 1 ad_requests with mean bid_floor 3.4; 12 sessions in app 'com.trivialtechnology.Rummy500D', 79 ad_requests with mean bid_floor 8.4; 1 sessions in app 'com.up.up.study.copper', 53 ad_requests with mean bid_floor 56.2; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vitastudio.solitaire', 13 ad_requests with mean bid_floor 105.4; 1 sessions in app 'com.wkg.traffic.escape.driving.order', 1 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.wordgame.words.connect', 10 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.yolo.hiddenobjects', 5 ad_requests with mean bid_floor 18.7, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'emojiconnect.emojimatch.emojipuzzle', 3 ad_requests with mean bid_floor 2.7; 2 sessions in app 'games.stellarplay.silkboard', 32 ad_requests with mean bid_floor 1.6; 2 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 42 ad_requests with mean bid_floor 12.1, 1 impressions of adomain 'commissaries.com' with mean price 0.3; 5 sessions in app 'in.playsimple.wordtrip', 25 ad_requests with mean bid_floor 11.7; 4 sessions in app 'net.playtowingames.casino', 53 ad_requests with mean bid_floor 178.9; 4 sessions in app 'traffic.parking.jam.escape.car3d.games', 144 ad_requests with mean bid_floor 2.3, 1 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'advancemoversnc.com' with mean price 0.2, 1 impressions of adomain 'aspecialplacehomecare.com' with mean price 0.2, 1 impressions of adomain 'carolinecookehomes.com' with mean price 0.2, 1 impressions of adomain 'culturelle.com' with mean price 0.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.bonnie.trafficescape/False/573';time_since_click_in_hours is 6390;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0425976209305944;partition is 3027;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_100k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(af_level_achieved)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_100k_08_20_2024' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_100k' 'Android_ALL_IAP_abdoul_500k_05_28_2024' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI(cc_ad_ltv_d1_android)_abdoul_V5_MMP_100k_11_10_2024' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_100min)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.ballytechnologies.quickhitslots_Android_CPA(First_Spin)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPA(cc_ad_ltv_d1_android)_abdoul_V5_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(prog2)_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.mounthorse.travelmatch_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(consent_management)_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.aaaudi.biblecode_Android_CPA(10level_complete_beforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'dcff976d-4ceb-43b8-8394-d8893957a798';bid_timestamp is '2024-12-15 0:37:42';device_id is '08c37169-6a95-42d5-8e9e-1c970a3048d4';biddate is '2024-12-15';country is 'USA';app is 'hqs.handy.qrcode.scanner';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'applovin';raw_price is 5.12471343482687;target_cpi is 4;campaign is 57526;creative_id is 228965;session_duration is 310 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 4.858431 ;min_floor is 4.858431 ;bidmachine_placement_value is 26.5;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 8989 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1.9;prior_theme_impressions_count is 6;prior_tag_clicks_count is 1 ;time_since_click is '48727';hour is '2024-12-15 00:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2;channel is 'USA/I/applovin/hqs.handy.qrcode.scanner/False/117';time_since_click_in_hours is 14;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.884950378629856;partition is 2671;segments is ['com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPI_abdoul_V3_100k' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'ecb17722-9f5a-402a-824c-6c464bc30742;uuid is '96527693-fdf7-402c-a8df-f326c1f6c5af';bid_timestamp is '2024-12-30 19:12:28';device_id is 'ecb17722-9f5a-402a-824c-6c464bc30742';biddate is '2024-12-30';country is 'USA';app is 'com.block.juggle';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.2682365636303;target_cpi is 2;campaign is 57738;creative_id is 228773;session_duration is 0 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 71.19403;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 23 ;time_since_impression is 262993 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.71;prior_theme_impressions_count is 23;prior_tag_clicks_count is 1 ;time_since_click is '262985';hour is '2024-12-30 19:00:00+00:00';day_of_week is '0';os_version is 11;user_behavior_stats_in_past is '17 sessions in app 'bubble.game.shooter.bird.pop', 28 ad_requests with mean bid_floor 2.2; 19 sessions in app 'com.RocinanteGames.SwatTacticalShooter', 406 ad_requests with mean bid_floor 9.0; 7 sessions in app 'com.blackout.spades', 1020 ad_requests with mean bid_floor 25.6, 1 impressions of adomain 'gaiam.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 2.5, 1 impressions of adomain 'newpub.co/spades' with mean price 6.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'olly.com' with mean price 0.3; 15 sessions in app 'com.block.juggle', 26 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 3.5; 33 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 508 ad_requests with mean bid_floor 1.3, 1 impressions of adomain 'cascademountain.com' with mean price 1.4, 1 impressions of adomain 'cdw.com' with mean price 0.8, 7 impressions of adomain 'crisispregnancies.org' with mean price 1.3, 1 impressions of adomain 'disneyplus.com' with mean price 0.7, 1 impressions of adomain 'furststaff.com' with mean price 1.5, 2 impressions of adomain 'mcgrathkiaofhighlandpark.com' with mean price 1.4, 2 clicks of adomain 'newpub.co/spades', 5 impressions of adomain 'newpub.co/spades' with mean price 4.3, 3 impressions of adomain 'temu.com' with mean price 31.3, 4 impressions of adomain 'walgreens.com' with mean price 0.8; 158 sessions in app 'games.spearmint.triplecrush', 2143 ad_requests with mean bid_floor 3.4, 5 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'amazon.com' with mean price 0.1, 5 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'britishairways.com' with mean price 0.4, 1 impressions of adomain 'cascademountain.com' with mean price 1.4, 1 impressions of adomain 'caudalie.com' with mean price 0.1, 1 impressions of adomain 'clorox.com' with mean price 0.1, 1 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'harley-davidson.com' with mean price 0.6, 1 impressions of adomain 'hhs.gov' with mean price 0.4, 1 impressions of adomain 'homesbypenne.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.1, 1 impressions of adomain 'lenscrafters.com' with mean price 0.0, 1 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'newpub.co/spades' with mean price 1.9, 3 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'roadscholar.org' with mean price 0.1, 1 impressions of adomain 'soundofprofound.com' with mean price 0.1, 7 impressions of adomain 'spinraza.com' with mean price 0.3, 1 impressions of adomain 'temu.com' with mean price 38.9, 6 impressions of adomain 'ups.com' with mean price 1.0, 22 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'waterpik.com' with mean price 0.1; 32 sessions in app 'in.playsimple.tripcross', 881 ad_requests with mean bid_floor 12.3; 5 sessions in app 'in.playsimple.wordtrip', 9 ad_requests with mean bid_floor 11.1; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 3.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 73;channel is 'USA/V/applovin/com.block.juggle/False/117';time_since_click_in_hours is 73;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.40523502403063;partition is 2671;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(110)_abdoul_V3_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '91f26f61-d95f-46d1-afb3-5f77ca9a1672;uuid is 'e7b30d23-d6d2-4000-b2d1-f89a95b5c76b';bid_timestamp is '2024-12-22 17:53:28';device_id is '91f26f61-d95f-46d1-afb3-5f77ca9a1672';biddate is '2024-12-22';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 53.4143823482691;target_cpi is 2.78669562259125;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'i';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 22.457627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 9903043 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.27;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-22 17:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '3 sessions in app 'com.aiqrscanner.barcodepro', 31 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.arrowise.solitaire.guni', 8 ad_requests with mean bid_floor 2.8; 1 sessions in app 'com.art.wallpata.yuo', 10 ad_requests with mean bid_floor 1.6; 2 sessions in app 'com.blackout.spades', 25 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.blockblast.adventuremaster.blockpuzzle.samsung', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.burakgon.gamebooster3', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.callapp.callerid.spamcallblocker', 4 ad_requests with mean bid_floor 2.8; 54 sessions in app 'com.chess.strategy.boardgame', 1945 ad_requests with mean bid_floor 8.1, 3 impressions of adomain 'amazon.com' with mean price 1.1, 1 clicks of adomain 'cox.com', 3 impressions of adomain 'cox.com' with mean price 2.5, 1 impressions of adomain 'pfister.com' with mean price 0.9; 5 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 14 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.diarynotes.private.feels', 27 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.easybrain.backgammon.board.games', 59 ad_requests with mean bid_floor 27.2; 4 sessions in app 'com.econogames.bible.wordsearch.gp', 37 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.epicwalls.wallpaper.app', 24 ad_requests with mean bid_floor 33.2; 1 sessions in app 'com.fbig.words', 2 ad_requests with mean bid_floor 9.9; 5 sessions in app 'com.fileorganizer.cabinet.efficient', 62 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.find.yourphone.clapping', 49 ad_requests with mean bid_floor 3.3; 5 sessions in app 'com.findmyphone.mobile.radar', 163 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 13.7; 6 sessions in app 'com.flashlight.callflash.ringingbet', 89 ad_requests with mean bid_floor 5.3; 6 sessions in app 'com.gamerhook.spades.play.card.games.free', 8 ad_requests with mean bid_floor 21.0; 37 sessions in app 'com.gamovation.chessclubpilot', 420 ad_requests with mean bid_floor 3.3, 1 impressions of adomain 'kbhome.com' with mean price 0.9, 4 impressions of adomain 'solitairecash.com' with mean price 0.9; 8 sessions in app 'com.gamovation.tileclub', 590 ad_requests with mean bid_floor 2.0, 1 impressions of adomain 'alternahaircare.com' with mean price 0.2, 4 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.1, 1 impressions of adomain 'eltamd.com' with mean price 0.1, 1 impressions of adomain 'heritagestore.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1; 5 sessions in app 'com.healthassistant.bloodtrack.monitor', 54 ad_requests with mean bid_floor 5.5; 103 sessions in app 'com.holybible.verseandaudio.prayer', 962 ad_requests with mean bid_floor 0.9; 2 sessions in app 'com.hyilmaz.spades', 4 ad_requests with mean bid_floor 1.9; 26 sessions in app 'com.kingsofgames.chessuniverse', 393 ad_requests with mean bid_floor 9.4, 16 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'bloomnu.com' with mean price 0.3, 1 impressions of adomain 'firstsightstp.com' with mean price 0.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.2, 1 impressions of adomain 'lavazza.com' with mean price 0.5, 1 impressions of adomain 'nowfoods.com' with mean price 0.3, 6 impressions of adomain 'papayagaming.com' with mean price 0.1, 1 impressions of adomain 'penguin.com' with mean price 0.6; 1 sessions in app 'com.launcher.light.theme3d', 3 ad_requests with mean bid_floor 5.0; 1 sessions in app 'com.locker.eiouc.beothen', 1 ad_requests with mean bid_floor 2.9; 31 sessions in app 'com.miniclip.chess', 463 ad_requests with mean bid_floor 2.3, 127 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'archwellhealth.com' with mean price 0.9, 8 impressions of adomain 'bigo.tv' with mean price 0.1, 1 impressions of adomain 'boostmobile.com' with mean price 1.1, 4 impressions of adomain 'cox.com' with mean price 0.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.1, 2 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'instacart.com' with mean price 0.0, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 2 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'papayagaming.com' with mean price 0.1, 3 impressions of adomain 'paramountplus.com' with mean price 0.1, 2 impressions of adomain 'pfister.com' with mean price 0.3, 3 impressions of adomain 'playsimple.in' with mean price 0.1, 2 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.2, 1 impressions of adomain 'shakeshack.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 2 impressions of adomain 'tagged.com' with mean price 0.1, 5 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'valhalla-survival.com' with mean price 0.1, 1 impressions of adomain 'weather.com' with mean price 0.1; 1 sessions in app 'com.mulheres.dasbible', 7 ad_requests with mean bid_floor 74.1; 1 sessions in app 'com.optimal.magnifier.pro', 52 ad_requests with mean bid_floor 2.7; 2 sessions in app 'com.peoplefun.wordcross', 16 ad_requests with mean bid_floor 6.2; 1 sessions in app 'com.playvalve.dominoes', 22 ad_requests with mean bid_floor 51.3; 8 sessions in app 'com.playvalve.spades', 140 ad_requests with mean bid_floor 51.8, 6 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'followfreshfromflorida.com' with mean price 0.4, 1 impressions of adomain 'naturesbakery.com' with mean price 0.4; 2 sessions in app 'com.sh.triple.match.master.tile.games', 23 ad_requests with mean bid_floor 4.7; 7 sessions in app 'com.smart.applock.iteao', 276 ad_requests with mean bid_floor 4.9; 7 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 126 ad_requests with mean bid_floor 5.6; 1 sessions in app 'com.staplegames.spades', 2 ad_requests with mean bid_floor 18.6; 38 sessions in app 'com.tile.town.puzzle.master.match', 1508 ad_requests with mean bid_floor 13.9, 1 impressions of adomain 'cox.com' with mean price 0.6, 1 impressions of adomain 'paramountplus.com' with mean price 0.2; 5 sessions in app 'com.tile.trip.triple.match.connect.puzzle', 13 ad_requests with mean bid_floor 103.2; 5 sessions in app 'com.today.data.toutup', 182 ad_requests with mean bid_floor 4.7; 2 sessions in app 'com.tripledot.blackjack', 10 ad_requests with mean bid_floor 1.0; 2 sessions in app 'com.tripledot.solitaire', 6 ad_requests with mean bid_floor 3.3; 2 sessions in app 'com.tripledot.tile.blossom', 22 ad_requests with mean bid_floor 10.9; 5 sessions in app 'com.tripledot.woodoku', 21 ad_requests with mean bid_floor 3.3; 4 sessions in app 'com.wildcard.classicspades', 64 ad_requests with mean bid_floor 3.8; 2 sessions in app 'com.wordgame.words.connect', 2 ad_requests with mean bid_floor 6.7; 16 sessions in app 'com.xten.starfall', 87 ad_requests with mean bid_floor 11.9; 1 sessions in app 'com.zd.watersort', 4 ad_requests with mean bid_floor 4.2; 3 sessions in app 'easy.launcher', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'fg.nuts.sort.journey', 24 ad_requests with mean bid_floor 27.3; 20 sessions in app 'funvent.tilepark', 202 ad_requests with mean bid_floor 7.0; 2 sessions in app 'holy.bible.kjv.kingjamesbible.verse.biblia', 4 ad_requests with mean bid_floor 34.2; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 6.1; 6 sessions in app 'in.playsimple.wordtrip', 46 ad_requests with mean bid_floor 12.6; 12 sessions in app 'kjv.bible.kingjamesbible', 187 ad_requests with mean bid_floor 34.4; 4 sessions in app 'kjv.holy.bible.verse.audio', 11 ad_requests with mean bid_floor 3.3; 1 sessions in app 'mahjong.solitaire.free.senior.puzzle.games', 3 ad_requests with mean bid_floor 0.4; 8 sessions in app 'onet.tile.match.puzzle.android', 179 ad_requests with mean bid_floor 62.2; 28 sessions in app 'pl.lukok.chess', 252 ad_requests with mean bid_floor 29.8; 8 sessions in app 'pl.lukok.draughts', 37 ad_requests with mean bid_floor 18.9; 1 sessions in app 'ske.arbc.we.neat', 2 ad_requests with mean bid_floor 2.0; 1 sessions in app 'st.ows.checkers', 2 ad_requests with mean bid_floor 0.0; 33 sessions in app 'st.ows.chess', 466 ad_requests with mean bid_floor 2.0, 17 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'astrazeneca.com' with mean price 0.7, 3 impressions of adomain 'cox.com' with mean price 2.4, 6 impressions of adomain 'highlevelsafeguard.com' with mean price 0.8, 4 impressions of adomain 'janssen.com' with mean price 1.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 2 impressions of adomain 'lorealparisusa.com' with mean price 0.7, 8 impressions of adomain 'progressive.com' with mean price 0.6, 4 impressions of adomain 'quicksaver.info' with mean price 0.7, 6 impressions of adomain 'solitairecash.com' with mean price 0.8, 2 impressions of adomain 'stpeteboatshow.com' with mean price 1.3, 3 impressions of adomain 'tremfya.com' with mean price 2.6, 1 impressions of adomain 'truqap.com' with mean price 0.7; 2 sessions in app 'traffic.parking.jam.escape.car3d.games', 39 ad_requests with mean bid_floor 2.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2750;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/True/482';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.236532881116392;partition is 3237;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_apps_embeddings_similarity' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.spades_USA_80' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '858c6f4a-aaf7-42e4-9609-61c19305e686;uuid is '5621438c-e768-4f4f-90ab-78854673527c';bid_timestamp is '2025-01-03 17:34:19';device_id is '858c6f4a-aaf7-42e4-9609-61c19305e686';biddate is '2025-01-03';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.4669272157626;target_cpi is 1.34753159817413;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 1.6112;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1012892 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.42;prior_theme_impressions_count is 5;prior_tag_clicks_count is 3 ;time_since_click is '1614207';hour is '2025-01-03 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'bubbles.pop.power', 1 ad_requests with mean bid_floor 5.2; 19 sessions in app 'com.block.juggle', 96 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.blockpuzzle.comboblastmaster.freegame', 10 ad_requests with mean bid_floor 11.5; 5 sessions in app 'com.wonderpeople.megahitpoker.global', 24 ad_requests with mean bid_floor 91.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 281;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 448;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.305439286750169;partition is 224;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPA(COMPLETE_LEVEL_10)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(offer)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_end_befored8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '4e0ba8ab-f6a0-4bc4-a35d-32ba7d461caa';bid_timestamp is '2024-12-18 12:42:07';device_id is '34056885-f999-47b1-8e7c-396ccf7378c8';biddate is '2024-12-18';country is 'USA';app is 'com.textmeinc.textme';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 99.0471793300411;target_cpi is 105.807204164128;campaign is 57537;creative_id is 228773;session_duration is 0 ;seller_name is 'TextMe';seller_id is 478;content_type is 'vie';bid_floor is 10.083876 ;min_floor is 5.3106 ;bidmachine_placement_value is 5.665518;placement_historical_value is 18.596092;third_party_bid_price is 10.083876;prior_tag_impressions_count is 5 ;time_since_impression is 32430700 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 3.74;prior_theme_impressions_count is 5;prior_tag_clicks_count is 1 ;time_since_click is '40395262';hour is '2024-12-18 12:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 9008;channel is 'USA/I/bidmachine/com.textmeinc.textme/False/478';time_since_click_in_hours is 11221;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.901359396641365;partition is 2580;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '433cfee6-b50d-4be7-97b4-d8c162362ce4;uuid is '5132e1e5-3573-4307-9a76-49d8070ffa3c';bid_timestamp is '2025-01-11 5:52:20';device_id is '433cfee6-b50d-4be7-97b4-d8c162362ce4';biddate is '2025-01-11';country is 'USA';app is 'traffic.parking.jam.escape.car3d.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 51.6122018309349;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;content_type is 'vi';bid_floor is 2.582212 ;min_floor is 0.0106 ;bidmachine_placement_value is 99.375;placement_historical_value is ;third_party_bid_price is 2.58221201;prior_tag_impressions_count is 6 ;time_since_impression is 76952 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 7.39;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '76945';hour is '2025-01-11 05:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '12 sessions in app 'com.baf.connectballs', 54 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 29.4; 3 sessions in app 'com.bonnie.trafficescape', 26 ad_requests with mean bid_floor 3.6; 45 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 367 ad_requests with mean bid_floor 5.2; 43 sessions in app 'com.duty.deviceclean.phonesto', 541 ad_requests with mean bid_floor 5.2; 29 sessions in app 'com.easytools.filehelper', 1060 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 11.6; 1 sessions in app 'com.flyingwhalegames.carout', 25 ad_requests with mean bid_floor 86.9; 3 sessions in app 'com.free.spider.solitaire.card.game', 6 ad_requests with mean bid_floor 10.8; 3 sessions in app 'com.gamovation.mahjongclub', 54 ad_requests with mean bid_floor 6.0; 4 sessions in app 'com.intensedev.classicsolitaire.gp', 81 ad_requests with mean bid_floor 85.4; 14 sessions in app 'com.kidultlovin.royalsolitaire', 406 ad_requests with mean bid_floor 94.8, 1 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'carnival.com' with mean price 0.5, 1 impressions of adomain 'depend.com' with mean price 0.5, 5 impressions of adomain 'intuit.com' with mean price 0.8, 3 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 51.9, 2 impressions of adomain 'newpub.co/spades' with mean price 190.1, 1 impressions of adomain 'purestorage.com' with mean price 1.3, 1 impressions of adomain 'secret.com' with mean price 0.6, 76 impressions of adomain 'walmart.com' with mean price 1.4; 11 sessions in app 'com.mahjong.pyramid.catnap.gp', 68 ad_requests with mean bid_floor 0.4; 3 sessions in app 'com.mahjong.solitaire.zen.match.tile.relax.onet.puzzle', 13 ad_requests with mean bid_floor 4.1; 7 sessions in app 'com.mobilityware.CastleSolitaire', 207 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'biocodex.com' with mean price 0.3, 2 impressions of adomain 'chumbacasino.com' with mean price 0.3, 2 impressions of adomain 'subaru.com' with mean price 0.3; 3 sessions in app 'com.newpubco.spades', 31 ad_requests with mean bid_floor 11.3, 1 impressions of adomain 'apcu.com' with mean price 0.6; 4 sessions in app 'com.peoplefun.wordcross', 54 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.playvalve.solitaire.spider', 28 ad_requests with mean bid_floor 66.3, 1 impressions of adomain 'boost.com' with mean price 1.7, 1 impressions of adomain 'clorox.com' with mean price 0.3; 2 sessions in app 'com.rescue.agent', 19 ad_requests with mean bid_floor 50.2; 8 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 176 ad_requests with mean bid_floor 3.4, 3 impressions of adomain 'acorn.tv' with mean price 0.2, 8 impressions of adomain 'adidas.com' with mean price 0.2, 21 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'ccplumbingandwell.com' with mean price 0.2, 2 impressions of adomain 'clorox.com' with mean price 0.3, 3 impressions of adomain 'depend.com' with mean price 0.2, 6 impressions of adomain 'discovery.com' with mean price 0.2, 4 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'miralax.com' with mean price 0.2, 3 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 61.1, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'wbd.com' with mean price 0.3; 1 sessions in app 'com.solitaire.blast.puzzle', 22 ad_requests with mean bid_floor 108.5, 1 clicks of adomain 'newpub.co/klondikesolitaire', 1 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 68.3; 1 sessions in app 'com.solitaire.cards.deluxe', 12 ad_requests with mean bid_floor 2.4; 1 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 16 ad_requests with mean bid_floor 5.0, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 72.0; 36 sessions in app 'com.stay.healthy.calorie', 590 ad_requests with mean bid_floor 4.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 6.5; 5 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 2.8; 41 sessions in app 'com.vafra.browser', 229 ad_requests with mean bid_floor 56.7; 1 sessions in app 'com.vitastudio.spider', 36 ad_requests with mean bid_floor 103.2; 1 sessions in app 'com.vottzapps.wordle', 2 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.wildcard.classicspades', 17 ad_requests with mean bid_floor 3.3; 1 sessions in app 'com.wildcard.spadespop', 19 ad_requests with mean bid_floor 5.5; 2 sessions in app 'com.wordgame.words.connect', 3 ad_requests with mean bid_floor 11.0; 23 sessions in app 'etd.easy.todolist', 737 ad_requests with mean bid_floor 8.1; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 5.8; 8 sessions in app 'in.playsimple.wordtrip', 84 ad_requests with mean bid_floor 9.3; 1 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 20 ad_requests with mean bid_floor 22.3; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 7.4; 1 sessions in app 'ske.arbc.we.neat', 1 ad_requests with mean bid_floor 5.2; 7 sessions in app 'solitaire.collection.klondike.card.games.free.game', 72 ad_requests with mean bid_floor 31.8; 1 sessions in app 'space.fighter.shooting.games', 48 ad_requests with mean bid_floor 88.7; 7 sessions in app 'spider.solitaire.card.games.free.klondike.patience', 96 ad_requests with mean bid_floor 10.6, 1 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.3, 8 impressions of adomain 'depend.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.2, 2 impressions of adomain 'jnj.com' with mean price 0.4, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'quiktrip.com' with mean price 0.2, 2 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'totalsecurenetguard.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.3; 4 sessions in app 'traffic.parking.jam.escape.car3d.games', 69 ad_requests with mean bid_floor 2.1, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 51.6; 31 sessions in app 'yu.neo.cleanse', 946 ad_requests with mean bid_floor 12.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 21;channel is 'USA/V/bidmachine/traffic.parking.jam.escape.car3d.games/False/222';time_since_click_in_hours is 21;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.670545377564933;partition is 2869;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.vitastudio.mahjong_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_custom1_revenue)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_80' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'fed5d12f-390e-46b7-994f-a67ad6755060;uuid is '90cba9f7-9da8-49f2-a907-5d927efba570';bid_timestamp is '2025-01-28 18:26:08';device_id is 'fed5d12f-390e-46b7-994f-a67ad6755060';biddate is '2025-01-28';country is 'USA';app is 'com.textmeinc.textme';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '96e2debf7a6e443eab1a9dc799f3d3a2';display_manager is 'bidmachine';raw_price is 10.5991276912391;target_cpi is 1;campaign is 58197;creative_id is 229453;session_duration is 0 ;seller_name is 'TextMe';seller_id is 478;content_type is 'vi';bid_floor is 5.3106 ;min_floor is 5.3106 ;bidmachine_placement_value is 9.137931;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.54;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 18:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior_stats_in_past is '28 sessions in app 'com.bbumgames.spadesroyale', 306 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.ea.gp.nbamobile', 12 ad_requests with mean bid_floor 75.5; 110 sessions in app 'com.enflick.android.TextNow', 195 ad_requests with mean bid_floor 44.0; 4 sessions in app 'com.gamovation.chessclubpilot', 33 ad_requests with mean bid_floor 3.1; 34 sessions in app 'com.generagames.resistance', 232 ad_requests with mean bid_floor 56.9; 9 sessions in app 'com.king.candycrushjellysaga', 43 ad_requests with mean bid_floor 19.5; 4 sessions in app 'com.pinger.textfree', 9 ad_requests with mean bid_floor 9.8; 2 sessions in app 'com.rokutv.remote.app', 22 ad_requests with mean bid_floor 4.5; 222 sessions in app 'com.textmeinc.textme', 2803 ad_requests with mean bid_floor 5.8, 1 impressions of adomain 'adenseniorliving.com' with mean price 0.7, 41 impressions of adomain 'amazon.com' with mean price 1.7, 1 impressions of adomain 'applebees.com' with mean price 0.5, 2 impressions of adomain 'bigo.tv' with mean price 0.4, 1 impressions of adomain 'cadillac.com' with mean price 0.5, 4 impressions of adomain 'cbsinteractive.com' with mean price 0.4, 1 impressions of adomain 'collisroofing.com' with mean price 1.9, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 15 impressions of adomain 'floridalottery.com' with mean price 0.5, 13 impressions of adomain 'joinpropel.com' with mean price 0.4, 2 impressions of adomain 'jorisson.com' with mean price 0.3, 11 impressions of adomain 'justplayapps.com' with mean price 0.3, 1 impressions of adomain 'liquid-iv.com' with mean price 0.4, 2 impressions of adomain 'meetme.com' with mean price 0.3, 3 impressions of adomain 'mpl.live' with mean price 0.3, 1 impressions of adomain 'newpub.co' with mean price 10.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co/hearts' with mean price 9.8, 1 impressions of adomain 'numerator.com' with mean price 0.2, 1 impressions of adomain 'onceuponafarmorganics.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 0.7, 1 impressions of adomain 'post.edu' with mean price 0.5, 1 clicks of adomain 'productmadness.com', 10 impressions of adomain 'productmadness.com' with mean price 3.2, 1 impressions of adomain 'rulonco.com' with mean price 0.8, 1 impressions of adomain 'servicemasterrestore.com' with mean price 1.2, 1 impressions of adomain 'siriusxm.com' with mean price 0.2, 1 impressions of adomain 'slotomania.com' with mean price 0.4; 44 sessions in app 'com.tripledot.solitaire', 2137 ad_requests with mean bid_floor 17.2, 5 impressions of adomain 'discover.com' with mean price 0.6, 1 impressions of adomain 'mizkan.com' with mean price 0.9, 1 clicks of adomain 'www.puzzlecard.top', 1 impressions of adomain 'www.puzzlecard.top' with mean price 23.7, 1 impressions of adomain 'www.vitastudio.ai' with mean price 62.2; 3 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 4.5; 7 sessions in app 'com.zimad.spades', 43 ad_requests with mean bid_floor 0.0; 9 sessions in app 'in.playsimple.wordtrip', 32 ad_requests with mean bid_floor 10.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.textmeinc.textme/False/478';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.977773899026388;partition is 236;segments is ['bloom_com.bbumgames.spadesroyale_USA_1d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '2be37b51-a674-4d8d-91ff-0b34e72d77ac;uuid is '039f4a9e-3469-4413-9295-7b0bda02df6e';bid_timestamp is '2025-02-11 3:33:17';device_id is '2be37b51-a674-4d8d-91ff-0b34e72d77ac';biddate is '2025-02-11';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'e2401e72fc52c3229734a274561ae4e5';display_manager is 'bidmachine';raw_price is 10.9737091357401;target_cpi is 1.5;campaign is 58205;creative_id is 229461;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 2.01 ;min_floor is 2.01 ;bidmachine_placement_value is 56;placement_historical_value is 9.747936;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 4230846 ;learning is 0 ;creative_theme is 'SoftTricky';user_coefficient is 0.44;prior_theme_impressions_count is 5;prior_tag_clicks_count is 2 ;time_since_click is '8393803';hour is '2025-02-11 03:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'block.puzzle.woody.origin.fill.jigsaw', 9 ad_requests with mean bid_floor 0.6; 39 sessions in app 'com.blackout.spades', 5563 ad_requests with mean bid_floor 35.3, 5 impressions of adomain 'acorn.tv' with mean price 0.8, 2 impressions of adomain 'alkaseltzer.com' with mean price 1.7, 15 impressions of adomain 'amazon.com' with mean price 0.8, 8 impressions of adomain 'creditkarma.com' with mean price 41.3, 3 impressions of adomain 'gerber.com' with mean price 1.0, 1 impressions of adomain 'neutrogena.com' with mean price 3.9, 1 impressions of adomain 'niveausa.com' with mean price 1.0, 4 impressions of adomain 'nutrafol.com' with mean price 0.9, 2 impressions of adomain 'orville.com' with mean price 0.8, 2 impressions of adomain 'petiq.com' with mean price 0.8, 7 impressions of adomain 'rocketmortgage.com' with mean price 1.7, 3 impressions of adomain 'samsung.com' with mean price 1.3, 2 impressions of adomain 'sweetfrog.com' with mean price 2.0, 1 impressions of adomain 'unleashingourpotential.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1175;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 2332;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.812891324050741;partition is 3453;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'similar_categories_installed_newpubco_klondikesolitaire' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_62k_01_02_2025' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'a6c91dfc-f40a-48f0-8a98-e677b78647ee;uuid is '07b7ec7d-697d-4db2-b024-54a367af4599';bid_timestamp is '2025-01-28 1:17:50';device_id is 'a6c91dfc-f40a-48f0-8a98-e677b78647ee';biddate is '2025-01-28';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.5;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 59.36;placement_historical_value is 2.807728;third_party_bid_price is ;prior_tag_impressions_count is 101 ;time_since_impression is 185936 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 101;prior_tag_clicks_count is 7 ;time_since_click is '34821296';hour is '2025-01-28 01:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '29 sessions in app 'com.blackout.spades', 10569 ad_requests with mean bid_floor 26.3, 1 impressions of adomain 'amax.com' with mean price 1.3, 9 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'claritin.com' with mean price 0.4, 1 impressions of adomain 'jagoehomes.com' with mean price 0.5, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 2.5, 3 impressions of adomain 'newpub.co/spades' with mean price 3.7, 21 impressions of adomain 'offerhives.com' with mean price 0.4, 2 impressions of adomain 'paramountplus.com' with mean price 2.2, 1 impressions of adomain 'tnradonservices.com' with mean price 0.4, 3 impressions of adomain 'walmart.com' with mean price 0.3; 34 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 510 ad_requests with mean bid_floor 5.2; 4 sessions in app 'com.devilgame.trolllevel', 26 ad_requests with mean bid_floor 12.3; 100 sessions in app 'com.dna.solitaireapp', 5337 ad_requests with mean bid_floor 15.1, 60 impressions of adomain 'adidas.com' with mean price 0.1, 4 impressions of adomain 'alpacachicken.com' with mean price 0.5, 39 impressions of adomain 'amazon.ca' with mean price 0.1, 114 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'american-home.org' with mean price 0.3, 2 impressions of adomain 'bluechew.com' with mean price 0.5, 6 impressions of adomain 'boehringer-ingelheim.com' with mean price 0.3, 1 impressions of adomain 'brightpetnutrition.com' with mean price 0.1, 1 impressions of adomain 'bushfurniturecollection.com' with mean price 0.1, 2 impressions of adomain 'carspa.net' with mean price 0.3, 6 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'chromewebdata' with mean price 0.6, 1 impressions of adomain 'claritin.com' with mean price 0.2, 1 impressions of adomain 'clorox.com' with mean price 0.1, 6 impressions of adomain 'coca-cola.com' with mean price 0.1, 22 impressions of adomain 'colgate.com' with mean price 0.2, 23 impressions of adomain 'comporium.com' with mean price 0.3, 1 impressions of adomain 'coorslight.com' with mean price 0.6, 1 impressions of adomain 'cottonelle.com' with mean price 0.1, 3 impressions of adomain 'covergirl.com' with mean price 0.1, 19 impressions of adomain 'depend.com' with mean price 0.2, 10 impressions of adomain 'disneyplus.com' with mean price 0.1, 2 impressions of adomain 'doordash.com' with mean price 0.1, 4 impressions of adomain 'dyson.com' with mean price 0.2, 4 impressions of adomain 'econtrendx.com' with mean price 0.1, 3 impressions of adomain 'enhertu.com' with mean price 0.6, 2 impressions of adomain 'ensure.com' with mean price 0.2, 3 impressions of adomain 'espn.com' with mean price 0.2, 1 impressions of adomain 'galderma.com' with mean price 0.1, 1 impressions of adomain 'greasemonkeyauto.com' with mean price 0.2, 6 impressions of adomain 'haleon.com' with mean price 0.2, 2 impressions of adomain 'hims.com' with mean price 0.3, 5 impressions of adomain 'huggies.com' with mean price 0.2, 5 impressions of adomain 'inabafoods.com' with mean price 0.1, 8 impressions of adomain 'instagram.com' with mean price 0.2, 1 impressions of adomain 'kenraprofessional.com' with mean price 0.4, 5 impressions of adomain 'lacteol.com' with mean price 0.1, 1 impressions of adomain 'libertytax.com' with mean price 0.1, 2 impressions of adomain 'lorealparisusa.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'methodproducts.com' with mean price 0.2, 9 impressions of adomain 'metricmedianews.com' with mean price 0.3, 1 impressions of adomain 'motrin.com' with mean price 0.1, 4 impressions of adomain 'naturesway.com' with mean price 0.2, 1 impressions of adomain 'nautica.com' with mean price 0.2, 1 impressions of adomain 'newbalance.com' with mean price 0.1, 2 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'nulo.com' with mean price 0.2, 12 impressions of adomain 'numerator.com' with mean price 0.1, 1 clicks of adomain 'numerator.com', 13 impressions of adomain 'nutrafol.com' with mean price 0.2, 9 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.2, 1 impressions of adomain 'opalescence.com' with mean price 0.3, 1 impressions of adomain 'optimumnutrition.com' with mean price 0.1, 1 impressions of adomain 'orgain.com' with mean price 0.1, 1 impressions of adomain 'packexposoutheast.com' with mean price 0.6, 3 impressions of adomain 'painconnect.org' with mean price 0.3, 3 impressions of adomain 'paulmitchell.com' with mean price 0.1, 1 impressions of adomain 'pepsico.com' with mean price 0.1, 2 impressions of adomain 'perdue.com' with mean price 0.2, 2 impressions of adomain 'pharmavite.com' with mean price 0.2, 14 impressions of adomain 'philips.com' with mean price 0.1, 2 impressions of adomain 'platoscloset.com' with mean price 0.9, 7 impressions of adomain 'poise.com' with mean price 0.1, 4 impressions of adomain 'postconsumerbrands.com' with mean price 0.1, 2 impressions of adomain 'pull-ups.com' with mean price 0.1, 2 impressions of adomain 'purina.com' with mean price 0.2, 1 impressions of adomain 'rent.brookfieldproperties.com' with mean price 0.2, 4 impressions of adomain 'sallyhansen.com' with mean price 0.2, 2 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.3, 2 impressions of adomain 'scotiabank.com' with mean price 0.1, 1 impressions of adomain 'scottbrand.com' with mean price 0.1, 1 impressions of adomain 'serviceexpress.com' with mean price 0.3, 6 impressions of adomain 'seventhgeneration.com' with mean price 0.3, 6 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 1 impressions of adomain 'sliding.toys' with mean price 0.1, 1 impressions of adomain 'snuggle.com' with mean price 0.3, 1 impressions of adomain 'spectrumbrands.com' with mean price 0.2, 1 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'starsandstrikes.com' with mean price 0.5, 1 impressions of adomain 'sunnyhealthfitness.com' with mean price 0.4, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'thejoint.com' with mean price 0.2, 1 impressions of adomain 'theralogix.com' with mean price 0.1, 2 impressions of adomain 'tjx.com' with mean price 0.0, 2 impressions of adomain 'ubykotex.com' with mean price 0.2, 2 impressions of adomain 'uky.edu' with mean price 0.1, 2 impressions of adomain 'victorpetfood.com' with mean price 0.1, 2 impressions of adomain 'visitlauderdale.com' with mean price 0.1, 4 impressions of adomain 'vitamix.com' with mean price 0.2, 1 impressions of adomain 'whoop.com' with mean price 0.1, 8 impressions of adomain 'wingspanreach.com' with mean price 0.3, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 23 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.peoplefun.wordcross', 28 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 8.8; 5 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 7.0; 1 sessions in app 'kidultlovin.word.zen', 4 ad_requests with mean bid_floor 14.2; 3 sessions in app 'ske.arbc.we.neat', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'solitaire.klondike.classic.patience.card.games', 9 ad_requests with mean bid_floor 24.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 51;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 9673;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.629905844901255;partition is 830;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '54fa427b-8362-4232-920a-cbe3ad143cd4;uuid is 'abc0a597-e16d-4e6e-9348-e643ebabe96a';bid_timestamp is '2025-02-07 17:57:04';device_id is '54fa427b-8362-4232-920a-cbe3ad143cd4';biddate is '2025-02-07';country is 'USA';app is 'com.gamebrain.hexasort';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 0 ;seller_name is 'Lion Studios MAX';seller_id is 262;content_type is 'vp';bid_floor is 0.0424 ;min_floor is ;bidmachine_placement_value is 6.860842;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 539974 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '539870';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '11 sessions in app 'and.lihuhu.woober', 107 ad_requests with mean bid_floor 7.4, 1 impressions of adomain 'abcmouse.com' with mean price 0.0; 3 sessions in app 'com.balloon.master.cube.match', 20 ad_requests with mean bid_floor 0.6; 7 sessions in app 'com.block.juggle', 17 ad_requests with mean bid_floor 36.2; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.5; 80 sessions in app 'com.gamebrain.hexasort', 2916 ad_requests with mean bid_floor 0.8, 2 impressions of adomain 'adidas.com' with mean price 0.0, 6 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'balanceofnature.com' with mean price 0.4, 1 impressions of adomain 'bausch.com' with mean price 0.3, 1 impressions of adomain 'discoverpuertorico.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 clicks of adomain 'healthbptracker.com', 1 impressions of adomain 'healthbptracker.com' with mean price 0.0, 2 impressions of adomain 'inspiredsquare.com' with mean price 0.0, 1 impressions of adomain 'jackpotcity.ca' with mean price 0.4, 1 impressions of adomain 'livepreferred.com' with mean price 0.7, 1 impressions of adomain 'loudoun.gov' with mean price 0.3, 10 impressions of adomain 'matrix.com' with mean price 0.3, 2 impressions of adomain 'mylifeinabook.com' with mean price 0.3, 1 impressions of adomain 'neatmanager.net' with mean price 0.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 0.0, 2 impressions of adomain 'nutrafol.com' with mean price 0.1, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 7 impressions of adomain 'smuckers.com' with mean price 1.0, 3 impressions of adomain 'starbucks.com' with mean price 0.1, 1 clicks of adomain 'talkingtomandfriends.com', 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.3, 10 impressions of adomain 'textnow.com' with mean price 0.5, 2 clicks of adomain 'textnow.com', 1 impressions of adomain 'tripledot.com' with mean price 0.7, 1 clicks of adomain 'tripledot.com', 1 impressions of adomain 'walmart.com' with mean price 1.4; 1 sessions in app 'com.higgs.tilemaster3d', 10 ad_requests with mean bid_floor 0.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 149;channel is 'USA/V/bidmachine/com.gamebrain.hexasort/True/262';time_since_click_in_hours is 150;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0193871926467189;partition is 2245;segments is ['and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b88237d1-51e0-4814-b4a5-9660d746b8f6;uuid is 'ce5ea932-b6d1-411e-9494-f09bc7f9aa69';bid_timestamp is '2025-02-07 18:00:02';device_id is 'b88237d1-51e0-4814-b4a5-9660d746b8f6';biddate is '2025-02-07';country is 'USA';app is 'com.image.conveimage';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 2000 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vie';bid_floor is 12.6034 ;min_floor is 12.6034 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 18:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'com.ddup.zombiewaves.zw', 3 ad_requests with mean bid_floor 10.8; 23 sessions in app 'com.image.conveimage', 38475 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 1.7; 2 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 4.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.image.conveimage/False/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.75423252098979;partition is 1896;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '30e9314c-ae17-418e-bc35-c6ca53e7986a;uuid is 'ff3c4e9b-a2f8-4478-bb02-3cc30de6a523';bid_timestamp is '2025-02-10 15:12:49';device_id is '30e9314c-ae17-418e-bc35-c6ca53e7986a';biddate is '2025-02-10';country is 'USA';app is 'com.bbumgames.rummystars';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.47561073303222;target_cpi is 0.02;campaign is 58373;creative_id is 228773;session_duration is 0 ;seller_name is 'Voodoo MAX';seller_id is 170;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 2451414 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 4;prior_tag_clicks_count is 1 ;time_since_click is '2641930';hour is '2025-02-10 15:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '36 sessions in app 'GoogleSearch', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.DifLabs.Differences', 32 ad_requests with mean bid_floor 134.7; 44 sessions in app 'com.bbumgames.rummystars', 816 ad_requests with mean bid_floor 2.7, 2 impressions of adomain 'enterpriseholdings.com' with mean price 9.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 9.5, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 19.4, 2 impressions of adomain 'productmadness.com' with mean price 13.1, 1 impressions of adomain 'tubitv.com' with mean price 10.2; 8 sessions in app 'com.blackout.spades', 630 ad_requests with mean bid_floor 17.7, 19 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'cymbiotika.com' with mean price 0.6, 1 impressions of adomain 'google.com' with mean price 0.3, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 4 impressions of adomain 'honest.com' with mean price 0.5, 1 impressions of adomain 'juniper.net' with mean price 0.4, 2 impressions of adomain 'newpub.co/spades' with mean price 14.6, 2 impressions of adomain 'nutrafol.com' with mean price 0.3, 4 impressions of adomain 'owllabs.com' with mean price 3.9, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'strivectin.com' with mean price 0.4; 1 sessions in app 'com.crypt.gram.puzz', 18 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'blackleaf.io' with mean price 0.5, 1 impressions of adomain 'owllabs.com' with mean price 0.2, 1 impressions of adomain 'visitorlando.org' with mean price 0.6; 3 sessions in app 'com.mobilityware.CrazyEights', 409 ad_requests with mean bid_floor 20.9, 1 impressions of adomain 'dymatize.com' with mean price 7.0, 1 impressions of adomain 'logitech.com' with mean price 7.3; 36 sessions in app 'com.mobilityware.spider', 1948 ad_requests with mean bid_floor 19.3, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'productmadness.com' with mean price 1.9; 1 sessions in app 'com.vitastudio.mahjong', 18 ad_requests with mean bid_floor 17.1; 1 sessions in app 'e9a6edec8f6331cbbeec26e9d3aa0857', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 6.3; 67 sessions in app 'jigsaw.puzzle.game.banana', 3372 ad_requests with mean bid_floor 52.6, 2 impressions of adomain 'Umass.edu' with mean price 0.5, 1 impressions of adomain 'agdirect.com' with mean price 0.8, 4 impressions of adomain 'allergan.com' with mean price 0.2, 33 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'americangreetings.com' with mean price 0.7, 2 impressions of adomain 'americansenior.com' with mean price 0.6, 1 impressions of adomain 'aveeno.com' with mean price 0.1, 2 impressions of adomain 'baleaf.com' with mean price 0.3, 7 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bvu.edu' with mean price 0.1, 1 impressions of adomain 'ca.gov' with mean price 0.6, 1 impressions of adomain 'calchamber.com' with mean price 0.1, 75 impressions of adomain 'calhope.org' with mean price 0.2, 3 impressions of adomain 'campingworld.com' with mean price 0.2, 1 impressions of adomain 'carefieldliving.com' with mean price 2.9, 7 impressions of adomain 'centurycommunities.com' with mean price 0.6, 3 impressions of adomain 'chumbacasino.com' with mean price 0.2, 5 impressions of adomain 'colgate.com' with mean price 0.1, 2 impressions of adomain 'computershare.com' with mean price 0.6, 1 impressions of adomain 'crocs.com' with mean price 0.4, 2 impressions of adomain 'ctgclean.com' with mean price 0.8, 3 impressions of adomain 'dove.com' with mean price 0.2, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 2 impressions of adomain 'elfcosmetics.com' with mean price 0.4, 1 impressions of adomain 'elkay.com' with mean price 0.3, 1 impressions of adomain 'gardenoflife.com' with mean price 0.6, 2 impressions of adomain 'gelighting.com' with mean price 0.1, 1 impressions of adomain 'gillette.com' with mean price 0.3, 1 impressions of adomain 'google.com' with mean price 0.2, 3 impressions of adomain 'grandecosmetics.com' with mean price 0.4, 1 impressions of adomain 'greenmountaincoffee.com' with mean price 0.1, 2 impressions of adomain 'hillspet.com' with mean price 0.1, 2 impressions of adomain 'hondadealers.com' with mean price 0.3, 8 impressions of adomain 'hrblock.com' with mean price 0.3, 2 impressions of adomain 'icangotocollege.com' with mean price 0.6, 1 clicks of adomain 'icangotocollege.com', 10 impressions of adomain 'kaweahhealth.org' with mean price 0.7, 2 impressions of adomain 'king.com' with mean price 0.0, 5 impressions of adomain 'laroche-posay.us' with mean price 0.1, 1 impressions of adomain 'legxercise.com' with mean price 0.2, 1 impressions of adomain 'lexus.com' with mean price 0.1, 1 impressions of adomain 'libertymutual.com' with mean price 0.7, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'listerine.com' with mean price 0.3, 1 impressions of adomain 'lubriderm.com' with mean price 0.2, 4 impressions of adomain 'methodproducts.com' with mean price 0.2, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'mrsmeyers.com' with mean price 0.1, 2 impressions of adomain 'mwg.aaa.com' with mean price 0.3, 3 impressions of adomain 'neverabother.org' with mean price 0.5, 1 impressions of adomain 'newyorklife.com' with mean price 0.3, 1 impressions of adomain 'niveausa.com' with mean price 0.1, 2 impressions of adomain 'nordicnaturals.com' with mean price 0.4, 1 impressions of adomain 'nunezsaksoff5thsettlement.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 1 impressions of adomain 'olay.com' with mean price 0.5, 2 impressions of adomain 'operationsmile.org' with mean price 0.1, 6 impressions of adomain 'outdoyesterday.com' with mean price 0.4, 5 impressions of adomain 'owllabs.com' with mean price 0.3, 1 impressions of adomain 'parcelquest.com' with mean price 0.5, 2 impressions of adomain 'patagonia.com' with mean price 0.2, 4 impressions of adomain 'paycom.com' with mean price 0.2, 2 impressions of adomain 'refreshbrand.com' with mean price 0.3, 1 impressions of adomain 'rossier.usc.edu' with mean price 0.2, 1 impressions of adomain 'ruthcheathamfoundation.org' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.3, 32 impressions of adomain 'sce.com' with mean price 0.2, 1 impressions of adomain 'scholastic.com' with mean price 0.4, 3 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 1 clicks of adomain 'shoppersvoice.com,crucial.com', 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 7 impressions of adomain 'smartypantsvitamins.com' with mean price 0.2, 1 impressions of adomain 'sportsresearch.com' with mean price 0.5, 1 impressions of adomain 'steubenvilleconferences.com' with mean price 0.8, 5 impressions of adomain 'subaru.com' with mean price 0.2, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.4, 3 impressions of adomain 'thomaswelding.com' with mean price 0.9, 79 impressions of adomain 'titosvodka.com' with mean price 0.3, 49 impressions of adomain 'walmart.com' with mean price 0.8, 4 impressions of adomain 'weleda.com' with mean price 0.4, 1 impressions of adomain 'zavzpret.com' with mean price 0.1, 2 impressions of adomain 'zerowater.com' with mean price 0.6, 9 impressions of adomain 'zurn.com' with mean price 0.5; 3 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 49 ad_requests with mean bid_floor 8.9, 1 impressions of adomain 'centurycommunities.com' with mean price 0.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 680;channel is 'USA/I/bidmachine/com.bbumgames.rummystars/True/170';time_since_click_in_hours is 734;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.56491964982671;partition is 301;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b18af013-e233-4018-8123-f52423fdfb31;uuid is '0fcddd44-8d25-4d73-beb6-08f145ab5138';bid_timestamp is '2024-12-13 4:17:01';device_id is 'b18af013-e233-4018-8123-f52423fdfb31';biddate is '2024-12-13';country is 'USA';app is 'com.vitastudio.solitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 20;target_cpi is 2;campaign is 57577;creative_id is 229142;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 14.233807;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 0.29;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-13 04:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.calculate24.math.braintrain', 622 ad_requests with mean bid_floor 14.3; 3 sessions in app 'com.fenomen.redhoodf2p', 65 ad_requests with mean bid_floor 32.2; 5 sessions in app 'com.namewallpaper.smokepoint', 1244 ad_requests with mean bid_floor 15.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.vitastudio.solitaire/False/126';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.266380295763108;partition is 1130;segments is ['com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.vitastudio.solitaire_USA_80' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.vitastudio.solitaire_USA_1d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'bloom_com.vitastudio.solitaire_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '40e797cb-83cc-4110-9b7b-0fce5045b7f8;uuid is '52cefa72-f3f6-41d2-a754-70fc75dc16f0';bid_timestamp is '2024-12-20 23:21:47';device_id is '40e797cb-83cc-4110-9b7b-0fce5045b7f8';biddate is '2024-12-20';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.2267838549244;target_cpi is 5.22139848230134;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 188305 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.39;prior_theme_impressions_count is 4;prior_tag_clicks_count is 4 ;time_since_click is '188287';hour is '2024-12-20 23:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '6 sessions in app 'com.blackout.spades', 295 ad_requests with mean bid_floor 36.2; 3 sessions in app 'com.bonnie.trafficescape', 83 ad_requests with mean bid_floor 6.1; 2 sessions in app 'com.solitarie.card.regal.game', 20 ad_requests with mean bid_floor 4.3; 37 sessions in app 'com.tripledot.solitaire', 7883 ad_requests with mean bid_floor 7.3, 3 impressions of adomain 'alabamapower.com' with mean price 1.6, 1 impressions of adomain 'alenusa.com' with mean price 1.4, 2 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 1 impressions of adomain 'amazon.com' with mean price 0.0, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.6, 8 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bestbuy.com' with mean price 0.2, 2 impressions of adomain 'birminghamracecourse.com' with mean price 0.3, 4 impressions of adomain 'calvinklein.us' with mean price 0.0, 1 impressions of adomain 'carnival.com' with mean price 0.3, 1 impressions of adomain 'cityofhope.org' with mean price 0.6, 3 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'damprid.com' with mean price 0.7, 5 impressions of adomain 'depend.com' with mean price 0.3, 4 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'enhertu.com' with mean price 0.7, 1 impressions of adomain 'excedrin.com' with mean price 0.5, 7 impressions of adomain 'geico.com' with mean price 1.5, 2 impressions of adomain 'goodnes.com' with mean price 1.1, 3 impressions of adomain 'havertys.com' with mean price 0.5, 2 impressions of adomain 'highlevelsafeguard.com' with mean price 0.2, 1 impressions of adomain 'honest.com' with mean price 3.2, 11 impressions of adomain 'hulu.com' with mean price 1.0, 2 impressions of adomain 'ingrezza.com' with mean price 0.6, 1 impressions of adomain 'iottechnews.com' with mean price 0.0, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'lacteol.com' with mean price 0.0, 1 impressions of adomain 'livenation.com' with mean price 0.1, 2 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'lusbrands.com' with mean price 0.0, 3 impressions of adomain 'mazdausa.com' with mean price 1.5, 1 impressions of adomain 'mccormick.com' with mean price 0.4, 1 impressions of adomain 'merrell.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 1 impressions of adomain 'mooremaids.com' with mean price 0.6, 1 impressions of adomain 'mymax.com' with mean price 0.3, 3 impressions of adomain 'myshinytime.biz' with mean price 0.4, 6 impressions of adomain 'nexium24hr.com' with mean price 0.5, 2 impressions of adomain 'nutrafol.com' with mean price 0.0, 1 impressions of adomain 'olay.com' with mean price 0.7, 1 impressions of adomain 'oldspice.com' with mean price 0.8, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 8 impressions of adomain 'pandora.com' with mean price 0.0, 2 impressions of adomain 'paypal.com' with mean price 1.1, 1 impressions of adomain 'perdue.com' with mean price 0.3, 1 impressions of adomain 'pgpro.com' with mean price 0.6, 1 impressions of adomain 'philosophy.com' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.5, 1 impressions of adomain 'principal.com' with mean price 0.0, 2 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'pull-ups.com' with mean price 0.6, 1 impressions of adomain 'realtysouth.com' with mean price 0.1, 2 impressions of adomain 'russellcares.com' with mean price 0.4, 1 impressions of adomain 'samplesbuddy.com' with mean price 15.3, 3 impressions of adomain 'samsung.com' with mean price 0.3, 2 impressions of adomain 'secret.com' with mean price 0.4, 4 impressions of adomain 'sharecare.com' with mean price 0.5, 1 impressions of adomain 'siriusxm.com' with mean price 0.1, 1 impressions of adomain 'theraflu.com' with mean price 0.5, 1 impressions of adomain 'thesoutherngroup.com' with mean price 0.3, 1 impressions of adomain 'tiktok.com' with mean price 1.7, 2 impressions of adomain 'tovala.com' with mean price 1.0, 1 impressions of adomain 'trk.dateme.one' with mean price 0.1, 11 impressions of adomain 'tums.com' with mean price 0.5, 2 impressions of adomain 'ua.edu' with mean price 0.1, 1 impressions of adomain 'ulta.com' with mean price 1.0, 1 impressions of adomain 'verizon.com' with mean price 0.4, 26 impressions of adomain 'verizonwireless.com' with mean price 0.1, 5 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vrbo.com' with mean price 0.1, 3 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'www.solitairecardstudio.com' with mean price 0.1, 3 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'yourasecu.com' with mean price 0.3; 2 sessions in app 'com.tripledot.woodoku', 18 ad_requests with mean bid_floor 4.4; 1 sessions in app 'com.xiyou.puzzle.card.solitaire.classic', 1 ad_requests with mean bid_floor 146.7; 4 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 9.4; 12 sessions in app 'linkdesks.classic.solitaire.klondike', 46 ad_requests with mean bid_floor 61.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 52;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 52;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.781635905818441;partition is 3450;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '0adca2e7-8a42-4a5b-9ff7-b718f0066ce9;uuid is '1efc143b-f768-4963-a8c4-eedc2ea211fb';bid_timestamp is '2025-01-09 16:31:45';device_id is '0adca2e7-8a42-4a5b-9ff7-b718f0066ce9';biddate is '2025-01-09';country is 'USA';app is 'com.mobilityware.solitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 18.97024;target_cpi is 2.56232369742637;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 18.96024 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 4 ;time_since_impression is 8864887 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 2.32;prior_theme_impressions_count is 4;prior_tag_clicks_count is 2 ;time_since_click is '8864882';hour is '2025-01-09 16:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.blackout.spades', 32 ad_requests with mean bid_floor 30.6; 4 sessions in app 'com.cashwalklabs.cashwalk', 30 ad_requests with mean bid_floor 1.2; 3 sessions in app 'com.mobilityware.solitaire', 324 ad_requests with mean bid_floor 11.0, 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 3.2; 1 sessions in app 'com.playvalve.ballsort', 74 ad_requests with mean bid_floor 92.0; 19 sessions in app 'com.playvalve.spades', 2032 ad_requests with mean bid_floor 102.7, 1 impressions of adomain 'bp.com' with mean price 0.7, 1 impressions of adomain 'groundtruth.com' with mean price 1.1; 24 sessions in app 'com.pogotech.pogocash', 45 ad_requests with mean bid_floor 4.8; 24 sessions in app 'com.tatem.ball.sort.puzzle', 1023 ad_requests with mean bid_floor 11.2, 1 clicks of adomain 'newpub.co', 5 clicks of adomain 'zynga.com', 8 impressions of adomain 'zynga.com' with mean price 3.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 2462;channel is 'USA/I/bidmachine/com.mobilityware.solitaire/False/192';time_since_click_in_hours is 2462;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.226984741459584;partition is 718;segments is ['com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7e975633-bf14-4ac9-975d-40a9281adf80;uuid is '027e90f1-bf7e-4bd0-b1ea-90be1f822fd2';bid_timestamp is '2024-12-29 18:23:54';device_id is '7e975633-bf14-4ac9-975d-40a9281adf80';biddate is '2024-12-29';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 11.94138;target_cpi is 2.03221936128601;campaign is 57724;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 11.93138 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 1275274 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.33;prior_theme_impressions_count is 5;prior_tag_clicks_count is 6 ;time_since_click is '1275249';hour is '2024-12-29 18:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '14 sessions in app 'com.blackout.spades', 1797 ad_requests with mean bid_floor 28.4, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'checkout51.com' with mean price 0.3, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'dnamobileapps.com' with mean price 10.5; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 10.6; 9 sessions in app 'com.dna.solitaireapp', 177 ad_requests with mean bid_floor 84.9, 1 impressions of adomain 'amazon.com' with mean price 0.4; 24 sessions in app 'com.fiogonia.euchre', 481 ad_requests with mean bid_floor 26.8; 30 sessions in app 'com.hypgames.ultimategolf', 420 ad_requests with mean bid_floor 3.0; 27 sessions in app 'com.mintgames.jack.solitaire', 76 ad_requests with mean bid_floor 31.7; 16 sessions in app 'com.mobilityware.GinRummySolitaire', 1227 ad_requests with mean bid_floor 18.4, 1 impressions of adomain 'apero.global' with mean price 3.0, 1 impressions of adomain 'bestbuy.com' with mean price 4.9, 2 impressions of adomain 'cactus-bp.com' with mean price 2.3, 1 impressions of adomain 'columbusspeech.org' with mean price 1.4, 1 clicks of adomain 'dnamobileapps.com', 1 impressions of adomain 'dnamobileapps.com' with mean price 6.9, 1 impressions of adomain 'flixchatter.net' with mean price 0.2, 4 impressions of adomain 'healthprimal.com' with mean price 5.6, 1 impressions of adomain 'hot7sweeps.com' with mean price 2.9, 1 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'iottechnews.com' with mean price 0.2, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 2.4, 1 impressions of adomain 'newpub.co/spades' with mean price 2.8, 1 clicks of adomain 'vc32cccaa.app-ads-txt.com', 1 impressions of adomain 'vc32cccaa.app-ads-txt.com' with mean price 3.3, 1 impressions of adomain 'weather.com' with mean price 2.4, 1 clicks of adomain 'weather.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 1.9; 18 sessions in app 'com.mobilityware.Hearts', 1403 ad_requests with mean bid_floor 16.0, 7 clicks of adomain 'amazon.com', 23 impressions of adomain 'amazon.com' with mean price 5.2, 1 impressions of adomain 'boombeauty.com' with mean price 5.7, 1 impressions of adomain 'brother-usa.com' with mean price 2.9, 3 impressions of adomain 'fiverr.com' with mean price 5.8, 1 impressions of adomain 'milanicosmetics.com' with mean price 5.2, 2 impressions of adomain 'tiktok.com' with mean price 4.7; 1 sessions in app 'com.scopely.yux', 2 ad_requests with mean bid_floor 5.8; 1 sessions in app 'com.tangramgames.gourddoll.wordcrush', 198 ad_requests with mean bid_floor 10.1; 2 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 10.7; 1 sessions in app 'in.playsimple.wordsearch', 4 ad_requests with mean bid_floor 9.8; 4 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 11.4; 12 sessions in app 'math.puzzle.games.crossmath.number.puzzles.free', 134 ad_requests with mean bid_floor 5.1, 12 impressions of adomain 'amazon.com' with mean price 0.4, 2 impressions of adomain 'dove.com' with mean price 0.3, 1 impressions of adomain 'fertilityoutloud.com' with mean price 2.5, 1 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'medmutual.com' with mean price 0.1, 2 impressions of adomain 'meiomi.com' with mean price 0.2, 6 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'newspapers.com' with mean price 0.4, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'secret.com' with mean price 0.4, 1 impressions of adomain 'sexyhair.com' with mean price 0.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 354;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 354;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.78368765639307;partition is 3170;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'faef2ea6-bd8e-45b6-812a-fd28319e205a;uuid is '9fbf3a53-7670-453b-aae5-6cfffe636e1c';bid_timestamp is '2025-01-02 0:00:57';device_id is 'faef2ea6-bd8e-45b6-812a-fd28319e205a';biddate is '2025-01-02';country is 'USA';app is 'hh.rr.heart.rate';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.38926085429464;target_cpi is 2;campaign is 57737;creative_id is 228773;session_duration is 500 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 177868 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.81;prior_theme_impressions_count is 6;prior_tag_clicks_count is 4 ;time_since_click is '607241';hour is '2025-01-02 00:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '1 sessions in app '706d291c0b424a05249ad7aa81f13298', 0 ad_requests with mean bid_floor 0.0; 5 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 9 ad_requests with mean bid_floor 0.3; 38 sessions in app 'classic.card.solitaire.pgmaker', 233 ad_requests with mean bid_floor 15.9, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.5, 1 impressions of adomain 'solitairecash.com' with mean price 0.7, 1 impressions of adomain 'tylenol.com' with mean price 0.6; 1 sessions in app 'com.LoopGames.Yatzy', 3 ad_requests with mean bid_floor 1.2; 2 sessions in app 'com.balloon.triple.match.master3d.game', 17 ad_requests with mean bid_floor 7.3; 112 sessions in app 'com.bigcake.android.solitairedaily', 2377 ad_requests with mean bid_floor 7.3, 1 impressions of adomain 'almedia.co' with mean price 26.4, 13 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'cslplasma.com' with mean price 1.1, 2 impressions of adomain 'icyhot.com' with mean price 1.5, 1 impressions of adomain 'learnings.ai' with mean price 35.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.5, 5 impressions of adomain 'locumstory.com' with mean price 1.2, 1 impressions of adomain 'marcus.com' with mean price 0.6, 1 impressions of adomain 'myfitnesspal.com' with mean price 0.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.4, 1 impressions of adomain 'prestigebrands.com' with mean price 0.5, 2 impressions of adomain 'qutenza.com' with mean price 1.1, 1 impressions of adomain 'refreshbrand.com' with mean price 0.7, 1 clicks of adomain 'refreshbrand.com', 1 impressions of adomain 'solitairecash.com' with mean price 1.3, 1 impressions of adomain 'tempursealy.com' with mean price 0.6, 7 impressions of adomain 'walgreens.com' with mean price 0.6, 2 impressions of adomain 'weatherbyhealthcare.com' with mean price 1.1; 10 sessions in app 'com.blackout.bubble', 76 ad_requests with mean bid_floor 3.2; 8 sessions in app 'com.blackout.match3', 64 ad_requests with mean bid_floor 2.6; 5 sessions in app 'com.blocky.quest', 36 ad_requests with mean bid_floor 133.5; 1 sessions in app 'com.bubblepop.cannon.puzzle', 9 ad_requests with mean bid_floor 25.3; 4 sessions in app 'com.bubbleshooter.bubblepopstar', 60 ad_requests with mean bid_floor 4.2; 2 sessions in app 'com.clarkstudio.an.gs3d', 18 ad_requests with mean bid_floor 3.8; 10 sessions in app 'com.crazylabs.hex.nine', 55 ad_requests with mean bid_floor 6.5; 2 sessions in app 'com.fiogonia.dominoes', 28 ad_requests with mean bid_floor 52.4; 10 sessions in app 'com.fiogonia.euchre', 38 ad_requests with mean bid_floor 20.0; 12 sessions in app 'com.fiogonia.solitaire', 39 ad_requests with mean bid_floor 4.1; 2 sessions in app 'com.fugo.solitaire.tripeaks', 8 ad_requests with mean bid_floor 57.5; 6 sessions in app 'com.funzilla.triple.goods', 52 ad_requests with mean bid_floor 2.8; 2 sessions in app 'com.gamovation.triplemahjong', 6 ad_requests with mean bid_floor 43.1; 1 sessions in app 'com.grandegames.slots.dafu.casino', 5 ad_requests with mean bid_floor 175.4; 1 sessions in app 'com.hap.py.android.fastmoving', 131 ad_requests with mean bid_floor 11.0; 7 sessions in app 'com.hyilmaz.spades', 18 ad_requests with mean bid_floor 5.5; 2 sessions in app 'com.kidultlovin.royalsolitaire', 28 ad_requests with mean bid_floor 70.6; 1 sessions in app 'com.mahjong.pyramid.catnap.gp', 2 ad_requests with mean bid_floor 19.8; 1 sessions in app 'com.marketer.greenpass', 12 ad_requests with mean bid_floor 0.2; 1 sessions in app 'com.mintgames.ace.solitaire', 7 ad_requests with mean bid_floor 1.5; 4 sessions in app 'com.mintgames.jigsawmaster', 12 ad_requests with mean bid_floor 5.5; 11 sessions in app 'com.mobilityware.CrownSolitaire', 219 ad_requests with mean bid_floor 14.0, 6 impressions of adomain 'bk.com' with mean price 0.9, 1 impressions of adomain 'play.moheganpacasino.com' with mean price 6.9; 3 sessions in app 'com.mobilityware.MahjongSolitaire', 61 ad_requests with mean bid_floor 15.0; 4 sessions in app 'com.mobilityware.freecell', 89 ad_requests with mean bid_floor 13.1; 30 sessions in app 'com.mobilityware.solitaire', 901 ad_requests with mean bid_floor 14.6, 9 impressions of adomain 'bk.com' with mean price 1.2, 2 impressions of adomain 'play.moheganpacasino.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'solitairecash.com' with mean price 0.6; 6 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 57 ad_requests with mean bid_floor 3.7; 3 sessions in app 'com.opgames.mahjongtile.gp', 21 ad_requests with mean bid_floor 4.1; 33 sessions in app 'com.otium.solitaire.classic.card.game', 670 ad_requests with mean bid_floor 55.9; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.9; 3 sessions in app 'com.playvalve.solitaire', 192 ad_requests with mean bid_floor 137.9; 1 sessions in app 'com.rainbowgames.solitaire2018', 11 ad_requests with mean bid_floor 71.8; 2 sessions in app 'com.sandiri.teknologi.dweffasd', 87 ad_requests with mean bid_floor 5.8; 16 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 157 ad_requests with mean bid_floor 3.8; 6 sessions in app 'com.solitaire.blast.puzzle', 363 ad_requests with mean bid_floor 123.9; 63 sessions in app 'com.solitaire.card', 342 ad_requests with mean bid_floor 17.1, 2 impressions of adomain 'brotherlybudnj.com' with mean price 1.5, 1 impressions of adomain 'wayne.bank' with mean price 1.4; 2 sessions in app 'com.solitaire.jianhuan.card', 21 ad_requests with mean bid_floor 1.8; 16 sessions in app 'com.solitaire.klondike.patience.ocean.aquarium', 268 ad_requests with mean bid_floor 7.0, 1 impressions of adomain 'casino.draftkings.com' with mean price 0.3; 1 sessions in app 'com.starfun.goods.sort.triple.match', 3 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.starmakingfun.colorblock', 22 ad_requests with mean bid_floor 4.0; 21 sessions in app 'com.tripledot.blackjack', 172 ad_requests with mean bid_floor 9.0; 2 sessions in app 'com.tripledot.blockbash', 13 ad_requests with mean bid_floor 16.4; 69 sessions in app 'com.tripledot.solitaire', 6636 ad_requests with mean bid_floor 8.1, 2 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'alignprobiotics.com' with mean price 0.5, 21 impressions of adomain 'almedia.co' with mean price 0.3, 1 clicks of adomain 'amazon.com', 7 impressions of adomain 'amazon.com' with mean price 0.0, 2 impressions of adomain 'beiersdorf.com' with mean price 0.6, 6 impressions of adomain 'betrivers.com' with mean price 0.1, 1 impressions of adomain 'cafesantodomingo.us' with mean price 0.3, 1 impressions of adomain 'cash.app' with mean price 0.1, 8 impressions of adomain 'coca-cola.com' with mean price 1.1, 1 impressions of adomain 'cricut.com' with mean price 1.5, 1 impressions of adomain 'cvs.com' with mean price 1.0, 2 impressions of adomain 'depend.com' with mean price 0.0, 2 impressions of adomain 'eastfalls.jefferson.edu' with mean price 0.6, 3 impressions of adomain 'excedrin.com' with mean price 0.6, 1 impressions of adomain 'fibrygausa.com' with mean price 0.3, 5 impressions of adomain 'geico.com' with mean price 1.5, 1 impressions of adomain 'gerhardsappliance.com' with mean price 0.6, 2 impressions of adomain 'hhs.gov' with mean price 1.1, 1 impressions of adomain 'huggies.com' with mean price 0.5, 3 impressions of adomain 'kellanova.com' with mean price 0.6, 1 impressions of adomain 'kiawarrington.com' with mean price 0.3, 1 impressions of adomain 'lexusofcherryhill.com' with mean price 0.4, 1 impressions of adomain 'mazdausa.com' with mean price 0.9, 16 impressions of adomain 'mccormick.com' with mean price 0.4, 2 impressions of adomain 'myfitnesspal.com' with mean price 1.2, 1 impressions of adomain 'nclhltd.com' with mean price 2.3, 4 impressions of adomain 'nexium24hr.com' with mean price 0.6, 1 impressions of adomain 'numerator.com' with mean price 0.1, 1 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oralb.com' with mean price 1.3, 1 impressions of adomain 'paypal.com' with mean price 1.0, 1 impressions of adomain 'pepto-bismol.com' with mean price 0.7, 2 impressions of adomain 'perdue.com' with mean price 0.8, 3 impressions of adomain 'prilosecotc.com' with mean price 1.0, 2 impressions of adomain 'pull-ups.com' with mean price 0.5, 1 impressions of adomain 'robitussin.com' with mean price 0.6, 5 impressions of adomain 'samsclub.com' with mean price 0.8, 1 clicks of adomain 'samsclub.com', 8 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scottbrand.com' with mean price 0.0, 9 impressions of adomain 'shoppersvoice.com' with mean price 0.9, 5 impressions of adomain 'solitairecash.com' with mean price 0.6, 2 impressions of adomain 'starbucks.com' with mean price 0.0, 2 impressions of adomain 'starfire.com' with mean price 0.5, 1 impressions of adomain 'subaru.com' with mean price 0.5, 1 impressions of adomain 'tempursealy.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.1, 1 impressions of adomain 'torkusa.com' with mean price 0.0, 4 impressions of adomain 'tums.com' with mean price 0.5, 2 impressions of adomain 'ulta.com' with mean price 0.3, 1 impressions of adomain 'verizonwireless.com' with mean price 0.1, 1 impressions of adomain 'vicks.com' with mean price 0.4, 2 impressions of adomain 'voltarengel.com' with mean price 0.6, 11 impressions of adomain 'walgreens.com' with mean price 0.6, 4 impressions of adomain 'wawa.com' with mean price 0.4; 4 sessions in app 'com.tripledot.triple.tile.match.pair.game.three.master.object', 60 ad_requests with mean bid_floor 11.2; 3 sessions in app 'com.tripledot.woodoku', 13 ad_requests with mean bid_floor 4.0; 23 sessions in app 'com.vitastudio.spider', 216 ad_requests with mean bid_floor 29.8; 2 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 22 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.yoogalabgaming.puzzle.sort.ball', 5 ad_requests with mean bid_floor 0.0; 5 sessions in app 'com.yoogalabgaming.puzzle.wordsearch', 39 ad_requests with mean bid_floor 2.2; 2 sessions in app 'com.zd.watersort', 7 ad_requests with mean bid_floor 4.9; 5 sessions in app 'games.conifer.card.spider.solitaire.free', 16 ad_requests with mean bid_floor 8.5; 6 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 51 ad_requests with mean bid_floor 5.3, 1 impressions of adomain 'tezspire.com' with mean price 2.5; 1 sessions in app 'in.playsimple.tripcross', 3 ad_requests with mean bid_floor 5.0; 2 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 8.1; 6 sessions in app 'in.playsimple.wordtrip', 21 ad_requests with mean bid_floor 16.8; 3 sessions in app 'jigsaw.puzzle.game.banana', 22 ad_requests with mean bid_floor 19.0; 3 sessions in app 'mahjong.solitaire.free.senior.puzzle.games', 32 ad_requests with mean bid_floor 3.5; 1 sessions in app 'mahjongsolitaire.mahjong.solitaire.tile.pair.match', 6 ad_requests with mean bid_floor 13.3; 3 sessions in app 'net.ibexsolutions.venus', 17 ad_requests with mean bid_floor 9.4; 1 sessions in app 'net.uploss.water_app', 8 ad_requests with mean bid_floor 4.4; 1 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1 ad_requests with mean bid_floor 4.6; 98 sessions in app 'solitaire.card.classic.bgames', 963 ad_requests with mean bid_floor 21.0, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 36.9, 8 impressions of adomain 'amazon.com' with mean price 0.5, 2 impressions of adomain 'delottery.com' with mean price 1.1, 1 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.9, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 8 impressions of adomain 'locumstory.com' with mean price 1.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.6, 1 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 1.2, 2 impressions of adomain 'solitairecash.com' with mean price 0.6, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 1 impressions of adomain 'starfire.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 clicks of adomain 'www.niuaigo.com', 1 impressions of adomain 'www.niuaigo.com' with mean price 45.4, 3 impressions of adomain 'www.solitairecardstudio.com' with mean price 35.4, 3 clicks of adomain 'www.solitairecardstudio.com', 1 impressions of adomain 'www2.wakefern.com' with mean price 1.6; 93 sessions in app 'solitaire.card.free.plus', 933 ad_requests with mean bid_floor 11.4, 20 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'discovermoab.com' with mean price 0.7, 1 impressions of adomain 'go.com' with mean price 0.8, 1 impressions of adomain 'goodnites.com' with mean price 0.8, 1 impressions of adomain 'intuit.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.5, 6 impressions of adomain 'locumstory.com' with mean price 1.7, 2 impressions of adomain 'nutrafol.com' with mean price 0.5, 3 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'ozempic.com' with mean price 1.2, 1 impressions of adomain 'papaya.com' with mean price 0.4, 1 impressions of adomain 'play.moheganpacasino.com' with mean price 0.9, 1 impressions of adomain 'samsung.com' with mean price 1.5, 1 impressions of adomain 'schwarzkopf.com' with mean price 0.4, 3 impressions of adomain 'solitairecash.com' with mean price 0.7, 2 impressions of adomain 'tempursealy.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 138 sessions in app 'solitaire.classic.hungrystudio.free.klondike.card.patience', 924 ad_requests with mean bid_floor 68.6; 40 sessions in app 'solitaire.collection.klondike.card.games.free.game', 391 ad_requests with mean bid_floor 4.7, 1 impressions of adomain 'airproducts.com' with mean price 0.7, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'tempursealy.com' with mean price 0.3, 2 impressions of adomain 'wawa.com' with mean price 0.3; 5 sessions in app 'spider.solitaire.card.bgames', 24 ad_requests with mean bid_floor 10.0; 3 sessions in app 'traffic.car.jam.escape.parking.puzzle.race', 26 ad_requests with mean bid_floor 3.2; 2 sessions in app 'traffic.parking.jam.escape.car3d.games', 19 ad_requests with mean bid_floor 8.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 49;channel is 'USA/V/applovin/hh.rr.heart.rate/False/117';time_since_click_in_hours is 169;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.391245762134532;partition is 3210;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_once_winNormalLevel_20)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_100k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2mln' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'bloom_com.easyfun.solitaire_USA_95' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'easy.sudoku.puzzle.solver.free_apps_embeddings_similarity' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '8c117378-712e-4d4d-a8e1-a046ba1fb17c;uuid is '31f80653-7aad-4a54-9832-71e1c0df68b4';bid_timestamp is '2025-02-07 17:56:57';device_id is '8c117378-712e-4d4d-a8e1-a046ba1fb17c';biddate is '2025-02-07';country is 'USA';app is 'pch.apps.pchsweeps';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 1261 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.257627;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '98 sessions in app 'com.pch.pchworld', 360 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 10.0; 12 sessions in app 'com.wood.bolt.wordle.screw.nuts.puzzle', 715 ad_requests with mean bid_floor 4.0, 23 impressions of adomain 'adidas.com' with mean price 0.1, 30 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'crypto.com' with mean price 0.0, 2 impressions of adomain 'depend.com' with mean price 0.2, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'dolesunshine.com' with mean price 0.0, 1 impressions of adomain 'dollartree.com' with mean price 0.1, 3 impressions of adomain 'g128store.com' with mean price 0.5, 3 impressions of adomain 'haleon.com' with mean price 0.3, 1 clicks of adomain 'lyft.com', 1 impressions of adomain 'lyft.com' with mean price 5.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'samsung.com' with mean price 0.8, 2 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'siriusxm.com' with mean price 0.0, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'temu.com' with mean price 0.1, 1 impressions of adomain 'tiktok.com' with mean price 1.3, 1 impressions of adomain 'usoncology.com' with mean price 0.5; 4 sessions in app 'in.playsimple.wordtrip', 8 ad_requests with mean bid_floor 11.2; 1 sessions in app 'jp.co.goodroid.hyper.nutsandboltssort', 32 ad_requests with mean bid_floor 0.0, 21 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'coca-cola.com' with mean price 0.2; 113 sessions in app 'pch.apps.pchsweeps', 1388 ad_requests with mean bid_floor 0.1; 3 sessions in app 'water.sort.puzzle.color.sorting.games', 129 ad_requests with mean bid_floor 32.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/pch.apps.pchsweeps/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.712583402531918;partition is 3210;segments is ['com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '469689f5-f764-42df-a1b5-7c9314704ef2;uuid is '22095e6a-c667-4108-830e-9efb4fe54d9d';bid_timestamp is '2025-01-06 22:56:50';device_id is '469689f5-f764-42df-a1b5-7c9314704ef2';biddate is '2025-01-06';country is 'USA';app is 'com.king.candycrushsaga';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'unity sdk';raw_price is 1.24905975247838;target_cpi is 1.09112227965673;campaign is 57724;creative_id is 229286;session_duration is 395 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'ie';bid_floor is 1.0706 ;min_floor is 1.0706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 12 ;time_since_impression is 12687111 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.8;prior_theme_impressions_count is 12;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-06 22:00:00+00:00';day_of_week is '0';os_version is 12;user_behavior_stats_in_past is '15 sessions in app 'com.enflick.android.TextNow', 21 ad_requests with mean bid_floor 44.0; 1 sessions in app 'com.fiogonia.spades', 4 ad_requests with mean bid_floor 5.7; 5 sessions in app 'com.handmark.expressweather', 21 ad_requests with mean bid_floor 61.7; 1 sessions in app 'com.kidultlovin.royalsolitaire', 2 ad_requests with mean bid_floor 9.4; 62 sessions in app 'com.king.candycrushsaga', 1568 ad_requests with mean bid_floor 4.5; 2 sessions in app 'com.peoplefun.wordcross', 14 ad_requests with mean bid_floor 6.4; 2 sessions in app 'com.tripledot.woodoku', 34 ad_requests with mean bid_floor 3.8; 2 sessions in app 'jigsaw.puzzle.color.master.paint.classical.hd.funny', 16 ad_requests with mean bid_floor 2.1, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 2 impressions of adomain 'homes.com' with mean price 0.2; 1 sessions in app 'kidultlovin.word.zen', 2 ad_requests with mean bid_floor 3.2; 17 sessions in app 'net.peakgames.ginrummyplus', 237 ad_requests with mean bid_floor 27.4, 1 clicks of adomain 'playtika.com', 1 impressions of adomain 'playtika.com' with mean price 22.4; 32 sessions in app 'net.peakgames.mobile.spades.android', 1134 ad_requests with mean bid_floor 27.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3524;channel is 'USA/I/unity sdk/com.king.candycrushsaga/True/113';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.70538375266243;partition is 3524;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2M' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.enflick.android.TextNow_Android_CPA(session_start)_abdoul_V3_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b3fce678-7868-43eb-9d4b-9a4f9b55690f;uuid is 'c611d4f1-84a0-4cfb-877b-537269a9ae24';bid_timestamp is '2025-01-25 1:33:26';device_id is 'b3fce678-7868-43eb-9d4b-9a4f9b55690f';biddate is '2025-01-25';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.99999999999999;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is ;placement_historical_value is 3.03216;third_party_bid_price is ;prior_tag_impressions_count is 18 ;time_since_impression is 124975 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 18;prior_tag_clicks_count is 4 ;time_since_click is '3484374';hour is '2025-01-25 01:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '86 sessions in app 'com.blackout.spades', 39252 ad_requests with mean bid_floor 26.2, 29 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'applebees.com' with mean price 0.4, 11 impressions of adomain 'att.com' with mean price 0.6, 57 impressions of adomain 'betterment.com' with mean price 0.4, 2 impressions of adomain 'carolina.com' with mean price 0.3, 9 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'entyvio.com' with mean price 0.4, 1 impressions of adomain 'epicor.com' with mean price 0.6, 2 impressions of adomain 'fisglobal.com' with mean price 0.5, 3 impressions of adomain 'frostbank.com' with mean price 0.4, 2 impressions of adomain 'google.com' with mean price 0.4, 2 impressions of adomain 'handsoffmyrewards.com' with mean price 0.7, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.1, 1 impressions of adomain 'honest.com' with mean price 4.1, 3 impressions of adomain 'instagram.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 1.7, 1 impressions of adomain 'manningchildrens.org' with mean price 0.4, 1 impressions of adomain 'mcdonalds.com' with mean price 0.5, 4 impressions of adomain 'mrelectriccentraltx.com' with mean price 0.5, 4 impressions of adomain 'newpub.co' with mean price 2.5, 10 impressions of adomain 'newpub.co/spades' with mean price 3.6, 5 impressions of adomain 'nutrafol.com' with mean price 0.4, 2 impressions of adomain 'orgain.com' with mean price 0.4, 3 impressions of adomain 'premierprotein.com' with mean price 3.7, 5 impressions of adomain 'roomstogo.com' with mean price 0.4, 1 impressions of adomain 'samhsa.gov' with mean price 0.4, 3 impressions of adomain 'samsung.com' with mean price 1.4, 1 impressions of adomain 'sourpatchkids.com' with mean price 0.4, 1 impressions of adomain 'southwest.com' with mean price 0.4, 1 impressions of adomain 'stvt.edu' with mean price 0.5, 2 impressions of adomain 'tempursealy.com' with mean price 3.7, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.block.blast.free.cube.puzzle.game', 2 ad_requests with mean bid_floor 5.1; 13 sessions in app 'com.breakingnewsbrief.app', 25 ad_requests with mean bid_floor 1.5; 1 sessions in app 'com.gamovation.tileclub', 4 ad_requests with mean bid_floor 3.9; 83 sessions in app 'com.miraculous.wallpapers.fatepo', 4292 ad_requests with mean bid_floor 13.7; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 6.6; 84 sessions in app 'com.tripledot.solitaire', 5142 ad_requests with mean bid_floor 15.9; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.7; 1 sessions in app 'in.crossy.daily_crossword', 1 ad_requests with mean bid_floor 10.4; 4 sessions in app 'in.playsimple.wordtrip', 45 ad_requests with mean bid_floor 18.6; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 8.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 34;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 968;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.246423186692195;partition is 3890;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '0528439d-98ba-449b-b1fb-9d792c041635;uuid is 'f8acdfc5-603a-445a-94bd-9a3ae4f48f6d';bid_timestamp is '2025-01-11 3:26:33';device_id is '0528439d-98ba-449b-b1fb-9d792c041635';biddate is '2025-01-11';country is 'USA';app is 'com.vitastudio.mahjong';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.6063721479457;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Learnings.ai';seller_id is 126;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 3976 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 2.92;prior_theme_impressions_count is 8;prior_tag_clicks_count is 2 ;time_since_click is '96000';hour is '2025-01-11 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'block.puzzle.special.secret.game', 8 ad_requests with mean bid_floor 2.0; 27 sessions in app 'com.americasbestpics', 30 ad_requests with mean bid_floor 1.2; 7 sessions in app 'com.billiards.shooting.ball.pool', 134 ad_requests with mean bid_floor 11.1; 15 sessions in app 'com.blackout.spades', 1903 ad_requests with mean bid_floor 27.6, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'buyatoyota.com' with mean price 0.8, 2 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 2 impressions of adomain 'kelloggs.com' with mean price 2.4, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 15.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 2 impressions of adomain 'pentlyconger.com' with mean price 0.4, 2 impressions of adomain 'strivectin.com' with mean price 0.5; 1 sessions in app 'com.peoplefun.wordcross', 12 ad_requests with mean bid_floor 6.3; 1 sessions in app 'com.pranksound.funysound', 3 ad_requests with mean bid_floor 5.9; 8 sessions in app 'com.staplegames.blocksClassicSGGP', 31 ad_requests with mean bid_floor 29.7; 1 sessions in app 'com.tripledot.solitaire', 1 ad_requests with mean bid_floor 2.7; 1 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 4.9; 33 sessions in app 'com.vitastudio.mahjong', 1331 ad_requests with mean bid_floor 41.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 4 impressions of adomain 'amazon.com' with mean price 0.2, 7 impressions of adomain 'arizonalottery.com' with mean price 0.2, 6 impressions of adomain 'bannerhealth.com' with mean price 0.2, 2 impressions of adomain 'beiersdorf.com' with mean price 0.4, 2 impressions of adomain 'bestnutrainc.com' with mean price 10.6, 1 impressions of adomain 'carando.com' with mean price 0.1, 1 impressions of adomain 'carnival.com' with mean price 0.6, 2 impressions of adomain 'desertmuseum.org' with mean price 1.8, 4 impressions of adomain 'dnb.com' with mean price 0.1, 1 impressions of adomain 'dramamine.com' with mean price 0.2, 3 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 4 impressions of adomain 'em.honda.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 0.1, 2 impressions of adomain 'hhs.gov' with mean price 0.1, 2 impressions of adomain 'high5casino.com' with mean price 0.2, 4 impressions of adomain 'huggies.com' with mean price 0.1, 4 impressions of adomain 'hulu.com' with mean price 0.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'jmironworks.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'kikkomanusa.com' with mean price 0.1, 2 impressions of adomain 'kold.com' with mean price 0.1, 2 impressions of adomain 'kretschmardeli.com' with mean price 0.1, 1 impressions of adomain 'lacteol.com' with mean price 0.1, 2 impressions of adomain 'legoland.com' with mean price 1.1, 1 impressions of adomain 'markanthonyintl.com' with mean price 0.1, 1 impressions of adomain 'mcdonalds.com' with mean price 0.1, 9 impressions of adomain 'nestle-watersna.com' with mean price 0.2, 10 impressions of adomain 'newpub.co/spades' with mean price 10.8, 10 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 2 impressions of adomain 'nybakery.com' with mean price 0.2, 1 impressions of adomain 'papamurphys.com' with mean price 0.3, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 20 impressions of adomain 'paxlovid.com' with mean price 0.7, 1 impressions of adomain 'pluto.tv' with mean price 4.5, 3 impressions of adomain 'pmi.edu' with mean price 0.8, 3 impressions of adomain 'polivy.com' with mean price 0.2, 1 impressions of adomain 'proof-advertising.com' with mean price 0.1, 3 impressions of adomain 'qbuickgmc.com' with mean price 0.2, 1 impressions of adomain 'renfestinfo.com' with mean price 0.5, 1 impressions of adomain 'rtanext.com' with mean price 2.1, 1 impressions of adomain 'sfdbrands.com' with mean price 0.1, 1 impressions of adomain 'sherwin-williams.com' with mean price 0.2, 2 impressions of adomain 'sling.com' with mean price 0.1, 1 impressions of adomain 'strivectin.com' with mean price 0.1, 20 impressions of adomain 'tmcaz.com' with mean price 0.2, 2 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'weather.com' with mean price 0.1, 2 impressions of adomain 'welloflife.com' with mean price 6.9; 1 sessions in app 'in.crossy.daily_crossword', 2 ad_requests with mean bid_floor 33.5; 1 sessions in app 'in.playsimple.tripcross', 1 ad_requests with mean bid_floor 3.4; 2 sessions in app 'in.playsimple.wordtrip', 10 ad_requests with mean bid_floor 15.9; 36 sessions in app 'od_13326', 0 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.vitastudio.mahjong/False/126';time_since_click_in_hours is 27;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0987748087040968;partition is 2774;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'BM_Clicks_Spades_1523297725_iOS_USA' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '6ff6b98b-931e-420f-97df-a25f881ec19f;uuid is 'd4d99290-4e7c-4d9c-98f0-267f184a82a5';bid_timestamp is '2024-12-27 11:27:39';device_id is '6ff6b98b-931e-420f-97df-a25f881ec19f';biddate is '2024-12-27';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 7.14356999999999;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 7.13357 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 10 ;time_since_impression is 34863235 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.92;prior_theme_impressions_count is 10;prior_tag_clicks_count is 1 ;time_since_click is '34863167';hour is '2024-12-27 11:00:00+00:00';day_of_week is '4';os_version is 9;user_behavior_stats_in_past is '66 sessions in app 'com.mobilityware.GinRummySolitaire', 4612 ad_requests with mean bid_floor 12.7, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'lucidmotors.com' with mean price 2.2, 1 impressions of adomain 'nationalcar.com' with mean price 3.3, 4 impressions of adomain 'productmadness.com' with mean price 0.1, 22 impressions of adomain 'spectrum.com' with mean price 3.7, 1 impressions of adomain 'texas.gov' with mean price 1.0, 1 clicks of adomain 'tubitv.com', 3 impressions of adomain 'tubitv.com' with mean price 2.3, 1 impressions of adomain 'ulta.com' with mean price 4.1, 1 impressions of adomain 'visitkilleen.com' with mean price 0.4, 1 clicks of adomain 'wisewaveltd.com', 1 impressions of adomain 'wisewaveltd.com' with mean price 2.1, 7 impressions of adomain 'wooga.com' with mean price 0.5, 1 impressions of adomain 'www.libertytax.com' with mean price 0.1; 3 sessions in app 'com.mobilityware.Spades', 396 ad_requests with mean bid_floor 10.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 9684;channel is 'USA/I/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 9684;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.493442275255277;partition is 230;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'ec238cbf-be06-4341-9a0f-b04be344cf37;uuid is '19a233a3-6720-4366-9318-ce978b5e281a';bid_timestamp is '2024-12-14 12:42:58';device_id is 'ec238cbf-be06-4341-9a0f-b04be344cf37';biddate is '2024-12-14';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.77398035675287;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 2.2359 ;min_floor is 1.6006 ;bidmachine_placement_value is 254.4;placement_historical_value is 5.75296;third_party_bid_price is 2.2359;prior_tag_impressions_count is 3 ;time_since_impression is 3068568 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.41;prior_theme_impressions_count is 3;prior_tag_clicks_count is 2 ;time_since_click is '3068708';hour is '2024-12-14 12:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior_stats_in_past is '15 sessions in app 'and.lihuhu.woober', 949 ad_requests with mean bid_floor 35.6, 2 impressions of adomain 'dailytimes247.com' with mean price 0.4, 1 impressions of adomain 'disneyplus.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'lowes.com' with mean price 0.1, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.2, 53 impressions of adomain 'onlinemediasolutions.com' with mean price 0.3, 4 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 149 sessions in app 'com.blackout.spades', 33303 ad_requests with mean bid_floor 25.9, 23 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'apartments.com' with mean price 0.6, 1 impressions of adomain 'arlo.com' with mean price 3.9, 1 impressions of adomain 'bathandbodyworks.com' with mean price 0.4, 2 impressions of adomain 'bestbuy.com' with mean price 0.5, 2 impressions of adomain 'brownandcrouppen.com' with mean price 0.3, 5 impressions of adomain 'cedarhurstliving.com' with mean price 0.8, 1 impressions of adomain 'coach.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.2, 3 impressions of adomain 'curiowellness.com' with mean price 0.5, 5 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'directv.com' with mean price 0.3, 24 impressions of adomain 'disneyplus.com' with mean price 0.3, 1 impressions of adomain 'espn.com' with mean price 0.4, 1 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'illicitbrand.com' with mean price 0.3, 1 impressions of adomain 'king.com' with mean price 7.1, 5 impressions of adomain 'logitech.com' with mean price 4.8, 8 impressions of adomain 'mckendree.edu' with mean price 0.3, 1 impressions of adomain 'missouri.quitlogix.org' with mean price 0.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.1, 3 impressions of adomain 'newpub.co' with mean price 2.6, 3 clicks of adomain 'newpub.co', 11 clicks of adomain 'newpub.co/spades', 11 impressions of adomain 'newpub.co/spades' with mean price 3.4, 2 impressions of adomain 'nutrafol.com' with mean price 0.2, 12 impressions of adomain 'offerhives.com' with mean price 0.3, 2 impressions of adomain 'ozempic.com' with mean price 1.5, 2 impressions of adomain 'paramountplus.com' with mean price 0.3, 2 impressions of adomain 'proof-advertising.com' with mean price 0.3, 2 impressions of adomain 'roku.com' with mean price 0.3, 1 impressions of adomain 'sallyhansen.com' with mean price 0.2, 3 impressions of adomain 'samhsa.gov' with mean price 0.4, 4 impressions of adomain 'samsung.com' with mean price 2.7, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 3 impressions of adomain 'temu.com' with mean price 4.8, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 1 impressions of adomain 'traveltexas.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.4, 3 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'worldvision.org' with mean price 0.2; 146 sessions in app 'com.block.juggle', 829 ad_requests with mean bid_floor 15.7; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.king.candycrush4', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 23 ad_requests with mean bid_floor 3.1; 6 sessions in app 'com.tripledot.solitaire', 423 ad_requests with mean bid_floor 7.7, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'ingrezza.com' with mean price 0.7, 1 impressions of adomain 'paypal.com' with mean price 0.5, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.1, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.1; 15 sessions in app 'com.tripledot.woodoku', 1741 ad_requests with mean bid_floor 6.8, 1 impressions of adomain 'allerganeyecare.com' with mean price 0.9, 1 impressions of adomain 'beiersdorf.com' with mean price 0.6, 2 impressions of adomain 'bestbuy.com' with mean price 0.1, 1 impressions of adomain 'bgfoods.com' with mean price 0.7, 1 impressions of adomain 'direxioninvestments.com' with mean price 6.0, 11 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'facebook.com' with mean price 0.1, 7 impressions of adomain 'geico.com' with mean price 1.9, 1 impressions of adomain 'goodnes.com' with mean price 1.4, 1 impressions of adomain 'iheart.com' with mean price 0.0, 1 impressions of adomain 'ivory.com' with mean price 0.4, 1 impressions of adomain 'jackinthebox.com' with mean price 0.7, 1 impressions of adomain 'jimmydean.com' with mean price 0.7, 1 impressions of adomain 'mccormick.com' with mean price 0.6, 1 impressions of adomain 'orgain.com' with mean price 0.6, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'proof-advertising.com' with mean price 0.0, 3 impressions of adomain 'robitussin.com' with mean price 0.6, 3 impressions of adomain 'samsung.com' with mean price 0.0, 2 impressions of adomain 'schiffvitamins.com' with mean price 0.7, 4 impressions of adomain 'tums.com' with mean price 0.6, 1 impressions of adomain 'vicks.com' with mean price 0.7, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'winwalk.app' with mean price 0.1, 7 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 1 sessions in app 'com.vitastudio.solitaire', 1 ad_requests with mean bid_floor 7.9; 1 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'in.playsimple.wordtrip', 1 ad_requests with mean bid_floor 12.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 852;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 852;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.314131339719021;partition is 3220;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPA(112)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'e7d5244f-5a34-4c04-99e8-5a4256ae575c;uuid is '306a9c30-b3d0-4392-af31-d6b63af64ef7';bid_timestamp is '2025-01-23 22:40:01';device_id is 'e7d5244f-5a34-4c04-99e8-5a4256ae575c';biddate is '2025-01-23';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.99999999999999;target_cpi is 3.71999999999999;campaign is 58062;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'i';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 21.2;placement_historical_value is 4.776048;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 247799 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 6;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-23 22:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '37 sessions in app 'com.LoopGames.Domino', 3102 ad_requests with mean bid_floor 5.0; 22 sessions in app 'com.blackout.bubble', 815 ad_requests with mean bid_floor 7.2; 139 sessions in app 'com.blackout.spades', 30623 ad_requests with mean bid_floor 27.4, 4 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'biotechdonedifferently.com' with mean price 0.5, 1 impressions of adomain 'chime.com' with mean price 5.3, 1 impressions of adomain 'explorelouisiana.com' with mean price 1.0, 4 impressions of adomain 'fanniemae.com' with mean price 0.7, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 10 impressions of adomain 'medscape.org' with mean price 0.7, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 2 impressions of adomain 'newpub.co/spades' with mean price 3.0, 2 impressions of adomain 'ozempic.com' with mean price 1.4, 3 impressions of adomain 'pluto.tv' with mean price 0.1, 1 clicks of adomain 'pluto.tv', 1 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'qinlockhcp.com' with mean price 1.0, 1 impressions of adomain 'samsung.com' with mean price 0.3, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 clicks of adomain 'solitairecash.com', 2 impressions of adomain 'solitairecash.com' with mean price 0.8, 1 impressions of adomain 'starz.com' with mean price 0.7, 1 impressions of adomain 'stepsforher.com' with mean price 2.6, 3 impressions of adomain 'tech.pokergaga.net' with mean price 2.6, 2 impressions of adomain 'torkusa.com' with mean price 0.3; 3 sessions in app 'com.mobilityware.PyramidFree', 71 ad_requests with mean bid_floor 7.6; 4 sessions in app 'com.peoplefun.wordcross', 25 ad_requests with mean bid_floor 5.3; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 4.5; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 6.2; 5 sessions in app 'find.spot.fun.relax.difference', 38 ad_requests with mean bid_floor 33.3; 3 sessions in app 'in.playsimple.wordtrip', 39 ad_requests with mean bid_floor 14.1; 1 sessions in app 'solitaire.patience.card.games.klondike.free', 13 ad_requests with mean bid_floor 1.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 68;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.42534182861386;partition is 636;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_180min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_level_loop_winNormalLevel_40)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '075a13e3-ce76-4d61-b754-6eba28320a4f;uuid is 'bddd460c-534b-4371-ba9c-6cabeddb7c27';bid_timestamp is '2025-02-07 17:57:03';device_id is '075a13e3-ce76-4d61-b754-6eba28320a4f';biddate is '2025-02-07';country is 'USA';app is 'com.luckyskeletonstudios.idlebanktycoon';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 229142;session_duration is 157 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vi';bid_floor is 23.5638 ;min_floor is 23.5638 ;bidmachine_placement_value is 47.462686;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 15;user_behavior_stats_in_past is '1 sessions in app 'ci.atlasearth.client', 3 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.fumbgames.bitcoinminor', 6 ad_requests with mean bid_floor 2.6; 6 sessions in app 'com.fumbgames.minersofbitcoin', 122 ad_requests with mean bid_floor 11.5; 11 sessions in app 'com.luckyskeletonstudios.idlebanktycoon', 1173 ad_requests with mean bid_floor 46.8; 12 sessions in app 'com.neapxnlhwk.woodnuts', 728 ad_requests with mean bid_floor 1.5, 1 impressions of adomain '111percent.net' with mean price 0.1, 1 impressions of adomain '7-eleven.com' with mean price 0.5, 6 impressions of adomain 'adidas.com' with mean price 0.1, 1 impressions of adomain 'admile.com' with mean price 0.4, 33 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'apartmentlist.com' with mean price 0.1, 1 impressions of adomain 'atxoutdoorconstruction.com' with mean price 0.1, 3 impressions of adomain 'austiner.com' with mean price 0.6, 1 impressions of adomain 'austinschoolofmusic.com' with mean price 0.7, 6 impressions of adomain 'benjaminone.com' with mean price 0.1, 2 impressions of adomain 'betr.app' with mean price 0.0, 1 impressions of adomain 'btcc.com' with mean price 0.2, 2 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 1 impressions of adomain 'centralmarket.com' with mean price 0.3, 2 impressions of adomain 'copilot.microsoft.com' with mean price 0.3, 13 impressions of adomain 'crypto.com' with mean price 0.4, 1 impressions of adomain 'dave.com' with mean price 0.2, 2 impressions of adomain 'disneyplus.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'dreeshomes.com' with mean price 0.3, 1 impressions of adomain 'eneba.com' with mean price 19.8, 1 impressions of adomain 'findmykids.org' with mean price 0.0, 2 impressions of adomain 'flo.health' with mean price 0.2, 1 impressions of adomain 'go.microsoft.com' with mean price 0.1, 1 impressions of adomain 'google.com' with mean price 0.8, 1 impressions of adomain 'gopuff.com' with mean price 0.1, 1 impressions of adomain 'goya.com' with mean price 0.8, 3 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'haleon.com' with mean price 0.1, 3 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 impressions of adomain 'hillspet.com' with mean price 0.1, 1 impressions of adomain 'home.treeplla.com' with mean price 0.1, 1 impressions of adomain 'hyundaiusa.com' with mean price 3.1, 1 impressions of adomain 'instacart.com' with mean price 0.1, 2 impressions of adomain 'jigsawscapes.com' with mean price 0.0, 1 impressions of adomain 'justplayapps.com' with mean price 1.1, 2 impressions of adomain 'kashkick.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.3, 1 impressions of adomain 'learnings.ai' with mean price 0.1, 1 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 2 impressions of adomain 'mistplay.com' with mean price 23.2, 1 impressions of adomain 'moonpay.com' with mean price 0.1, 1 impressions of adomain 'nutrafol.com' with mean price 0.1, 2 impressions of adomain 'owllabs.com' with mean price 0.1, 1 impressions of adomain 'paintbynumber.app' with mean price 0.0, 4 impressions of adomain 'pandora.com' with mean price 0.5, 2 impressions of adomain 'picklr.com' with mean price 0.3, 1 impressions of adomain 'playsimple.in' with mean price 0.0, 1 impressions of adomain 'poly.socialapps.ai' with mean price 0.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 7 impressions of adomain 'roblox.com' with mean price 0.1, 2 impressions of adomain 'samsung.com' with mean price 0.7, 6 impressions of adomain 'scrambly.io' with mean price 0.2, 2 impressions of adomain 'self.inc' with mean price 0.2, 1 impressions of adomain 'seriously.com' with mean price 0.1, 2 impressions of adomain 'southwest.com' with mean price 0.2, 1 impressions of adomain 'spectrumretirement.com' with mean price 0.4, 1 impressions of adomain 'speed.app' with mean price 0.1, 1 impressions of adomain 'squareup.com' with mean price 0.0, 1 impressions of adomain 'supportjimmylai.com' with mean price 0.5, 6 impressions of adomain 'tango.me' with mean price 0.1, 1 impressions of adomain 'tatesbakeshop.com' with mean price 0.3, 7 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'torkusa.com' with mean price 0.2, 2 impressions of adomain 'traveltexas.com' with mean price 0.3, 1 impressions of adomain 'ubykotex.com' with mean price 0.1, 4 impressions of adomain 'ufcu.org' with mean price 0.4, 1 impressions of adomain 'ukg.com' with mean price 0.1, 3 impressions of adomain 'walmart.com' with mean price 5.7, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'youtube.com' with mean price 0.4, 6 impressions of adomain 'zencolor.app' with mean price 0.1; 4 sessions in app 'com.roamergames.buspuzzlegame', 53 ad_requests with mean bid_floor 4.6; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/chartboost-android-sdk/com.luckyskeletonstudios.idlebanktycoon/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0652494911518314;partition is 2495;segments is ['com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V5_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V5_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V6_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_mmp_V5_2000k' 'is_segments_com_ttterbagames_businesssimulator_Android_0_cg1_mmp_v5_USA_auto_no_fraud_whitelist_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'a4f5b549-8f15-4f3a-8bab-362a9295135f;uuid is '161c00e6-7d2e-4c6d-8bcf-67c3a7b37cf4';bid_timestamp is '2025-01-28 19:07:36';device_id is 'a4f5b549-8f15-4f3a-8bab-362a9295135f';biddate is '2025-01-28';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 38.5407161302852;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 61.833333;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 4.4;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 19:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'beetles.puzzle.solitaire', 22 ad_requests with mean bid_floor 80.8; 1 sessions in app 'casino.legendary.cash.slots.android', 7 ad_requests with mean bid_floor 8.7; 1 sessions in app 'com.gamovation.chessclubpilot', 23 ad_requests with mean bid_floor 14.9; 1 sessions in app 'com.house.of.blackjack21.free.online.casino', 2 ad_requests with mean bid_floor 7.9; 23 sessions in app 'com.os.airforce', 573 ad_requests with mean bid_floor 144.0; 2 sessions in app 'com.productmadness.cashmancasino', 28 ad_requests with mean bid_floor 15.9; 18 sessions in app 'spades.classic.card.free.online.offline.multiplayer', 564 ad_requests with mean bid_floor 6.1, 3 impressions of adomain 'espnbet.com' with mean price 42.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 9.5, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 38.5, 2 impressions of adomain 'productmadness.com' with mean price 87.1, 1 clicks of adomain 'spinxgames.com', 4 impressions of adomain 'spinxgames.com' with mean price 8.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.922140036052554;partition is 2510;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_spades.classic.card.free.online.offline.multiplayer_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_custom7_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_100k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '1be7a1c2-993b-4c99-9d6f-2e5c95f06ebb;uuid is '4869bb6b-35ab-4a01-b0c8-360b1dc346ce';bid_timestamp is '2024-12-20 19:12:27';device_id is '1be7a1c2-993b-4c99-9d6f-2e5c95f06ebb';biddate is '2024-12-20';country is 'USA';app is 'com.record.voice.day.all';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '71ee91ab3c537d1ad0f7a9438868f199';display_manager is 'ironsource';raw_price is 14.9174388498067;target_cpi is 1;campaign is 51123;creative_id is 222568;session_duration is 692 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 've';bid_floor is 2.909664 ;min_floor is 2.909664 ;bidmachine_placement_value is 3.785715;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 2 ;time_since_impression is 36959 ;learning is 0 ;creative_theme is 'general';user_coefficient is 0.89;prior_theme_impressions_count is 2;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-20 19:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '15 sessions in app 'com.handmark.expressweather', 39 ad_requests with mean bid_floor 66.5; 1 sessions in app 'com.intensedev.biblesolitaire.gp', 11 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.metaslots.matchvilla', 12 ad_requests with mean bid_floor 54.8; 1 sessions in app 'com.newleaf.app.android.victor', 10 ad_requests with mean bid_floor 160.3; 1 sessions in app 'com.phantom.paperboy', 8 ad_requests with mean bid_floor 0.7; 42 sessions in app 'com.playvalve.spades', 5964 ad_requests with mean bid_floor 98.5, 1 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'bp.com' with mean price 0.5, 2 impressions of adomain 'disneyplus.com' with mean price 0.5, 1 impressions of adomain 'fcticlassaction.com' with mean price 0.4, 1 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'freecash.com' with mean price 0.4, 4 impressions of adomain 'instagram.com' with mean price 0.4, 2 impressions of adomain 'josbank.com' with mean price 0.7, 1 impressions of adomain 'la-z-boy.com' with mean price 1.0, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 2 impressions of adomain 'yourradioplace.com' with mean price 0.3; 22 sessions in app 'com.puzzle.fun.free.matching3d', 63 ad_requests with mean bid_floor 0.1; 203 sessions in app 'com.record.voice.day.all', 617 ad_requests with mean bid_floor 0.6, 1 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 16.0; 2 sessions in app 'com.veraxen.ftd', 29 ad_requests with mean bid_floor 2.8, 1 clicks of adomain 'ads.netapop.com', 1 impressions of adomain 'ads.netapop.com' with mean price 20.8; 2 sessions in app 'com.wildcard.classicspades', 69 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'samsung.com' with mean price 0.5; 3 sessions in app 'com.yolo.hiddenobjects', 45 ad_requests with mean bid_floor 23.3; 1 sessions in app 'find.hidden.objects.out.scavenger.hunt.puzzle.games.free', 8 ad_requests with mean bid_floor 18.9; 2 sessions in app 'in.playsimple.wordtrip', 6 ad_requests with mean bid_floor 7.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 10;channel is 'USA/I/ironsource/com.record.voice.day.all/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0609289209920018;partition is 587;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_mmp_with_new_features_abdoul_100k_09_18_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_loop_180min)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.mobilityware.spider_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.Eventyr.WS_Android_CPI_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '201379fc-9ea8-4f65-9056-2d9f2bd17228;uuid is 'de140cf6-dfca-41f0-8b9d-6c898686bcd0';bid_timestamp is '2025-01-17 16:33:17';device_id is '201379fc-9ea8-4f65-9056-2d9f2bd17228';biddate is '2025-01-17';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'unity sdk';raw_price is 14.9999999999999;target_cpi is 3.71999999999999;campaign is 58056;creative_id is 229286;session_duration is 557 ;seller_name is 'Unity SSP';seller_id is 113;content_type is 'ie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 109 ;time_since_impression is 1226221 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1;prior_theme_impressions_count is 109;prior_tag_clicks_count is 14 ;time_since_click is '1226217';hour is '2025-01-17 16:00:00+00:00';day_of_week is '4';os_version is 12;user_behavior_stats_in_past is '8 sessions in app 'com.LoopGames.Domino', 727 ad_requests with mean bid_floor 7.0, 1 clicks of adomain 'textnow.com', 3 impressions of adomain 'textnow.com' with mean price 3.8; 150 sessions in app 'com.blackout.spades', 132597 ad_requests with mean bid_floor 26.4, 2 impressions of adomain '3m.com' with mean price 0.4, 1 impressions of adomain 'acorn.tv' with mean price 0.5, 85 impressions of adomain 'amazon.com' with mean price 1.4, 13 impressions of adomain 'arlo.com' with mean price 5.0, 2 impressions of adomain 'atproperties.com' with mean price 4.5, 2 impressions of adomain 'beachwindows.com' with mean price 0.4, 2 impressions of adomain 'bumble.com' with mean price 3.2, 1 impressions of adomain 'calvinklein.us' with mean price 0.4, 3 impressions of adomain 'campbells.com' with mean price 0.4, 2 impressions of adomain 'carspa.net' with mean price 0.3, 7 impressions of adomain 'castrol.com' with mean price 0.7, 1 impressions of adomain 'cat.com' with mean price 0.3, 4 impressions of adomain 'checkout51.com' with mean price 0.4, 2 impressions of adomain 'chefstore.com' with mean price 0.9, 3 impressions of adomain 'coach.com' with mean price 3.7, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.5, 1 impressions of adomain 'contravehcp.com' with mean price 0.6, 7 impressions of adomain 'cox.com' with mean price 5.5, 10 impressions of adomain 'depend.com' with mean price 0.4, 3 impressions of adomain 'discovery.com' with mean price 0.4, 3 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'eatiqbar.com' with mean price 0.5, 8 impressions of adomain 'esupplements.com' with mean price 4.0, 1 clicks of adomain 'esupplements.com', 1 impressions of adomain 'fanniemae.com' with mean price 0.3, 1 impressions of adomain 'foodbankonline.org' with mean price 1.0, 1 impressions of adomain 'geappliances.com' with mean price 5.1, 5 impressions of adomain 'gopro.com' with mean price 4.1, 1 impressions of adomain 'gvokeglucagon.com' with mean price 1.2, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.4, 1 impressions of adomain 'hillspet.com' with mean price 0.4, 1 impressions of adomain 'illy.com' with mean price 2.5, 9 impressions of adomain 'instacart.com' with mean price 2.3, 3 clicks of adomain 'instacart.com', 4 impressions of adomain 'kelloggs.com' with mean price 1.2, 3 impressions of adomain 'mediacombusiness.com' with mean price 0.4, 3 impressions of adomain 'meetboston.com' with mean price 0.4, 2 impressions of adomain 'modernhealth.com' with mean price 0.5, 1 impressions of adomain 'navymutual.org' with mean price 0.8, 7 clicks of adomain 'newpub.co', 7 impressions of adomain 'newpub.co' with mean price 2.5, 10 clicks of adomain 'newpub.co/spades', 10 impressions of adomain 'newpub.co/spades' with mean price 3.0, 6 impressions of adomain 'nutrafol.com' with mean price 0.5, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.4, 1 impressions of adomain 'openbank.us' with mean price 0.4, 4 impressions of adomain 'ordercoldstone.com' with mean price 1.9, 2 impressions of adomain 'orgain.com' with mean price 0.5, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'perdue.com' with mean price 6.8, 3 impressions of adomain 'pfister.com' with mean price 0.5, 1 impressions of adomain 'premierprotein.com' with mean price 2.2, 1 impressions of adomain 'prestigebrands.com' with mean price 0.3, 1 impressions of adomain 'publix.com' with mean price 0.7, 4 impressions of adomain 'revuforjhcp.com' with mean price 1.3, 1 impressions of adomain 'richmondsrvshow.com' with mean price 0.5, 2 impressions of adomain 'samhsa.gov' with mean price 3.2, 6 impressions of adomain 'samsung.com' with mean price 3.5, 4 impressions of adomain 'santanderus.com' with mean price 0.5, 3 impressions of adomain 'sennheiser.com' with mean price 0.4, 4 impressions of adomain 'sleeper.com' with mean price 0.4, 2 impressions of adomain 'sleepnumber.com' with mean price 0.4, 2 impressions of adomain 'smuckers.com' with mean price 2.6, 5 impressions of adomain 'sony.com' with mean price 5.4, 1 impressions of adomain 'steelcase.com' with mean price 0.4, 7 impressions of adomain 'strivectin.com' with mean price 0.4, 1 impressions of adomain 'tempursealy.com' with mean price 2.8, 1 impressions of adomain 'thermos.com' with mean price 0.4, 1 impressions of adomain 'torkusa.com' with mean price 0.4, 5 impressions of adomain 'traveltexas.com' with mean price 4.2, 1 impressions of adomain 'tysonfoods.com' with mean price 0.4, 2 impressions of adomain 'virginiahousing.com' with mean price 1.0, 2 impressions of adomain 'voquezna.com' with mean price 0.8, 26 impressions of adomain 'vwu.edu' with mean price 0.5, 4 impressions of adomain 'wasabi.com' with mean price 1.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.4; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 1.7; 1 sessions in app 'com.gamovation.tileclub', 1 ad_requests with mean bid_floor 6.6; 13 sessions in app 'com.mastercarryheat.straw', 30 ad_requests with mean bid_floor 6.1; 379 sessions in app 'com.metropcs.metrozone', 3354 ad_requests with mean bid_floor 81.3; 1 sessions in app 'com.onet.number.free.puzzle.matchten', 2 ad_requests with mean bid_floor 2.5; 3 sessions in app 'com.peoplefun.wordcross', 17 ad_requests with mean bid_floor 5.9; 4 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 16.8; 2 sessions in app 'com.wordgame.words.connect', 4 ad_requests with mean bid_floor 5.4; 8 sessions in app 'in.playsimple.wordtrip', 35 ad_requests with mean bid_floor 9.3; 2 sessions in app 'kidultlovin.word.zen', 6 ad_requests with mean bid_floor 4.0; 1 sessions in app 'sonic.bubbleshoot.classic', 2 ad_requests with mean bid_floor 2.1';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 340;channel is 'USA/I/unity sdk/com.blackout.spades/False/113';time_since_click_in_hours is 341;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.946915618615369;partition is 587;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_mmp_V4_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '647d8c82-49bd-4d74-8d3f-50bc71463114;uuid is '26af77a5-021d-458a-98d1-61afaaaa2a25';bid_timestamp is '2025-02-11 2:36:30';device_id is '647d8c82-49bd-4d74-8d3f-50bc71463114';biddate is '2025-02-11';country is 'USA';app is 'com.playvalve.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 27.9267789325069;target_cpi is 1.8;campaign is 58285;creative_id is 228965;session_duration is 0 ;seller_name is 'Playvalve';seller_id is 273;content_type is 'vie';bid_floor is 4.82 ;min_floor is 4.82 ;bidmachine_placement_value is 6.153846;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 5859647 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 2.01;prior_theme_impressions_count is 13;prior_tag_clicks_count is 1 ;time_since_click is '6470862';hour is '2025-02-11 02:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.Garawell.BridgeRace', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.JacobVanHaag.ColorMatch', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.Skillbuilder.bubbleshooter', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.abi.busjam.sortpuzzle', 51 ad_requests with mean bid_floor 4.7, 9 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'franksredhot.com' with mean price 0.6, 1 impressions of adomain 'huggies.com' with mean price 0.3, 1 impressions of adomain 'ingrezza.com' with mean price 0.3, 1 impressions of adomain 'investpr.org' with mean price 1.5, 1 impressions of adomain 'ivory.com' with mean price 0.3, 1 impressions of adomain 'kitchenaid.com' with mean price 0.2, 1 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'medlinbuickgmc.com' with mean price 0.3, 1 impressions of adomain 'metamucil.com' with mean price 0.3, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'oldspice.com' with mean price 0.5, 1 impressions of adomain 'paulmitchell.com' with mean price 0.3, 1 impressions of adomain 'prilosecotc.com' with mean price 0.4, 2 impressions of adomain 'scottbrand.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'tukysa.com' with mean price 0.3, 1 impressions of adomain 'ubykotex.com' with mean price 0.5, 3 impressions of adomain 'vicks.com' with mean price 0.8, 12 impressions of adomain 'voodoo.io' with mean price 0.4, 2 impressions of adomain 'wexinc.com' with mean price 0.3; 1 sessions in app 'com.alien.shooter.galaxy.attack', 12 ad_requests with mean bid_floor 10.6; 2 sessions in app 'com.block.juggle', 4 ad_requests with mean bid_floor 35.2; 1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 6 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.food.swept', 20 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'nutrafol.com' with mean price 2.6, 1 impressions of adomain 'olay.com' with mean price 0.8, 1 impressions of adomain 'subaru.com' with mean price 0.6; 54 sessions in app 'com.funtomic.matchmasters', 383 ad_requests with mean bid_floor 87.0; 1 sessions in app 'com.marketer.greenpass', 18 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.master.hotelmaster', 21 ad_requests with mean bid_floor 39.1; 1 sessions in app 'com.meeseva.bazaar', 16 ad_requests with mean bid_floor 3.8; 1 sessions in app 'com.partyup.blockjam', 11 ad_requests with mean bid_floor 4.2; 1 sessions in app 'com.peoplefun.wordcross', 8 ad_requests with mean bid_floor 5.1; 6 sessions in app 'com.playvalve.spades', 1136 ad_requests with mean bid_floor 105.7, 14 impressions of adomain 'voodoo.io' with mean price 1.6; 3 sessions in app 'com.rovio.angrybirdsfriends', 12 ad_requests with mean bid_floor 9.6; 1 sessions in app 'com.uscommunitytrade.uscomtradr', 8 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.vincentb.MobControl', 79 ad_requests with mean bid_floor 4.0, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'depend.com' with mean price 0.9, 1 impressions of adomain 'huggies.com' with mean price 0.9, 1 impressions of adomain 'sfdbrands.com' with mean price 0.3; 1 sessions in app 'com.xjtec.screwdilemma', 4 ad_requests with mean bid_floor 25.1; 2 sessions in app 'com.zm.watersort', 276 ad_requests with mean bid_floor 77.1, 1 impressions of adomain 'voodoo.io' with mean price 0.3; 5 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 163 ad_requests with mean bid_floor 44.0, 9 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'audible.com' with mean price 0.7, 2 impressions of adomain 'aveeno.com' with mean price 5.3, 1 clicks of adomain 'depend.com', 1 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'huggies.com' with mean price 1.2, 1 impressions of adomain 'kellanova.com' with mean price 0.5, 1 impressions of adomain 'lancome-usa.com' with mean price 0.4, 2 impressions of adomain 'niveausa.com' with mean price 0.4, 3 impressions of adomain 'nutrafol.com' with mean price 10.6, 1 impressions of adomain 'rogaine.com' with mean price 1.0; 1 sessions in app 'freeplay.crowdrun.com', 3 ad_requests with mean bid_floor 5.2; 5 sessions in app 'io.supercent.linkedcubic', 180 ad_requests with mean bid_floor 20.1, 1 impressions of adomain 'voodoo.io' with mean price 20.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1627;channel is 'USA/I/bidmachine/com.playvalve.spades/True/273';time_since_click_in_hours is 1797;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.788447021136126;partition is 3133;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'bloom_com.playvalve.spades_USA_1d' 'bloom_com.playvalve.spades_USA_80' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'bloom_com.playvalve.spades_USA_7d' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'bloom_com.playvalve.spades_USA_95'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'c59c26e4-9a58-4839-bce0-ef2ce799dea8';bid_timestamp is '2025-01-29 5:50:08';device_id is '61e53cb3-d26d-4943-8389-98039f587c39';biddate is '2025-01-29';country is 'USA';app is 'com.mardanatakatbadayegharelurambannuskhe.appzap';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'chartboost-android-sdk';raw_price is 0.569920808831395;target_cpi is 1.2;campaign is 58196;creative_id is 219049;session_duration is 442 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'vp';bid_floor is 0.2226 ;min_floor is 0.2226 ;bidmachine_placement_value is 0.237314;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 05:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.mardanatakatbadayegharelurambannuskhe.appzap/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.74422891833374;partition is 3133;segments is ['HDIP_iOS_USA_Cellular_100_users_LITE' 'HDIP_iOS_USA_200_users_LITE'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'cefef65e-5fb7-4711-a303-d65f9e806c53;uuid is 'd92fdd88-8468-4a7c-aaef-2cbd5f8c4431';bid_timestamp is '2024-12-25 0:58:07';device_id is 'cefef65e-5fb7-4711-a303-d65f9e806c53';biddate is '2024-12-25';country is 'USA';app is 'efkj.sakf.todolist';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.06469449062363;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 108 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 1.923735 ;min_floor is 1.923735 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 5847 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.45;prior_theme_impressions_count is 13;prior_tag_clicks_count is 2 ;time_since_click is '5845';hour is '2024-12-25 00:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'alldocu.reader.pdf.reader', 131 ad_requests with mean bid_floor 5.2; 1 sessions in app 'art.puzzle.games.jigsaw.coloring.free.game', 1 ad_requests with mean bid_floor 0.0; 10 sessions in app 'callbreak.classic.card.free.online.offline.multiplayer', 150 ad_requests with mean bid_floor 8.3; 180 sessions in app 'cc.cute.calculator', 3029 ad_requests with mean bid_floor 5.2; 111 sessions in app 'ch.ld.wp', 3305 ad_requests with mean bid_floor 10.0; 3 sessions in app 'com.LoopGames.Solitaire', 38 ad_requests with mean bid_floor 2.9; 2 sessions in app 'com.agedstudio.card.spider.solitaire', 3 ad_requests with mean bid_floor 0.0; 60 sessions in app 'com.arabola.bacolom', 5966 ad_requests with mean bid_floor 18.3; 10 sessions in app 'com.baliuapps.superapp', 38 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.baliuapps.superapp.light', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.bigcake.android.spidersolitaire', 19 ad_requests with mean bid_floor 16.3; 5 sessions in app 'com.blackout.gin', 126 ad_requests with mean bid_floor 2.0; 4 sessions in app 'com.blackout.spades', 133 ad_requests with mean bid_floor 34.5; 6 sessions in app 'com.block.game.jigsaw.puzzles', 8 ad_requests with mean bid_floor 10.7; 84 sessions in app 'com.bonnie.trafficescape', 3132 ad_requests with mean bid_floor 1.1, 12 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.8, 1 impressions of adomain 'madrigalpharma.com' with mean price 0.6, 3 impressions of adomain 'nestleusa.com' with mean price 0.2, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'oneaday.com' with mean price 0.3, 3 impressions of adomain 'papaya.com' with mean price 0.3, 2 impressions of adomain 'prestigebrands.com' with mean price 0.2, 1 impressions of adomain 'solitairecash.com' with mean price 0.2, 1 impressions of adomain 'theraworx.com' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.4, 3 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'weather.com' with mean price 0.1, 1 impressions of adomain 'westernunion.com' with mean price 0.3; 1 sessions in app 'com.boostypro.android', 5 ad_requests with mean bid_floor 0.1; 69 sessions in app 'com.browserzheng.foundernews', 5305 ad_requests with mean bid_floor 7.1; 5 sessions in app 'com.callapp.callerid.spamcallblocker', 8 ad_requests with mean bid_floor 82.6; 25 sessions in app 'com.callapp.contacts', 64 ad_requests with mean bid_floor 1.1, 4 impressions of adomain 'adobe.ly' with mean price 0.8, 1 impressions of adomain 'amberpharmacy.com' with mean price 1.6, 1 impressions of adomain 'delltechnologies.com' with mean price 0.9, 4 impressions of adomain 'hancockwhitney.com' with mean price 0.8, 16 impressions of adomain 'lincolnfinancial.com' with mean price 1.4, 13 impressions of adomain 'openclinica.com' with mean price 1.1, 3 impressions of adomain 'sap.com' with mean price 1.7, 2 impressions of adomain 'signanthealth.com' with mean price 1.8; 15 sessions in app 'com.car.jam.puzzle', 332 ad_requests with mean bid_floor 29.4; 2 sessions in app 'com.citrusjoy.trojan', 6 ad_requests with mean bid_floor 1.0; 307 sessions in app 'com.clean888.cleansuper.cleaner', 2939 ad_requests with mean bid_floor 1.1; 15 sessions in app 'com.cleanjunk.app.removecachefiles.saka', 392 ad_requests with mean bid_floor 5.2; 43 sessions in app 'com.creavect.solitaire', 657 ad_requests with mean bid_floor 3.5; 62 sessions in app 'com.dailydrink.master', 435 ad_requests with mean bid_floor 2.3; 1 sessions in app 'com.dna.solitaireapp', 13 ad_requests with mean bid_floor 48.8; 1 sessions in app 'com.easybrain.number.puzzle.game', 1 ad_requests with mean bid_floor 4.7; 7 sessions in app 'com.emoji.background.camera.photoeditor', 950 ad_requests with mean bid_floor 21.6; 2 sessions in app 'com.fbig.spades', 9 ad_requests with mean bid_floor 5.7; 7 sessions in app 'com.fileorganizer.cabinet.efficient', 256 ad_requests with mean bid_floor 5.2; 177 sessions in app 'com.findmyphone.phonefinder.find.phone.by.clap.whistle.doubleclap.lostphone', 2420 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.fiogonia.dominoes', 6 ad_requests with mean bid_floor 3.4; 9 sessions in app 'com.fiogonia.gin', 105 ad_requests with mean bid_floor 36.2; 61 sessions in app 'com.fiogonia.spades', 4119 ad_requests with mean bid_floor 50.4; 43 sessions in app 'com.flashlight.callflash.ringingbet', 1448 ad_requests with mean bid_floor 5.2; 24 sessions in app 'com.flyingwhalegames.carout', 731 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'cox.com' with mean price 1.0, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 1 sessions in app 'com.fugo.wowguru', 1 ad_requests with mean bid_floor 7.4; 1 sessions in app 'com.grandvegas.casino.slot.games', 9 ad_requests with mean bid_floor 4.0; 19 sessions in app 'com.healthassistant.bloodtrack.monitor', 811 ad_requests with mean bid_floor 5.2; 5 sessions in app 'com.hyilmaz.rummy.gin', 30 ad_requests with mean bid_floor 2.9; 144 sessions in app 'com.image.conveimage', 305495 ad_requests with mean bid_floor 12.1; 34 sessions in app 'com.itechnosolut.devicetree', 45 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.jayleenecmvdod.bunnyspace', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.kidultlovin.royalsolitaire', 1 ad_requests with mean bid_floor 9.9; 1 sessions in app 'com.klondike.solitaire.nordkapp', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.marketer.reserverdeals', 7 ad_requests with mean bid_floor 3.7; 135 sessions in app 'com.mecha.wallpaper.obile.desktop', 93285 ad_requests with mean bid_floor 13.5; 4 sessions in app 'com.mobilityware.spider', 148 ad_requests with mean bid_floor 10.5; 1 sessions in app 'com.ordinaryjoy.solitaire.largecard', 5 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otium.solitaire.classic.card.game', 3 ad_requests with mean bid_floor 7.5; 22 sessions in app 'com.owmc.canaljamtrafficescape', 567 ad_requests with mean bid_floor 3.9; 3 sessions in app 'com.papaya.solitairecash', 6 ad_requests with mean bid_floor 97.8; 20 sessions in app 'com.peoplefun.wordcross', 132 ad_requests with mean bid_floor 6.8; 1 sessions in app 'com.playbliss.traffic.jam.car.escape.out', 26 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.puzzlegames.carescape3d.gp', 31 ad_requests with mean bid_floor 0.2; 7 sessions in app 'com.qrexplore.efficient.management.assist.code', 105 ad_requests with mean bid_floor 11.8; 2 sessions in app 'com.quickcash.gurujiapps', 39 ad_requests with mean bid_floor 12.9; 5 sessions in app 'com.remotetv.boost.smarket', 137 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.scopely.yux', 1 ad_requests with mean bid_floor 8.1; 1 sessions in app 'com.solitaire.cards.deluxe', 4 ad_requests with mean bid_floor 0.0; 84 sessions in app 'com.stridecounter.stepcalculation', 35221 ad_requests with mean bid_floor 17.3; 15 sessions in app 'com.tripledot.solitaire', 38 ad_requests with mean bid_floor 4.7; 33 sessions in app 'com.tripledot.woodoku', 176 ad_requests with mean bid_floor 5.7; 6 sessions in app 'com.vitastudio.solitaire', 7 ad_requests with mean bid_floor 7.9; 1 sessions in app 'com.wkg.traffic.escape.driving.order', 2 ad_requests with mean bid_floor 8.3; 4 sessions in app 'cx.breeze.cleaner', 470 ad_requests with mean bid_floor 20.4; 159 sessions in app 'dl.todo.tdtask', 14498 ad_requests with mean bid_floor 6.3, 2 impressions of adomain '5252slot.com' with mean price 0.2, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 0.4, 1 impressions of adomain 'app-central.com' with mean price 0.4, 2 impressions of adomain 'bigo.sg' with mean price 0.9, 4 impressions of adomain 'bumble.com' with mean price 0.2, 1 impressions of adomain 'crypto.com' with mean price 0.1, 1 impressions of adomain 'intuit.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.2, 1 impressions of adomain 'mistplay.com' with mean price 0.2, 2 impressions of adomain 'numerator.com' with mean price 0.3, 1 impressions of adomain 'papaya.com' with mean price 0.8, 7 impressions of adomain 'pinterest.com' with mean price 1.6, 2 impressions of adomain 'productmadness.com' with mean price 0.6, 1 clicks of adomain 'productmadness.com', 1 impressions of adomain 'purina.com' with mean price 0.1, 2 impressions of adomain 'scientificgames.com' with mean price 0.4, 1 impressions of adomain 'speedcash.com' with mean price 0.1, 1 clicks of adomain 'temu.com', 2 impressions of adomain 'temu.com' with mean price 1.8, 1 clicks of adomain 'textnow.com', 7 impressions of adomain 'textnow.com' with mean price 1.3, 8 impressions of adomain 'weather.com' with mean price 0.3; 1 sessions in app 'easy.sudoku.puzzle.solver.free', 1 ad_requests with mean bid_floor 9.6; 112 sessions in app 'efkj.sakf.todolist', 3262 ad_requests with mean bid_floor 9.1; 5 sessions in app 'eyalin.mydevicedetailsheb', 11 ad_requests with mean bid_floor 5.2; 181 sessions in app 'hc.handy.calc', 6824 ad_requests with mean bid_floor 8.6; 122 sessions in app 'hqs.handy.qrcode.scanner', 745 ad_requests with mean bid_floor 5.2; 126 sessions in app 'hs.kk.bb', 7834 ad_requests with mean bid_floor 7.9; 3 sessions in app 'in.crossy.daily_crossword', 4 ad_requests with mean bid_floor 15.5; 8 sessions in app 'in.playsimple.tripcross', 13 ad_requests with mean bid_floor 20.5; 1 sessions in app 'in.playsimple.wordsearch', 1 ad_requests with mean bid_floor 9.3; 36 sessions in app 'in.playsimple.wordtrip', 84 ad_requests with mean bid_floor 19.6; 65 sessions in app 'khawar_softs.blood_pressure_tracker.blood_pressure_checker.blood_pressure_diary.bp_checker_diary', 5262 ad_requests with mean bid_floor 21.7; 1 sessions in app 'kidultlovin.word.zen', 1 ad_requests with mean bid_floor 7.5; 2 sessions in app 'loppipoppi.ginrummy', 29 ad_requests with mean bid_floor 37.7; 4 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 5 ad_requests with mean bid_floor 9.3; 1 sessions in app 'solitaire.collection.klondike.card.games.free.game', 2 ad_requests with mean bid_floor 0.0; 2 sessions in app 'solitaire.solitairemaker.solitaire.klondike.card.spider', 20 ad_requests with mean bid_floor 0.0; 1 sessions in app 'solitaire.spider', 7 ad_requests with mean bid_floor 50.2; 3 sessions in app 'spider.solitaire.card.games', 15 ad_requests with mean bid_floor 53.7; 5 sessions in app 'spider.solitaire.classic.card.games.makeup', 174 ad_requests with mean bid_floor 58.2; 1 sessions in app 'spidersolitaire.card.games.klondike.solitaire.spider', 3 ad_requests with mean bid_floor 0.0; 107 sessions in app 'tb.task.beats', 13144 ad_requests with mean bid_floor 10.5, 1 impressions of adomain 'HealthWellnessJournal.com' with mean price 0.4, 1 impressions of adomain 'carters.com' with mean price 0.2, 2 impressions of adomain 'comparepolicy.site' with mean price 0.7, 1 impressions of adomain 'dnamobileapps.com' with mean price 1.9, 1 impressions of adomain 'filemasterultra.com' with mean price 0.1, 2 impressions of adomain 'freecash.com' with mean price 0.4, 1 impressions of adomain 'hsn.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.2, 1 impressions of adomain 'lemonanagames.com' with mean price 0.1, 2 impressions of adomain 'lobstermaniaslots.com' with mean price 0.4, 1 clicks of adomain 'mintegral.com', 2 impressions of adomain 'mintegral.com' with mean price 0.1, 2 impressions of adomain 'mykjs.xyz' with mean price 0.4, 1 impressions of adomain 'newarena.com' with mean price 0.2, 1 impressions of adomain 'nowfoods.com' with mean price 1.1, 1 impressions of adomain 'numerator.com' with mean price 0.1, 3 impressions of adomain 'partners.wsj.com' with mean price 0.8, 7 impressions of adomain 'pinterest.com' with mean price 0.8, 2 impressions of adomain 'productmadness.com' with mean price 0.5, 1 clicks of adomain 'purina.com', 5 impressions of adomain 'purina.com' with mean price 0.3, 2 impressions of adomain 'speedcash.com' with mean price 0.7, 1 clicks of adomain 'speedcash.com', 2 impressions of adomain 'super-savings-online.com' with mean price 1.1, 1 impressions of adomain 'textnow.com' with mean price 1.1, 1 impressions of adomain 'trx.qqsearches.com' with mean price 0.9, 1 impressions of adomain 'tyrads.com' with mean price 0.2, 2 impressions of adomain 'us.puma.com' with mean price 0.1, 12 impressions of adomain 'weather.com' with mean price 0.6; 185 sessions in app 'tp.skgkz.taskplanner', 14177 ad_requests with mean bid_floor 6.4; 3 sessions in app 'us.current.android', 3 ad_requests with mean bid_floor 14.6; 66 sessions in app 'utils.kt.neat.clean', 14678 ad_requests with mean bid_floor 13.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/applovin/efkj.sakf.todolist/False/117';time_since_click_in_hours is 2;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.577142879176331;partition is 3744;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.dekovir.wordrift_Android_CPA(1776)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_7d' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_100k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.loppipoppi.spidersolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.kds.tile.match.master_retargeting_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_new_features_abdoul_100k_09_18_2024' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 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'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.loppipoppi.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA_dc_30RoundEnded_BeforeD8_control_abdoul_100k_09_18_2024' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_500k' 'bloom_com.fiogonia.spades_USA_80' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.topultragame.slotlasvega_Android_CPA(in_app)_abdoul_V4_MMP_100k_15_10_2024' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V3_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '494ed7f6-c1f6-46be-bde1-c25b5e9fbe9b;uuid is 'fc42774e-b60e-42eb-82d4-21a798fd3a1e';bid_timestamp is '2025-02-03 16:17:06';device_id is '494ed7f6-c1f6-46be-bde1-c25b5e9fbe9b';biddate is '2025-02-03';country is 'USA';app is 'com.DifLabs.Differences';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'bidmachine';raw_price is 14.2519783973693;target_cpi is 0.04;campaign is 58254;creative_id is 219049;session_duration is 282 ;seller_name is 'Yolo Games';seller_id is 566;content_type is 've';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 25.03937;placement_historical_value is 9.649889;third_party_bid_price is ;prior_tag_impressions_count is 9 ;time_since_impression is 41676750 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 9;prior_tag_clicks_count is 4 ;time_since_click is '41676716';hour is '2025-02-03 16:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '41 sessions in app 'com.DifLabs.Differences', 2891 ad_requests with mean bid_floor 28.1, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.1, 3 impressions of adomain 'grainger.com' with mean price 0.8, 1 impressions of adomain 'haleon.com' with mean price 0.8, 1 impressions of adomain 'homemarketfoods.com' with mean price 0.8, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 1.3, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 14.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 11.9, 1 impressions of adomain 'walgreens.com' with mean price 1.5; 14 sessions in app 'com.PulsSoftware.WS', 237 ad_requests with mean bid_floor 50.3; 1 sessions in app 'com.breakingnewsbrief.app', 3 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.fiogonia.spades', 1 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.hbwares.wordfeud.free', 8 ad_requests with mean bid_floor 48.6; 31 sessions in app 'com.ig.screw.puzzle.nuts.botls', 525 ad_requests with mean bid_floor 5.8; 4 sessions in app 'com.mars.avgchapters', 96 ad_requests with mean bid_floor 43.1; 3 sessions in app 'com.melon.drop.fruit.merge.master', 205 ad_requests with mean bid_floor 4.8, 1 impressions of adomain 'amcplus.com' with mean price 0.3, 1 impressions of adomain 'discovery.com' with mean price 0.4, 1 impressions of adomain 'henkel-northamerica.com' with mean price 0.5, 1 impressions of adomain 'idahoan.com' with mean price 0.1, 1 impressions of adomain 'kohls.com' with mean price 0.2, 1 impressions of adomain 'starz.com' with mean price 0.4, 1 impressions of adomain 'walgreens.com' with mean price 0.5; 8 sessions in app 'com.playvalve.yatzy', 2768 ad_requests with mean bid_floor 191.3, 1 impressions of adomain 'coca-cola.com' with mean price 0.4, 1 clicks of adomain 'flixchatter.net', 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 2 impressions of adomain 'gardasil9.com' with mean price 0.9, 4 impressions of adomain 'paramountplus.com' with mean price 1.0, 4 impressions of adomain 'textnow.com' with mean price 0.3; 1 sessions in app 'com.tile.match.blockpuzzle', 41 ad_requests with mean bid_floor 16.1; 1 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 9.7; 1 sessions in app 'find.out.hidden.objects.seek.puzzle.games.free', 12 ad_requests with mean bid_floor 17.2; 1 sessions in app 'in.playsimple.crossword.search.fun.word.puzzles', 13 ad_requests with mean bid_floor 30.8; 7 sessions in app 'in.playsimple.wordsearch', 533 ad_requests with mean bid_floor 13.4; 5 sessions in app 'in.playsimple.wordtrip', 12 ad_requests with mean bid_floor 11.9; 1 sessions in app 'se.maginteractive.rumble.free', 14 ad_requests with mean bid_floor 2.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 11576;channel is 'USA/I/bidmachine/com.DifLabs.Differences/False/566';time_since_click_in_hours is 11577;fast_imp_12h is 3;fast_click_2h is 0;rnd is 0.480303875272443;partition is 3265;segments is ['coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(104)_abdoul_V4_2000k' 'Android_ALL_IAP_abdoul_500k_05_28_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_100k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_500k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'loppipoppi.ginrummy_retargeting_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'd31845cb-6aa2-47d1-8d71-8e2aa0d41338';bid_timestamp is '2025-02-07 17:56:53';device_id is 'virt:4f2fc6d04f22fff1e6d21cb2bf8e077d';biddate is '2025-02-07';country is 'USA';app is 'com.arabola.bacolom';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'chartboost-android-sdk';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 228773;session_duration is 2000 ;seller_name is 'Chartboost SSP';seller_id is 98;content_type is 'ie';bid_floor is 1.3356 ;min_floor is 1.3356 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/chartboost-android-sdk/com.arabola.bacolom/True/98';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0795983281895637;partition is 1421;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'a24a7a55-2843-4e41-bb69-6c00c31231bd;uuid is '6c4074b9-3c60-48bf-939a-bfbe5a94ccbd';bid_timestamp is '2025-01-16 16:33:52';device_id is 'a24a7a55-2843-4e41-bb69-6c00c31231bd';biddate is '2025-01-16';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 4.64198228334718;target_cpi is 5.15555612318043;campaign is 57948;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 53;placement_historical_value is 4.509505;third_party_bid_price is ;prior_tag_impressions_count is 56 ;time_since_impression is 76608 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.38;prior_theme_impressions_count is 56;prior_tag_clicks_count is 33 ;time_since_click is '81596';hour is '2025-01-16 16:00:00+00:00';day_of_week is '3';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.block.game.jigsaw.puzzles', 2 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 13 ad_requests with mean bid_floor 1.8; 1 sessions in app 'com.peoplefun.wordcross', 4 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 9.2; 127 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 6968 ad_requests with mean bid_floor 13.1, 3 impressions of adomain 'healthsmart24.com' with mean price 3.5, 1 clicks of adomain 'newpub.co', 2 impressions of adomain 'newpub.co' with mean price 10.0, 7 clicks of adomain 'newpub.co/spades', 14 impressions of adomain 'newpub.co/spades' with mean price 4.8, 3 impressions of adomain 'oakevergames.com' with mean price 5.9, 8 impressions of adomain 'pandora.com' with mean price 3.8, 2 impressions of adomain 'peppermint-lips.com' with mean price 5.9; 3 sessions in app 'com.tripledot.woodoku', 16 ad_requests with mean bid_floor 11.4; 1 sessions in app 'in.playsimple.tripcross', 2 ad_requests with mean bid_floor 6.2; 8 sessions in app 'in.playsimple.wordtrip', 38 ad_requests with mean bid_floor 14.5; 1 sessions in app 'kjv.bible.kingjamesbible', 8 ad_requests with mean bid_floor 38.7; 65 sessions in app 'loppipoppi.dominoes', 8350 ad_requests with mean bid_floor 18.8, 2 impressions of adomain '3m.com' with mean price 0.2, 2 impressions of adomain '7-eleven.com' with mean price 0.5, 1 impressions of adomain 'acmeunited.com' with mean price 0.3, 9 impressions of adomain 'acorn.tv' with mean price 0.2, 51 impressions of adomain 'adidas.com' with mean price 0.3, 2 impressions of adomain 'admile.com' with mean price 0.2, 1 impressions of adomain 'adobe.com' with mean price 0.1, 377 impressions of adomain 'amazon.com' with mean price 0.3, 1 clicks of adomain 'amazon.com', 1 impressions of adomain 'annies.com' with mean price 0.4, 6 impressions of adomain 'arcade1up.com' with mean price 0.2, 1 impressions of adomain 'arkansas.com' with mean price 0.3, 2 impressions of adomain 'arlo.com' with mean price 0.2, 1 impressions of adomain 'ascentprotein.com' with mean price 0.5, 1 impressions of adomain 'astrazeneca.com' with mean price 0.4, 2 impressions of adomain 'att.com' with mean price 0.6, 7 impressions of adomain 'beiersdorf.com' with mean price 0.4, 1 impressions of adomain 'betus.com.pa' with mean price 0.5, 9 impressions of adomain 'blueair.com' with mean price 0.2, 1 impressions of adomain 'bluebuffalo.com' with mean price 1.1, 1 impressions of adomain 'bluechew.com' with mean price 0.3, 1 impressions of adomain 'bose.com' with mean price 0.3, 1 impressions of adomain 'bounty.com' with mean price 4.2, 1 impressions of adomain 'bragg.com' with mean price 0.5, 1 impressions of adomain 'bushbeans.com' with mean price 0.8, 11 impressions of adomain 'cadillac.com' with mean price 0.2, 1 impressions of adomain 'calvinklein.us' with mean price 0.2, 4 impressions of adomain 'cangshancutlery.com' with mean price 0.3, 4 impressions of adomain 'carhartt.com' with mean price 0.2, 5 impressions of adomain 'cash.app' with mean price 0.1, 1 impressions of adomain 'catalyst.com' with mean price 0.5, 3 impressions of adomain 'cherry.de' with mean price 0.4, 1 impressions of adomain 'chipsahoy.com' with mean price 0.1, 8 impressions of adomain 'chumbacasino.com' with mean price 0.1, 4 impressions of adomain 'churchdwight.com' with mean price 0.2, 1 impressions of adomain 'claritin.com' with mean price 0.1, 19 impressions of adomain 'clorox.com' with mean price 0.3, 3 impressions of adomain 'coca-cola.com' with mean price 0.2, 5 impressions of adomain 'coldstonecreamery.com' with mean price 0.4, 4 impressions of adomain 'colgate.com' with mean price 0.2, 5 impressions of adomain 'costco.com' with mean price 0.4, 1 impressions of adomain 'cremocompany.com' with mean price 0.1, 18 impressions of adomain 'cricut.com' with mean price 0.2, 2 impressions of adomain 'cuisinart.com' with mean price 0.3, 1 impressions of adomain 'cyberpowersystems.com' with mean price 0.3, 4 impressions of adomain 'dairyqueen.com' with mean price 0.6, 2 impressions of adomain 'dapplebaby.com' with mean price 0.5, 2 impressions of adomain 'dasher.doordash.com' with mean price 1.2, 1 impressions of adomain 'delivr.com' with mean price 0.3, 3 impressions of adomain 'delizza.us' with mean price 3.1, 1 clicks of adomain 'delizza.us', 5 impressions of adomain 'deltafaucet.com' with mean price 0.1, 7 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'deutschfamily.com' with mean price 0.6, 4 impressions of adomain 'dexcom.com' with mean price 1.1, 4 impressions of adomain 'dialsoap.com' with mean price 0.3, 4 impressions of adomain 'discovery.com' with mean price 0.5, 26 impressions of adomain 'dollargeneral.com' with mean price 0.3, 1 impressions of adomain 'doubleclick.net' with mean price 0.3, 6 impressions of adomain 'dove.com' with mean price 0.1, 1 impressions of adomain 'drinkcirkul.com' with mean price 0.2, 1 impressions of adomain 'drinkolipop.com' with mean price 0.5, 2 impressions of adomain 'drinkpoppi.com' with mean price 0.3, 2 impressions of adomain 'drybarshops.com' with mean price 0.1, 1 impressions of adomain 'dura-cleanse.com' with mean price 0.3, 2 impressions of adomain 'duromaxpower.com' with mean price 0.3, 1 impressions of adomain 'dyson.co.kr' with mean price 0.3, 1 impressions of adomain 'elementsmassage.com' with mean price 0.2, 14 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.2, 1 impressions of adomain 'energizer.com' with mean price 2.8, 1 clicks of adomain 'energizer.com', 3 impressions of adomain 'enhertu.com' with mean price 0.6, 1 impressions of adomain 'entravision.com' with mean price 0.2, 2 impressions of adomain 'evolutionfresh.com' with mean price 0.3, 1 impressions of adomain 'extclaims.com' with mean price 0.6, 1 impressions of adomain 'fedex.com' with mean price 0.9, 2 impressions of adomain 'fitbit.com' with mean price 0.2, 1 impressions of adomain 'gaiam.com' with mean price 0.2, 6 impressions of adomain 'gelighting.com' with mean price 0.2, 3 impressions of adomain 'gillette.com' with mean price 3.3, 3 impressions of adomain 'gimmesnacks.com' with mean price 0.2, 6 impressions of adomain 'globalpoker.com' with mean price 0.2, 1 impressions of adomain 'godirectinc.com' with mean price 0.1, 38 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'gopro.com' with mean price 0.9, 4 impressions of adomain 'greenmountaincoffee.com' with mean price 0.2, 1 impressions of adomain 'hachettebookgroup.com' with mean price 0.1, 1 impressions of adomain 'hain.com' with mean price 3.2, 27 impressions of adomain 'haleon.com' with mean price 0.3, 2 impressions of adomain 'healthsmart24.com' with mean price 2.5, 1 impressions of adomain 'helloned.com' with mean price 0.2, 2 impressions of adomain 'hillspet.com' with mean price 0.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.6, 4 impressions of adomain 'humann.com' with mean price 0.3, 2 impressions of adomain 'iastate.edu' with mean price 0.5, 2 impressions of adomain 'illinoislottery.com' with mean price 0.3, 2 impressions of adomain 'ingrezza.com' with mean price 0.6, 1 impressions of adomain 'instagram.com' with mean price 0.2, 4 impressions of adomain 'intuit.com' with mean price 0.3, 1 impressions of adomain 'ivory.com' with mean price 4.0, 1 impressions of adomain 'izervay.com' with mean price 0.1, 21 impressions of adomain 'jcpenny.com' with mean price 0.3, 3 impressions of adomain 'kayak.com' with mean price 0.1, 1 impressions of adomain 'kelloggs.com' with mean price 0.5, 1 impressions of adomain 'keurigdrpepper.com' with mean price 0.2, 2 impressions of adomain 'kimcrawfordwines.com' with mean price 0.1, 5 impressions of adomain 'kindsnacks.com' with mean price 2.6, 1 impressions of adomain 'kleenex.com' with mean price 0.3, 1 impressions of adomain 'kohls.com' with mean price 0.4, 1 impressions of adomain 'learningresources.com' with mean price 0.1, 4 impressions of adomain 'libtayo.com' with mean price 0.2, 3 impressions of adomain 'liquid-iv.com' with mean price 0.1, 32 impressions of adomain 'logitech.com' with mean price 0.8, 12 impressions of adomain 'lorealparisusa.com' with mean price 0.2, 1 impressions of adomain 'lumryz.com' with mean price 0.6, 1 impressions of adomain 'maxoutil.com' with mean price 0.3, 2 impressions of adomain 'mazdausa.com' with mean price 0.6, 3 impressions of adomain 'mccormick.com' with mean price 0.4, 10 impressions of adomain 'mcgratharlingtonkia.com' with mean price 0.2, 1 impressions of adomain 'medline.com' with mean price 0.3, 4 impressions of adomain 'meiomi.com' with mean price 0.1, 3 impressions of adomain 'metamucil.com' with mean price 0.4, 1 impressions of adomain 'methodproducts.com' with mean price 0.3, 5 impressions of adomain 'mh-majointhejourney.com' with mean price 0.6, 16 impressions of adomain 'miebo.com' with mean price 1.1, 1 impressions of adomain 'momentsatjewelosco.com' with mean price 0.6, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 3 impressions of adomain 'moroccanoil.com' with mean price 0.3, 3 impressions of adomain 'mrsmeyers.com' with mean price 0.2, 1 impressions of adomain 'mycarmex.com' with mean price 5.3, 1 impressions of adomain 'mycleanrevolution.com' with mean price 0.1, 1 impressions of adomain 'narcan.com' with mean price 0.1, 3 impressions of adomain 'naturesbounty.com' with mean price 0.1, 5 impressions of adomain 'niveausa.com' with mean price 0.3, 7 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 1 impressions of adomain 'nordvpn.com' with mean price 0.3, 20 impressions of adomain 'nutrafol.com' with mean price 0.2, 2 impressions of adomain 'okeeffescompany.com' with mean price 0.2, 3 impressions of adomain 'olay.com' with mean price 0.5, 1 impressions of adomain 'oldspice.com' with mean price 3.8, 1 impressions of adomain 'one1brands.com' with mean price 0.4, 1 impressions of adomain 'oneaday.com' with mean price 0.3, 3 impressions of adomain 'orgain.com' with mean price 0.2, 2 impressions of adomain 'paradisecoast.com' with mean price 0.4, 8 impressions of adomain 'paramountplus.com' with mean price 0.3, 11 impressions of adomain 'paxlovid.com' with mean price 0.8, 1 impressions of adomain 'pepsico.com' with mean price 0.1, 1 impressions of adomain 'perdue.com' with mean price 0.4, 7 impressions of adomain 'pfizer.com' with mean price 3.9, 1 impressions of adomain 'pgpro.com' with mean price 0.5, 1 impressions of adomain 'phillips66.com' with mean price 3.7, 4 impressions of adomain 'poise.com' with mean price 0.2, 2 impressions of adomain 'prestigebrands.com' with mean price 0.1, 1 impressions of adomain 'prilosecotc.com' with mean price 0.3, 15 impressions of adomain 'progressive.com' with mean price 0.4, 2 impressions of adomain 'puffs.com' with mean price 3.5, 3 impressions of adomain 'quiktrip.com' with mean price 0.7, 1 impressions of adomain 'rangeusa.com' with mean price 0.4, 1 impressions of adomain 'reckitt.com' with mean price 0.4, 2 impressions of adomain 'redbull.com' with mean price 0.3, 2 impressions of adomain 'rei.com' with mean price 0.7, 18 impressions of adomain 'revcook.com' with mean price 1.0, 4 impressions of adomain 'sallyhansen.com' with mean price 0.2, 2 impressions of adomain 'samhsa.gov' with mean price 0.2, 1 impressions of adomain 'samsung.com' with mean price 1.2, 10 impressions of adomain 'santanderus.com' with mean price 0.6, 1 impressions of adomain 'sauers.com' with mean price 0.7, 1 impressions of adomain 'schellbrothers.com' with mean price 0.3, 4 impressions of adomain 'schiffvitamins.com' with mean price 0.4, 1 impressions of adomain 'scjohnson.com' with mean price 0.3, 1 impressions of adomain 'secret.com' with mean price 0.2, 1 impressions of adomain 'shuttleart.com' with mean price 0.1, 1 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'social-innovation.hitachi' with mean price 3.4, 1 impressions of adomain 'sony.com' with mean price 1.2, 4 impressions of adomain 'sourpatchkids.com' with mean price 0.3, 1 impressions of adomain 'sportshows.com' with mean price 0.3, 1 impressions of adomain 'squareup.com' with mean price 0.3, 3 impressions of adomain 'starz.com' with mean price 0.2, 1 impressions of adomain 'steelbuildings.com' with mean price 0.3, 15 impressions of adomain 'steelseries.com' with mean price 0.3, 5 impressions of adomain 'stonyfield.com' with mean price 0.4, 2 impressions of adomain 'tempursealy.com' with mean price 0.3, 1 impressions of adomain 'thecloroxcompany.com' with mean price 0.3, 2 impressions of adomain 'thefreshmarket.com' with mean price 0.4, 1 clicks of adomain 'thefreshmarket.com', 1 impressions of adomain 'thermos.com' with mean price 0.1, 1 impressions of adomain 'toro.com' with mean price 0.4, 2 impressions of adomain 'tysonfoods.com' with mean price 0.5, 5 impressions of adomain 'unilever.com' with mean price 0.1, 4 impressions of adomain 'useactive.com' with mean price 0.1, 2 impressions of adomain 'velphoro.us' with mean price 0.2, 1 impressions of adomain 'venturi-inc.com' with mean price 0.9, 4 impressions of adomain 'vicks.com' with mean price 0.5, 1 impressions of adomain 'vinegar.com' with mean price 0.3, 110 impressions of adomain 'visittampabay.com' with mean price 0.3, 10 impressions of adomain 'vivo-us.com' with mean price 0.2, 3 impressions of adomain 'walmart.com' with mean price 0.4, 2 impressions of adomain 'weightwatchers.com' with mean price 0.7, 6 impressions of adomain 'wellsfargo.com' with mean price 0.2, 10 impressions of adomain 'whoop.com' with mean price 0.2, 25 impressions of adomain 'windycitymc.com' with mean price 0.5, 13 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 clicks of adomain 'wkkellogg.com', 1 impressions of adomain 'wrigleyfield.com' with mean price 1.0, 4 impressions of adomain 'xifaxan.com' with mean price 1.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.1, 2 impressions of adomain 'zavzpret.com' with mean price 0.5, 5 impressions of adomain 'zeroogravitygames.com' with mean price 0.3, 2 clicks of adomain 'zimmerman.com', 2 impressions of adomain 'zimmerman.com' with mean price 2.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 21;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 23;fast_imp_12h is 4;fast_click_2h is 0;rnd is 0.594648585563225;partition is 237;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7c7a6acc-1a49-473f-b56c-c63b3cacf1cc;uuid is '3ddea8fc-94ab-48a1-90a9-ae4206c61fdf';bid_timestamp is '2024-12-27 16:18:05';device_id is '7c7a6acc-1a49-473f-b56c-c63b3cacf1cc';biddate is '2024-12-27';country is 'USA';app is 'com.mobilityware.GinRummySolitaire';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 18.323071;target_cpi is 2;campaign is 57716;creative_id is 228773;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'vi';bid_floor is 18.313071 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.77;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-27 16:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '5 sessions in app 'com.easygames.race', 73 ad_requests with mean bid_floor 10.6; 4 sessions in app 'com.miniclip.eightballpool', 50 ad_requests with mean bid_floor 0.9; 14 sessions in app 'com.mobilityware.GinRummySolitaire', 1162 ad_requests with mean bid_floor 14.0, 1 impressions of adomain 'apero.global' with mean price 2.0, 1 impressions of adomain 'bidease.com_101931' with mean price 0.6, 2 clicks of adomain 'boombeauty.com', 3 impressions of adomain 'boombeauty.com' with mean price 8.0, 1 impressions of adomain 'camelgames.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.2, 1 impressions of adomain 'flixchatter.net' with mean price 0.1, 1 impressions of adomain 'gopuff.com' with mean price 0.1, 1 impressions of adomain 'healthapplines.com' with mean price 2.0, 1 impressions of adomain 'help.supercellsupport.com' with mean price 0.1, 1 clicks of adomain 'igg.com', 2 impressions of adomain 'igg.com' with mean price 4.2, 1 impressions of adomain 'jerseymikes.com' with mean price 0.1, 1 clicks of adomain 'mintegral.com', 1 impressions of adomain 'mintegral.com' with mean price 2.0, 2 impressions of adomain 'newpub.co/spades' with mean price 10.3, 2 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'pluto.tv' with mean price 2.3, 1 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'samsung.com' with mean price 0.5, 1 impressions of adomain 'scopely.com' with mean price 0.1, 1 impressions of adomain 'tech.pokergaga.net' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.1; 3 sessions in app 'in.playsimple.wordtrip', 23 ad_requests with mean bid_floor 25.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.mobilityware.GinRummySolitaire/False/192';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.76708510019039;partition is 3275;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V5_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_100k' 'bloom_com.fiogonia.dominoes_USA_1d' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '45aa2a0b-bdab-4522-9445-80e95d539d0f';bid_timestamp is '2025-01-29 2:01:02';device_id is 'virt:eb9640acb9fd260936d638473e0a61bf';biddate is '2025-01-29';country is 'USA';app is 'onet.tile.match.puzzle.android';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.34793178678366;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 155 ;seller_name is 'Amber Weather MAX';seller_id is 198;content_type is 've';bid_floor is 0.536625 ;min_floor is ;bidmachine_placement_value is 13.396525;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-29 02:00:00+00:00';day_of_week is '2';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/onet.tile.match.puzzle.android/False/198';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.93426819059567;partition is 120;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '9d5ed640-5dc0-46ce-8a1a-bd3082c45ee6;uuid is '8d1a0f6b-5999-4e15-8070-f35f0c0861d2';bid_timestamp is '2024-12-31 22:47:14';device_id is '9d5ed640-5dc0-46ce-8a1a-bd3082c45ee6';biddate is '2024-12-31';country is 'USA';app is 'com.easybrain.backgammon.board.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 10.115;target_cpi is 2.20711112664507;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'easybrain';seller_id is 33;content_type is 'ie';bid_floor is 10.105 ;min_floor is ;bidmachine_placement_value is 25;placement_historical_value is 7.824124;third_party_bid_price is ;prior_tag_impressions_count is 36 ;time_since_impression is 6626861 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.03;prior_theme_impressions_count is 36;prior_tag_clicks_count is 7 ;time_since_click is '6626859';hour is '2024-12-31 22:00:00+00:00';day_of_week is '1';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'ball.sort.color.puz.game.puzzle', 24 ad_requests with mean bid_floor 10.8; 1 sessions in app 'block.puzzle.sudoku.free.game.classic.offline', 50 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.asile.circuitwar', 127 ad_requests with mean bid_floor 6.2; 20 sessions in app 'com.blackout.spades', 1929 ad_requests with mean bid_floor 27.3, 10 impressions of adomain 'amazon.com' with mean price 0.5, 3 impressions of adomain 'coldstonecreamery.com' with mean price 0.7, 1 impressions of adomain 'maineoptometry.com' with mean price 0.2, 2 impressions of adomain 'mobilesafetytech.com' with mean price 0.6, 1 impressions of adomain 'newpub.co' with mean price 21.5, 5 impressions of adomain 'newpub.co/spades' with mean price 10.9, 2 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'skechers.com' with mean price 0.4, 1 impressions of adomain 'sprouts.com' with mean price 0.4; 13 sessions in app 'com.easybrain.backgammon.board.games', 914 ad_requests with mean bid_floor 11.0, 1 impressions of adomain 'allergan.com' with mean price 0.1, 3 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'caloptima.org' with mean price 0.1, 1 impressions of adomain 'goodnes.com' with mean price 0.9, 1 impressions of adomain 'legoland.com' with mean price 1.1, 2 impressions of adomain 'ocrevus.com' with mean price 0.6, 1 impressions of adomain 'paypal.com' with mean price 0.5, 2 impressions of adomain 'prettylitter.com' with mean price 0.7, 1 impressions of adomain 'robertrealtysd.com' with mean price 0.3, 22 impressions of adomain 'samsung.com' with mean price 0.4, 1 impressions of adomain 'tiktok.com' with mean price 1.6, 1 impressions of adomain 'xyzal.com' with mean price 0.4; 2 sessions in app 'com.everyone.keepliving', 88 ad_requests with mean bid_floor 6.1; 22 sessions in app 'com.fiogonia.cribbage', 193 ad_requests with mean bid_floor 5.3; 21 sessions in app 'com.fiogonia.hearts', 695 ad_requests with mean bid_floor 20.9; 1 sessions in app 'com.sh.tricky.relax.ticktock.mini.challenges.puzzle.games', 2 ad_requests with mean bid_floor 5.2; 10 sessions in app 'com.tripledot.blackjack', 138 ad_requests with mean bid_floor 5.7; 13 sessions in app 'com.tripledot.solitaire', 142 ad_requests with mean bid_floor 18.1; 1 sessions in app 'com.txgames.offlineGameBox', 178 ad_requests with mean bid_floor 16.0; 2 sessions in app 'com.yk.battle.simulate', 151 ad_requests with mean bid_floor 16.1; 1 sessions in app 'solitaire.arcadegames.freecard.solitaireplus.epic.klodike', 3 ad_requests with mean bid_floor 34.6; 8 sessions in app 'sorting.color.stuck.balls.block.tube.games', 165 ad_requests with mean bid_floor 3.4, 3 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'hirevelocity.com' with mean price 0.6, 1 impressions of adomain 'resideo.com' with mean price 0.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1840;channel is 'USA/I/bidmachine/com.easybrain.backgammon.board.games/False/33';time_since_click_in_hours is 1841;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.475734679754499;partition is 3715;segments is ['com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.ballytechnologies.quickhitslots_Android_CPI_install_abdoul_500k_08_20_2024' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '34ce2076-7df1-406b-8425-4b819547de58;uuid is '04511581-d3b4-41f8-9264-519f699c9410';bid_timestamp is '2025-01-18 0:44:25';device_id is '34ce2076-7df1-406b-8425-4b819547de58';biddate is '2025-01-18';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 21.2989997707855;target_cpi is 2.65596871073682;campaign is 57882;creative_id is 229286;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'ie';bid_floor is 3.1906 ;min_floor is 3.1906 ;bidmachine_placement_value is 21.2;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 3 ;time_since_impression is 115580 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.76;prior_theme_impressions_count is 3;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-18 00:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '26 sessions in app 'and.lihuhu.woober', 3795 ad_requests with mean bid_floor 37.7, 1 impressions of adomain 'allstate.com' with mean price 0.0, 1 impressions of adomain 'americangreetings.com' with mean price 0.2, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 1 impressions of adomain 'crypto.com' with mean price 0.0, 7 impressions of adomain 'dailytimes247.com' with mean price 0.5, 4 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'exmox.com' with mean price 0.0, 2 impressions of adomain 'fanniemae.com' with mean price 0.3, 1 impressions of adomain 'gourmetnut.com' with mean price 1.1, 4 impressions of adomain 'highlevelsafeguard.com' with mean price 0.4, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 2 impressions of adomain 'justdice.io' with mean price 0.0, 3 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 6 impressions of adomain 'mobilesafetytech.com' with mean price 0.4, 1 impressions of adomain 'mobilityware.com' with mean price 0.0, 17 impressions of adomain 'onlinemediasolutions.com' with mean price 0.3, 1 impressions of adomain 'papaya.com' with mean price 0.3, 3 impressions of adomain 'papayagaming.com' with mean price 2.7, 1 clicks of adomain 'papayagaming.com', 1 impressions of adomain 'paramountplus.com' with mean price 0.4, 1 impressions of adomain 'pcexpress.ca' with mean price 94.2, 3 impressions of adomain 'pfasgeorgia.com' with mean price 1.7, 1 impressions of adomain 'positiveimpacthealthcenters.org' with mean price 0.8, 4 impressions of adomain 'progressive.com' with mean price 0.2, 1 impressions of adomain 'remax.com' with mean price 0.5, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'skyscanner.com' with mean price 0.2, 2 impressions of adomain 'sleeper.com' with mean price 0.2, 3 impressions of adomain 'solitairecash.com' with mean price 1.6, 1 impressions of adomain 'temu.com' with mean price 0.1, 2 impressions of adomain 'textnow.com' with mean price 0.0, 3 impressions of adomain 'verizon.com' with mean price 0.1, 1 impressions of adomain 'wgu.edu' with mean price 1.9, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 10 sessions in app 'com.americasbestpics', 11 ad_requests with mean bid_floor 0.0; 40 sessions in app 'com.blackout.spades', 4292 ad_requests with mean bid_floor 32.2, 6 impressions of adomain 'amazon.com' with mean price 0.7, 4 impressions of adomain 'liftone.net' with mean price 1.4, 4 impressions of adomain 'newpub.co/spades' with mean price 22.3, 1 impressions of adomain 'papaya.com' with mean price 0.5, 5 impressions of adomain 'solitairecash.com' with mean price 2.8; 25 sessions in app 'com.easybrain.backgammon.board.games', 7357 ad_requests with mean bid_floor 12.9, 1 impressions of adomain 'advanceamerica.net' with mean price 0.3, 7 impressions of adomain 'amazon.com' with mean price 0.2, 9 impressions of adomain 'anheuser-busch.com' with mean price 0.3, 3 impressions of adomain 'apcu.com' with mean price 0.3, 1 impressions of adomain 'blueplatemayo.com' with mean price 0.7, 2 impressions of adomain 'boironusa.com' with mean price 0.4, 1 impressions of adomain 'clarkdietrich.com' with mean price 0.4, 4 impressions of adomain 'coca-cola.com' with mean price 1.4, 1 impressions of adomain 'com.quiz.talent.machine' with mean price 2.1, 1 impressions of adomain 'coolray.com' with mean price 0.5, 1 impressions of adomain 'delivr.com' with mean price 0.3, 9 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dollargeneral.com' with mean price 0.1, 3 impressions of adomain 'dove.com' with mean price 0.1, 1 impressions of adomain 'dph.georgia.gov' with mean price 0.2, 1 impressions of adomain 'drinkpoppi.com' with mean price 0.1, 2 impressions of adomain 'eliquis.bmscustomerconnect.com' with mean price 0.1, 1 impressions of adomain 'exmox.com' with mean price 2.7, 1 impressions of adomain 'fisglobal.com' with mean price 1.5, 1 impressions of adomain 'fortunesoo.com' with mean price 1.4, 1 impressions of adomain 'gardenoflife.com' with mean price 0.1, 15 impressions of adomain 'goldbond.com' with mean price 0.5, 1 impressions of adomain 'hallmarkchannel.com' with mean price 0.7, 1 impressions of adomain 'hhs.gov' with mean price 0.1, 10 impressions of adomain 'huggies.com' with mean price 0.5, 2 impressions of adomain 'hyundaiusa.com' with mean price 0.1, 2 impressions of adomain 'igt.com' with mean price 0.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'jorisson.com' with mean price 5.2, 3 impressions of adomain 'kellanova.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.1, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 2 impressions of adomain 'mccormick.com' with mean price 0.3, 1 impressions of adomain 'michelobultra.com' with mean price 0.3, 1 impressions of adomain 'mycashquest.com' with mean price 6.3, 1 impressions of adomain 'newpub.co/spades' with mean price 7.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 1.2, 1 impressions of adomain 'ny.gov' with mean price 0.3, 1 impressions of adomain 'oldspice.com' with mean price 0.6, 1 impressions of adomain 'orgain.com' with mean price 0.5, 2 impressions of adomain 'paramount.com' with mean price 0.1, 1 impressions of adomain 'paxlovid.com' with mean price 0.9, 3 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'perrier.com' with mean price 0.6, 3 impressions of adomain 'pg.com' with mean price 0.4, 2 impressions of adomain 'philips.com' with mean price 0.1, 1 impressions of adomain 'playabowls.com' with mean price 0.2, 3 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'pull-ups.com' with mean price 0.1, 1 impressions of adomain 'pulsz.com' with mean price 5.0, 8 impressions of adomain 'razer.com' with mean price 0.2, 1 impressions of adomain 'regalauto.com' with mean price 0.2, 1 impressions of adomain 'renewalnc.com' with mean price 0.6, 2 impressions of adomain 'samsclub.com' with mean price 0.6, 1 impressions of adomain 'shopkitchenmama.com' with mean price 0.1, 5 impressions of adomain 'solitairecash.com' with mean price 5.7, 3 impressions of adomain 'steelcase.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.1, 1 impressions of adomain 'thesimplygoodfoodscompany.com' with mean price 0.1, 10 impressions of adomain 'verizon.com' with mean price 0.1, 3 impressions of adomain 'walgreens.com' with mean price 0.7, 2 impressions of adomain 'walmart.com' with mean price 0.3, 1 impressions of adomain 'wkkellogg.com' with mean price 0.1, 1 impressions of adomain 'wooga.com' with mean price 0.1; 1 sessions in app 'com.fiogonia.yatzy', 15 ad_requests with mean bid_floor 25.1; 2 sessions in app 'com.funtomic.matchmasters', 5 ad_requests with mean bid_floor 92.2; 1 sessions in app 'com.gimica.tilematchpro', 105 ad_requests with mean bid_floor 2.9, 2 clicks of adomain 'youyungames.com', 2 impressions of adomain 'youyungames.com' with mean price 273.9; 1 sessions in app 'com.handmark.expressweather', 2 ad_requests with mean bid_floor 68.1; 1 sessions in app 'com.healthapplines.healthsense.bloodsugarhub', 3 ad_requests with mean bid_floor 153.9; 2 sessions in app 'com.justplay.app', 8 ad_requests with mean bid_floor 2.0; 1 sessions in app 'com.papaya.solitairecash', 2 ad_requests with mean bid_floor 76.0; 30 sessions in app 'com.pieyel.scrabble', 405 ad_requests with mean bid_floor 2.8, 2 impressions of adomain 'adidas.com' with mean price 0.0, 2 impressions of adomain 'adobe.com' with mean price 0.0, 1 impressions of adomain 'alignprobiotics.com' with mean price 0.3, 16 impressions of adomain 'amazon.com' with mean price 0.2, 3 impressions of adomain 'anheuser-busch.com' with mean price 0.4, 1 impressions of adomain 'att.com' with mean price 0.6, 1 impressions of adomain 'battelle.org' with mean price 0.3, 1 impressions of adomain 'beiersdorf.com' with mean price 0.5, 1 impressions of adomain 'bimbobakeriesusa.com' with mean price 0.5, 1 impressions of adomain 'biolabinc.com' with mean price 0.3, 2 impressions of adomain 'boironusa.com' with mean price 0.6, 2 impressions of adomain 'bragg.com' with mean price 0.5, 7 impressions of adomain 'brandhk.gov.hk' with mean price 0.3, 1 impressions of adomain 'carlandservice.com' with mean price 0.3, 1 impressions of adomain 'chanel.com' with mean price 0.3, 1 impressions of adomain 'claconnect.com' with mean price 0.3, 25 impressions of adomain 'coca-cola.com' with mean price 1.8, 4 impressions of adomain 'cocacola.com' with mean price 0.1, 1 impressions of adomain 'collectivemindsstore.myshopify.com' with mean price 0.2, 2 impressions of adomain 'combe.com' with mean price 0.5, 2 impressions of adomain 'danonenorthamerica.com' with mean price 0.4, 4 impressions of adomain 'denodo.com' with mean price 0.2, 2 impressions of adomain 'depend.com' with mean price 0.5, 1 impressions of adomain 'discovery.com' with mean price 0.1, 5 impressions of adomain 'disneyplus.com' with mean price 0.0, 2 impressions of adomain 'dpworld.com' with mean price 0.1, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'dulcolax.com' with mean price 0.1, 1 impressions of adomain 'eaglefoods.com' with mean price 0.5, 9 impressions of adomain 'eruditerisk.com' with mean price 0.2, 1 impressions of adomain 'fooddepot.com' with mean price 0.4, 1 impressions of adomain 'gentari.com' with mean price 0.8, 1 impressions of adomain 'georgiapower.com' with mean price 0.3, 1 impressions of adomain 'getbridge.com' with mean price 0.5, 1 impressions of adomain 'ghirardelli.com' with mean price 0.5, 1 impressions of adomain 'gillette.com' with mean price 0.5, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.3, 4 impressions of adomain 'goldbond.com' with mean price 0.2, 3 impressions of adomain 'goodnes.com' with mean price 0.6, 3 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'grainger.com' with mean price 0.3, 1 impressions of adomain 'gucu.org' with mean price 0.2, 2 impressions of adomain 'gurugame.ai' with mean price 0.0, 1 impressions of adomain 'hallmark.com' with mean price 0.3, 4 impressions of adomain 'havertys.com' with mean price 0.3, 2 impressions of adomain 'health-ade.com' with mean price 0.3, 1 impressions of adomain 'homespotter.com' with mean price 0.5, 3 impressions of adomain 'hood.com' with mean price 0.4, 1 impressions of adomain 'hp.com' with mean price 0.7, 11 impressions of adomain 'huggies.com' with mean price 0.4, 4 impressions of adomain 'icyhot.com' with mean price 0.1, 2 impressions of adomain 'jmsmucker.com' with mean price 0.4, 1 impressions of adomain 'kao.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 1 impressions of adomain 'kraftheinzcompany.com' with mean price 0.3, 16 impressions of adomain 'leaderssys.com' with mean price 0.2, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'lego.com' with mean price 0.3, 1 impressions of adomain 'lenovo.com' with mean price 0.1, 1 impressions of adomain 'mars.com' with mean price 0.0, 1 impressions of adomain 'mazdausa.com' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.5, 1 impressions of adomain 'michelobultra.com' with mean price 0.4, 4 impressions of adomain 'microsoft.com' with mean price 0.3, 2 impressions of adomain 'middleclass.sg' with mean price 0.1, 2 impressions of adomain 'mobilityware.com' with mean price 0.0, 1 impressions of adomain 'moc.gov.sa' with mean price 0.4, 3 impressions of adomain 'mondelezinternational.com' with mean price 0.3, 1 impressions of adomain 'narrative-group.com' with mean price 0.6, 1 impressions of adomain 'natrol.com' with mean price 0.6, 3 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 2 impressions of adomain 'nestleusa.com' with mean price 0.4, 1 impressions of adomain 'nordvpn.com' with mean price 0.0, 1 impressions of adomain 'numerator.com' with mean price 0.0, 1 impressions of adomain 'nutrafol.com' with mean price 0.2, 22 impressions of adomain 'nvidia.com' with mean price 0.2, 2 impressions of adomain 'olay.com' with mean price 0.4, 3 impressions of adomain 'papaya.com' with mean price 0.4, 25 impressions of adomain 'papayagaming.com' with mean price 0.5, 1 impressions of adomain 'paramount.com' with mean price 0.1, 2 impressions of adomain 'paramountplus.com' with mean price 0.2, 11 impressions of adomain 'paypal.com' with mean price 0.5, 4 impressions of adomain 'pepsi.com' with mean price 0.3, 2 impressions of adomain 'pepto-bismol.com' with mean price 0.8, 1 impressions of adomain 'pg.com' with mean price 0.6, 2 impressions of adomain 'playsimple.in' with mean price 0.0, 2 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'portofnewcastle.com.au' with mean price 0.1, 1 impressions of adomain 'postholdings.com' with mean price 0.4, 1 impressions of adomain 'premiernutrition.com' with mean price 0.3, 4 impressions of adomain 'productmadness.com' with mean price 0.1, 5 impressions of adomain 'rallit.com' with mean price 0.2, 3 impressions of adomain 'razer.com' with mean price 0.3, 1 impressions of adomain 'reckitt.com' with mean price 0.5, 1 impressions of adomain 'renewmidtown.com' with mean price 0.5, 1 impressions of adomain 'russellstover.com' with mean price 0.5, 1 impressions of adomain 'sae.org' with mean price 0.1, 3 impressions of adomain 'samsclub.com' with mean price 0.7, 5 impressions of adomain 'samsung.com' with mean price 0.1, 2 impressions of adomain 'sas.com' with mean price 0.5, 1 impressions of adomain 'secret.com' with mean price 0.3, 1 impressions of adomain 'sfdbrands.com' with mean price 0.3, 1 impressions of adomain 'smithfieldfoods.com' with mean price 0.5, 2 impressions of adomain 'smsng.co' with mean price 0.3, 8 impressions of adomain 'solitairecash.com' with mean price 0.8, 1 impressions of adomain 'starbucks.com' with mean price 0.3, 3 impressions of adomain 'stellaartois.com' with mean price 0.5, 2 impressions of adomain 'stpaulschambers.com' with mean price 0.1, 1 impressions of adomain 'subaru.com' with mean price 0.6, 1 impressions of adomain 'taylorfarms.com' with mean price 0.4, 1 impressions of adomain 'thinkjinx.com' with mean price 0.5, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'tripledotstudios.com' with mean price 0.0, 1 impressions of adomain 'tyson.com' with mean price 1.5, 1 impressions of adomain 'ubykotex.com' with mean price 0.3, 2 impressions of adomain 'ulta.com' with mean price 0.8, 1 impressions of adomain 'us-energy.com' with mean price 0.1, 1 impressions of adomain 'verizon.com' with mean price 0.4, 5 impressions of adomain 'vicks.com' with mean price 0.4, 1 impressions of adomain 'visitrichmondva.com' with mean price 0.3, 2 impressions of adomain 'walgreens.com' with mean price 0.7, 11 impressions of adomain 'walmart.com' with mean price 0.4, 1 impressions of adomain 'youtube.com' with mean price 0.1; 2 sessions in app 'com.playvalve.connect.dots', 92 ad_requests with mean bid_floor 90.3; 2 sessions in app 'com.playvalve.tc', 9 ad_requests with mean bid_floor 45.1; 1 sessions in app 'com.set.starry.plain', 17 ad_requests with mean bid_floor 20.1, 1 clicks of adomain 'click2win4life.com', 1 impressions of adomain 'click2win4life.com' with mean price 52.4; 8 sessions in app 'com.smashing.draw2', 531 ad_requests with mean bid_floor 4.8, 1 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'dramabox.com' with mean price 0.0, 1 impressions of adomain 'instacart.com' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 7.7, 1 clicks of adomain 'king.com', 1 impressions of adomain 'king.com' with mean price 4.3, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 1 impressions of adomain 'nordvpn.com' with mean price 0.1, 2 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'pentlyconger.com' with mean price 0.0, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'com.tetrox.bowl', 3 ad_requests with mean bid_floor 49.8; 1 sessions in app 'com.tripledot.solitaire', 2 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.tripledot.woodoku', 8 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.up.up.study.copper', 70 ad_requests with mean bid_floor 93.5; 5 sessions in app 'com.wonderpeople.megahitpoker.global', 15 ad_requests with mean bid_floor 109.6; 11 sessions in app 'gen.tech.impulse.android', 367 ad_requests with mean bid_floor 4.3, 28 impressions of adomain 'adidas.com' with mean price 0.0, 9 impressions of adomain 'amazon.com' with mean price 0.0, 3 impressions of adomain 'audible.com' with mean price 0.1, 1 impressions of adomain 'beachbody.com' with mean price 0.2, 1 impressions of adomain 'bumble.com' with mean price 0.0, 1 impressions of adomain 'clearlyvea.com' with mean price 0.1, 2 impressions of adomain 'doordash.com' with mean price 0.1, 1 impressions of adomain 'exmox.com' with mean price 0.1, 1 impressions of adomain 'fetchrewards.com' with mean price 0.0, 2 impressions of adomain 'gourmetnut.com' with mean price 0.3, 1 impressions of adomain 'illinoislottery.com' with mean price 0.1, 1 impressions of adomain 'joinpropel.com' with mean price 0.0, 1 impressions of adomain 'justdice.io' with mean price 0.0, 4 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'kinders.com' with mean price 1.0, 1 impressions of adomain 'learnings.ai' with mean price 0.0, 2 impressions of adomain 'learnings.com.cn' with mean price 0.0, 1 impressions of adomain 'lowes.com' with mean price 0.0, 1 impressions of adomain 'luckylandslots.com' with mean price 0.0, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'mistplay.com' with mean price 0.0, 1 impressions of adomain 'mobilityware.com' with mean price 0.1, 1 impressions of adomain 'mybambu.com' with mean price 0.0, 1 impressions of adomain 'nike.com' with mean price 0.0, 2 impressions of adomain 'papaya.com' with mean price 0.4, 1 impressions of adomain 'papayagaming.com' with mean price 0.0, 2 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 3 impressions of adomain 'podcast.com' with mean price 0.0, 2 impressions of adomain 'productmadness.com' with mean price 0.0, 1 impressions of adomain 'scopely.com' with mean price 0.0, 1 impressions of adomain 'smuckers.com' with mean price 0.2, 1 impressions of adomain 'solitairecash.com' with mean price 0.7, 2 impressions of adomain 'spider.gurugame.ai' with mean price 0.0, 2 impressions of adomain 'textnow.com' with mean price 0.0, 1 impressions of adomain 'zencolor.app' with mean price 0.0; 1 sessions in app 'in.playsimple.wordsearch', 6 ad_requests with mean bid_floor 103.6; 8 sessions in app 'in.playsimple.wordtrip', 24 ad_requests with mean bid_floor 11.1; 4 sessions in app 'net.playtowingames.casino', 107 ad_requests with mean bid_floor 136.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 32;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 0;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.344904987773479;partition is 2265;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'loppipoppi.yatzy_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.yatzy_USA_7d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_30GameCompleted_BeforeD8)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_1d' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.topultragame.slotlasvega_Android_CPA(in-app_purchase)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '82efb458-0dd3-4a30-86f2-7f1fb3ec1142;uuid is '1ce0128a-3ff6-4307-bd31-a65d2ea77440';bid_timestamp is '2025-02-05 10:05:47';device_id is '82efb458-0dd3-4a30-86f2-7f1fb3ec1142';biddate is '2025-02-05';country is 'USA';app is 'puzzle.bolts.and.nuts.wood.woody';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'TRUE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'bidmachine';raw_price is 21.8698160689061;target_cpi is 0.208961218595504;campaign is 58234;creative_id is 229142;session_duration is 0 ;seller_name is 'Bravestars Casual';seller_id is 323;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 5 ;time_since_impression is 346650 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 5;prior_tag_clicks_count is 1 ;time_since_click is '346626';hour is '2025-02-05 10:00:00+00:00';day_of_week is '2';os_version is 10;user_behavior_stats_in_past is '2 sessions in app 'bubbles.pop.power', 19 ad_requests with mean bid_floor 57.4; 1 sessions in app 'com.RastleksGames.TheShootout', 8 ad_requests with mean bid_floor 3.6; 1 sessions in app 'com.RayGaming.GrabAToy', 536 ad_requests with mean bid_floor 18.8, 5 clicks of adomain 'slotomania.com', 6 impressions of adomain 'slotomania.com' with mean price 20.0, 3 clicks of adomain 'spinxgames.com', 3 impressions of adomain 'spinxgames.com' with mean price 11.8; 5 sessions in app 'com.TreetopCrew.EarthInc', 54 ad_requests with mean bid_floor 58.3, 1 clicks of adomain 'hoteltonight.com', 1 impressions of adomain 'hoteltonight.com' with mean price 37.2; 5 sessions in app 'com.antivirus', 6 ad_requests with mean bid_floor 5.5; 4 sessions in app 'com.bigstarkids.wordtravel', 97 ad_requests with mean bid_floor 8.4, 1 impressions of adomain 'bingoblitz.com' with mean price 0.7, 2 impressions of adomain 'huuugecasino.com' with mean price 0.9, 2 clicks of adomain 'king.com', 3 impressions of adomain 'king.com' with mean price 21.1, 2 impressions of adomain 'mobile.netmarble.net' with mean price 13.2, 1 impressions of adomain 'zynga.com' with mean price 0.7; 1 sessions in app 'com.bingo.riches', 3 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.bubblepop.cannon.puzzle', 113 ad_requests with mean bid_floor 27.7; 1 sessions in app 'com.cleverapps.wondermerge', 14 ad_requests with mean bid_floor 3.4; 1 sessions in app 'com.cupcake.sea.block1010.puzzle', 27 ad_requests with mean bid_floor 27.4; 4 sessions in app 'com.descargar.musica.download.mp3.gratis.baixar.music.downloader.free.lagu', 82 ad_requests with mean bid_floor 3.2; 2 sessions in app 'com.doubleu.down.fun.party.casino.games', 186 ad_requests with mean bid_floor 16.3; 1 sessions in app 'com.easybrain.backgammon.board.games', 30 ad_requests with mean bid_floor 18.3, 1 impressions of adomain 'mobile.netmarble.net' with mean price 10.7, 3 impressions of adomain 'zynga.com' with mean price 0.3; 4 sessions in app 'com.easybrain.crossword.puzzles', 1088 ad_requests with mean bid_floor 12.7, 75 impressions of adomain 'adidas.com' with mean price 0.1, 6 impressions of adomain 'amazon.com' with mean price 0.2, 4 impressions of adomain 'api.org' with mean price 0.1, 1 impressions of adomain 'azamara.com' with mean price 0.1, 2 impressions of adomain 'brukinsa.com' with mean price 0.8, 2 impressions of adomain 'castrol.com' with mean price 0.3, 1 impressions of adomain 'covergirl.com' with mean price 0.1, 16 impressions of adomain 'cox.com' with mean price 0.3, 2 impressions of adomain 'depend.com' with mean price 0.2, 17 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'enhertu.com' with mean price 0.2, 3 impressions of adomain 'fbfs.com' with mean price 0.4, 2 impressions of adomain 'gardenoflife.com' with mean price 0.2, 2 impressions of adomain 'grainger.com' with mean price 0.8, 5 impressions of adomain 'honda.com' with mean price 0.2, 6 impressions of adomain 'huggies.com' with mean price 0.2, 3 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'irishspring.com' with mean price 0.1, 1 impressions of adomain 'kohler.com' with mean price 0.4, 2 impressions of adomain 'lamadeleine.com' with mean price 0.1, 1 impressions of adomain 'lambweston.com' with mean price 0.1, 2 impressions of adomain 'mars.com' with mean price 0.2, 1 impressions of adomain 'mikethompson.com' with mean price 0.2, 1 impressions of adomain 'navy.com' with mean price 0.2, 4 impressions of adomain 'outdoyesterday.com' with mean price 0.4, 1 impressions of adomain 'paramountplus.com' with mean price 0.1, 1 impressions of adomain 'pmi.edu' with mean price 0.4, 3 impressions of adomain 'poise.com' with mean price 0.2, 5 impressions of adomain 'santanderus.com' with mean price 0.3, 1 impressions of adomain 'smuckers.com' with mean price 0.2, 3 impressions of adomain 'sprouts.com' with mean price 0.5, 1 impressions of adomain 'steelcase.com' with mean price 0.6, 1 impressions of adomain 'stringcaninteractive.com' with mean price 0.3, 1 impressions of adomain 'theouai.com' with mean price 0.2, 1 impressions of adomain 'upsimples.com' with mean price 0.1, 2 impressions of adomain 'vitamix.com' with mean price 0.2, 8 impressions of adomain 'zynga.com' with mean price 1.0; 8 sessions in app 'com.enflick.android.TextNow', 14 ad_requests with mean bid_floor 44.0; 7 sessions in app 'com.fc.cl.screw.home.puzzle.pin.jam', 515 ad_requests with mean bid_floor 3.8, 1 impressions of adomain 'bingoblitz.com' with mean price 0.7, 1 impressions of adomain 'com.actionfit.blockcat' with mean price 0.4, 1 clicks of adomain 'freecash.com', 6 impressions of adomain 'freecash.com' with mean price 9.2, 3 impressions of adomain 'huuugegames.com' with mean price 19.7, 1 clicks of adomain 'mobile.netmarble.net', 8 impressions of adomain 'mobile.netmarble.net' with mean price 13.4, 1 clicks of adomain 'mycashery.com', 2 impressions of adomain 'mycashery.com' with mean price 8.1, 1 impressions of adomain 'playtika.com' with mean price 8.2, 1 impressions of adomain 'roblox.com' with mean price 0.3, 1 clicks of adomain 'scientificgames.com', 1 impressions of adomain 'scientificgames.com' with mean price 9.9, 4 clicks of adomain 'speedcash.com', 6 impressions of adomain 'speedcash.com' with mean price 8.8, 1 impressions of adomain 'sprouts.com' with mean price 0.7; 1 sessions in app 'com.fc.hexa.sort.color.sorting.brain.puzzle', 10 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.fc.nut.screw.bolt.washer.fastener.puzzle', 19 ad_requests with mean bid_floor 103.5; 1 sessions in app 'com.find.out.hidden.objects', 9 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.free.spider.solitaire.card.game', 17 ad_requests with mean bid_floor 8.6; 1 sessions in app 'com.funcraft.mergetower', 8 ad_requests with mean bid_floor 55.5; 6 sessions in app 'com.funcraft.wordgrams', 297 ad_requests with mean bid_floor 42.4, 4 impressions of adomain 'adidas.com' with mean price 0.2, 1 impressions of adomain 'alliedelec.com' with mean price 0.3, 1 impressions of adomain 'amazon.com' with mean price 0.3, 4 impressions of adomain 'bingoblitz.com' with mean price 0.4, 1 impressions of adomain 'coldstonecreamery.com' with mean price 0.7, 2 impressions of adomain 'example.com' with mean price 0.3, 1 clicks of adomain 'freecash.com', 3 impressions of adomain 'freecash.com' with mean price 9.3, 4 impressions of adomain 'huuugecasino.com' with mean price 0.7, 1 impressions of adomain 'huuugegames.com' with mean price 33.4, 1 clicks of adomain 'huuugegames.com', 1 impressions of adomain 'kelloggs.com' with mean price 1.4, 2 impressions of adomain 'mobile.netmarble.net' with mean price 13.9, 2 impressions of adomain 'mycashery.com' with mean price 8.7, 2 clicks of adomain 'mycashery.com', 1 impressions of adomain 'numerator.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 0.3, 4 impressions of adomain 'pearcommerce.com' with mean price 0.5, 2 impressions of adomain 'playtika.com' with mean price 1.4, 4 impressions of adomain 'slotomania.com' with mean price 10.5, 1 impressions of adomain 'spectrumretirement.com' with mean price 0.3, 1 impressions of adomain 'speedcash.com' with mean price 12.0, 5 impressions of adomain 'zynga.com' with mean price 1.1; 1 sessions in app 'com.fusion.block.puzzle', 2 ad_requests with mean bid_floor 0.1; 1 sessions in app 'com.gimica.blockholeclash', 30 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.gimica.mergeblast', 111 ad_requests with mean bid_floor 60.1, 3 impressions of adomain 'amazon.com' with mean price 0.4, 5 impressions of adomain 'bingoblitz.com' with mean price 0.6, 1 impressions of adomain 'coldbeers.com' with mean price 1.0, 1 impressions of adomain 'paulmitchell.com' with mean price 0.3, 7 impressions of adomain 'zynga.com' with mean price 0.4; 4 sessions in app 'com.gimica.solitaireverse', 118 ad_requests with mean bid_floor 97.3, 1 impressions of adomain 'bingoblitz.com' with mean price 0.3, 1 impressions of adomain 'cbsinteractive.com' with mean price 0.2, 1 impressions of adomain 'com.asselin.android.jackpotlegends' with mean price 0.2, 1 impressions of adomain 'self.inc' with mean price 0.2, 1 impressions of adomain 'speedcash.com' with mean price 15.5, 1 impressions of adomain 'vinegar.com' with mean price 0.3, 1 impressions of adomain 'xcopri.com' with mean price 0.3; 1 sessions in app 'com.gimica.wordseeker', 41 ad_requests with mean bid_floor 8.1; 2 sessions in app 'com.gosub60.sol5', 49 ad_requests with mean bid_floor 14.4; 1 sessions in app 'com.gosub60.sol5spdr2', 9 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.higgs.tilemaster3d', 8 ad_requests with mean bid_floor 3.1; 2 sessions in app 'com.idle.food.venture.fast', 16 ad_requests with mean bid_floor 380.6; 1 sessions in app 'com.ig.screw.jam.nuts.bolts', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.ig.screw.puzzle.nuts.botls', 77 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.iris.hunter.adventure', 11 ad_requests with mean bid_floor 38.2; 59 sessions in app 'com.justplay.app', 536 ad_requests with mean bid_floor 5.2, 2 impressions of adomain 'hoteltonight.com' with mean price 21.0; 2 sessions in app 'com.lilyxgame.cleanit', 92 ad_requests with mean bid_floor 60.5, 1 impressions of adomain 'magicinminot.com' with mean price 1.1, 1 impressions of adomain 'slotomania.com' with mean price 31.0; 3 sessions in app 'com.master.triple3d.find', 27 ad_requests with mean bid_floor 3.5; 1 sessions in app 'com.mergeland.alices.wonder.adventure', 7 ad_requests with mean bid_floor 7.0; 2 sessions in app 'com.miniit.iracing', 49 ad_requests with mean bid_floor 48.3, 1 clicks of adomain 'hoteltonight.com', 1 impressions of adomain 'hoteltonight.com' with mean price 29.1; 3 sessions in app 'com.minutemoney.playtime.games.earn.free.rewards.cash.app.make.money.paid.surveys', 3 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.no1ornothing.color.water.sort.woody.puzzle', 137 ad_requests with mean bid_floor 106.8; 1 sessions in app 'com.oakgames.linked2248.numberpuzzle', 8 ad_requests with mean bid_floor 4.7; 1 sessions in app 'com.playvalve.connect.dots', 485 ad_requests with mean bid_floor 87.2, 1 impressions of adomain 'mobile.netmarble.net' with mean price 14.3, 1 impressions of adomain 'spinxgames.com' with mean price 4.5; 1 sessions in app 'com.playvalve.wsjourney', 318 ad_requests with mean bid_floor 94.5, 3 impressions of adomain 'jardiance.com' with mean price 2.4, 1 impressions of adomain 'opzelura.com' with mean price 1.4, 1 impressions of adomain 'www.progressive.com' with mean price 0.6; 1 sessions in app 'com.redcat.hypermarket', 92 ad_requests with mean bid_floor 4.5, 1 clicks of adomain 'almedia.co', 1 impressions of adomain 'almedia.co' with mean price 24.1, 1 clicks of adomain 'freecash.com', 1 impressions of adomain 'freecash.com' with mean price 13.0, 1 clicks of adomain 'mycashery.com', 1 impressions of adomain 'mycashery.com' with mean price 17.4, 1 clicks of adomain 'speedcash.com', 1 impressions of adomain 'speedcash.com' with mean price 14.6; 2 sessions in app 'com.scopely.yux', 12 ad_requests with mean bid_floor 24.1; 1 sessions in app 'com.spcomes.hellotown', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.sports.real.golf.rival.online', 81 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.staplegames.spades', 10 ad_requests with mean bid_floor 33.9; 3 sessions in app 'com.staplegames.yatzy', 123 ad_requests with mean bid_floor 60.0; 1 sessions in app 'com.swiftgames.survival', 6 ad_requests with mean bid_floor 4.9; 2 sessions in app 'com.tree.idle.catsnackbar', 19 ad_requests with mean bid_floor 4.6, 1 impressions of adomain 'huuugegames.com' with mean price 6.1, 1 impressions of adomain 'slotomania.com' with mean price 41.4; 5 sessions in app 'com.unicostudio.braintest', 138 ad_requests with mean bid_floor 7.4, 5 clicks of adomain 'almedia.co', 8 impressions of adomain 'almedia.co' with mean price 34.4, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 clicks of adomain 'hoteltonight.com', 4 impressions of adomain 'hoteltonight.com' with mean price 11.9, 1 clicks of adomain 'mobile.netmarble.net', 1 impressions of adomain 'mobile.netmarble.net' with mean price 11.6, 1 clicks of adomain 'speedcash.com', 1 impressions of adomain 'speedcash.com' with mean price 11.7; 4 sessions in app 'com.unicostudio.braintestlegacy', 108 ad_requests with mean bid_floor 5.5, 3 clicks of adomain 'almedia.co', 4 impressions of adomain 'almedia.co' with mean price 34.5, 3 impressions of adomain 'amazon.com' with mean price 0.6, 3 impressions of adomain 'cox.com' with mean price 0.6, 1 impressions of adomain 'opi.com' with mean price 0.8, 1 clicks of adomain 'playtowingames.net', 5 impressions of adomain 'playtowingames.net' with mean price 17.5, 1 impressions of adomain 'santanderus.com' with mean price 0.8, 1 impressions of adomain 'zynga.com' with mean price 1.2; 6 sessions in app 'com.unicostudio.cryptoletter', 146 ad_requests with mean bid_floor 4.3, 2 impressions of adomain 'playtowingames.net' with mean price 9.0; 2 sessions in app 'com.unicostudio.popularwords', 103 ad_requests with mean bid_floor 4.2, 1 impressions of adomain 'huuugegames.com' with mean price 0.9, 1 clicks of adomain 'mobile.netmarble.net', 1 impressions of adomain 'mobile.netmarble.net' with mean price 9.9; 3 sessions in app 'com.wildcard.classicspades', 33 ad_requests with mean bid_floor 4.8, 2 impressions of adomain 'bingoblitz.com' with mean price 0.8, 1 impressions of adomain 'curaleaf.com' with mean price 0.9, 1 impressions of adomain 'freecash.com' with mean price 0.6, 1 impressions of adomain 'playstudios.com' with mean price 1.1; 1 sessions in app 'com.wildlifestudios.merge.slot.gilded.gardens', 13 ad_requests with mean bid_floor 349.5; 1 sessions in app 'com.wood.nuts.bolts.woodpuzzle.woodnuts', 3 ad_requests with mean bid_floor 1.8; 2 sessions in app 'com.wood.nuts.wood.puzzle.nut.bolt.unscrew', 425 ad_requests with mean bid_floor 30.0, 1 impressions of adomain 'albertsons.com' with mean price 1.4, 3 clicks of adomain 'huuugegames.com', 4 impressions of adomain 'huuugegames.com' with mean price 56.3, 1 clicks of adomain 'scientificgames.com', 1 impressions of adomain 'scientificgames.com' with mean price 16.2, 1 clicks of adomain 'slotomania.com', 2 impressions of adomain 'slotomania.com' with mean price 22.4; 1 sessions in app 'es.socialpoint.MonsterLegends', 4 ad_requests with mean bid_floor 6.3; 5 sessions in app 'find.easy.hidden.differences', 447 ad_requests with mean bid_floor 14.4; 1 sessions in app 'in.crossy.daily_crossword', 4 ad_requests with mean bid_floor 5.9; 3 sessions in app 'in.playsimple.wordsearch', 246 ad_requests with mean bid_floor 17.0, 4 impressions of adomain 'bingoblitz.com' with mean price 0.3, 1 impressions of adomain 'flixchatter.net' with mean price 0.4, 1 impressions of adomain 'illinoislottery.com' with mean price 0.3, 4 clicks of adomain 'king.com', 6 impressions of adomain 'king.com' with mean price 22.1, 1 impressions of adomain 'mobile.netmarble.net' with mean price 23.3, 1 impressions of adomain 'slotomania.com' with mean price 0.5, 1 impressions of adomain 'zynga.com' with mean price 0.6; 3 sessions in app 'in.playsimple.wordtrip', 39 ad_requests with mean bid_floor 8.0; 1 sessions in app 'net.happywit.numberblast', 76 ad_requests with mean bid_floor 1.9, 2 impressions of adomain 'madrigalpharma.com' with mean price 0.8, 2 impressions of adomain 'mobile.netmarble.net' with mean price 12.5, 1 impressions of adomain 'mycashery.com' with mean price 0.2, 1 impressions of adomain 'roblox.com' with mean price 0.1, 1 impressions of adomain 'self.inc' with mean price 0.1, 3 impressions of adomain 'speedcash.com' with mean price 6.4, 1 impressions of adomain 'valhalla-survival.com' with mean price 0.1; 2 sessions in app 'oogway.buildthecar.idlegame.carfactory.simulator', 2 ad_requests with mean bid_floor 0.0; 3 sessions in app 'org.smapps.sort', 110 ad_requests with mean bid_floor 14.8; 5 sessions in app 'puzzle.bolts.and.nuts.wood.woody', 325 ad_requests with mean bid_floor 5.7, 2 impressions of adomain 'amazon.com' with mean price 0.4, 4 impressions of adomain 'bingoblitz.com' with mean price 0.4, 2 impressions of adomain 'huuugecasino.com' with mean price 0.4, 2 clicks of adomain 'huuugegames.com', 5 impressions of adomain 'huuugegames.com' with mean price 37.4, 5 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co' with mean price 16.9, 1 impressions of adomain 'spectrumretirement.com' with mean price 1.2, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.4; 1 sessions in app 'screw.pin.out.sort.puzzle.games', 246 ad_requests with mean bid_floor 37.7, 2 clicks of adomain 'speedcash.com', 2 impressions of adomain 'speedcash.com' with mean price 11.5; 4 sessions in app 'spot.hidden.difference', 972 ad_requests with mean bid_floor 5.4, 1 impressions of adomain 'amazon.com' with mean price 0.8, 1 clicks of adomain 'com.tacticalsyndicate.assess', 4 impressions of adomain 'com.tacticalsyndicate.assess' with mean price 6.2, 1 impressions of adomain 'cox.com' with mean price 0.4, 1 impressions of adomain 'hims.com' with mean price 0.5, 1 impressions of adomain 'kelloggs.com' with mean price 0.6, 2 impressions of adomain 'mbkseniorliving.com' with mean price 0.9, 1 impressions of adomain 'mcluck.com' with mean price 4.6, 4 impressions of adomain 'mobile.netmarble.net' with mean price 10.4, 1 clicks of adomain 'mobile.netmarble.net', 1 clicks of adomain 'mycashery.com', 1 impressions of adomain 'mycashery.com' with mean price 5.9, 421 impressions of adomain 'paramountplus.com' with mean price 0.6, 1 clicks of adomain 'pulszbingo.com', 1 impressions of adomain 'pulszbingo.com' with mean price 9.3, 4 clicks of adomain 'slotomania.com', 8 impressions of adomain 'slotomania.com' with mean price 12.8, 3 clicks of adomain 'speedcash.com', 4 impressions of adomain 'speedcash.com' with mean price 11.0, 1 impressions of adomain 'speedway.com' with mean price 0.4, 1 impressions of adomain 'sprouts.com' with mean price 0.5, 1 impressions of adomain 'tr.com.apps.drill.and.collect' with mean price 0.2, 2 clicks of adomain 'wgames.com', 3 impressions of adomain 'wgames.com' with mean price 5.7; 2 sessions in app 'trivia.quiz.trivia.star.millionaire.word.question.offine.game.free', 188 ad_requests with mean bid_floor 26.5; 1 sessions in app 'word.connect.free', 6 ad_requests with mean bid_floor 73.8; 1 sessions in app 'world.playme.x', 13 ad_requests with mean bid_floor 4.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 96;channel is 'USA/I/bidmachine/puzzle.bolts.and.nuts.wood.woody/True/323';time_since_click_in_hours is 96;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.0104935950275498;partition is 1568;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V6_500k' 'bm_clickers_newpubco_klondikesolitaire_similar_apps_for_Moloco_Liftoff_Smadex' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'bm_clickers_on_casino_newpubco_klondikesolitaire_for_Moloco_Liftoff_Smadex' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.redcell.goldandgoblins_Android_CPA(RV_start)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_100k' 'and.lihuhu.findmatch_apps_embeddings_similarity' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.murka.scatterslots_apps_embeddings_similarity' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'explore' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'closet.match.pair.matching.games_Android_CPA(day_2_start)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7a60c49f-7b71-4d67-a609-ebf9e611b994;uuid is '2490c085-b68e-41d4-8441-6083db4fba51';bid_timestamp is '2025-02-03 4:01:08';device_id is '7a60c49f-7b71-4d67-a609-ebf9e611b994';biddate is '2025-02-03';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 5.98738574485832;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 30.916667;placement_historical_value is 5.803328;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 414302 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.61;prior_theme_impressions_count is 6;prior_tag_clicks_count is 3 ;time_since_click is '1065690';hour is '2025-02-03 04:00:00+00:00';day_of_week is '0';os_version is 14;user_behavior_stats_in_past is '4 sessions in app 'com.block.juggle', 29 ad_requests with mean bid_floor 3.1; 452 sessions in app 'com.metropcs.metrozone', 2775 ad_requests with mean bid_floor 91.5; 27 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1562 ad_requests with mean bid_floor 13.9, 2 clicks of adomain 'healthprimal.com', 2 impressions of adomain 'healthprimal.com' with mean price 10.1, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 6.0, 2 clicks of adomain 'newpub.co/spades', 2 impressions of adomain 'newpub.co/spades' with mean price 20.2, 1 clicks of adomain 'oakevergames.com', 3 impressions of adomain 'oakevergames.com' with mean price 12.6; 10 sessions in app 'com.vitastudio.mahjong', 457 ad_requests with mean bid_floor 38.5, 1 impressions of adomain 'addyi.com' with mean price 0.1, 3 impressions of adomain 'adidas.com' with mean price 0.4, 21 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'campingworld.com' with mean price 0.1, 3 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'claconnect.com' with mean price 0.2, 2 impressions of adomain 'flixchatter.net' with mean price 0.3, 1 impressions of adomain 'mccormick.com' with mean price 0.2, 1 impressions of adomain 'nestle-watersna.com' with mean price 0.3, 1 impressions of adomain 'oldspice.com' with mean price 0.4, 1 impressions of adomain 'patagonia.com' with mean price 0.1, 4 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'purestorage.com' with mean price 0.1, 1 impressions of adomain 'revibemenshealth.com' with mean price 0.2, 2 impressions of adomain 'sfdbrands.com' with mean price 0.5, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'taxact.com' with mean price 0.2, 1 impressions of adomain 'tesco.com' with mean price 0.5, 1 impressions of adomain 'uco.edu' with mean price 0.8, 1 impressions of adomain 'vasafitness.com' with mean price 0.3; 5 sessions in app 'com.vitastudio.solitaire', 248 ad_requests with mean bid_floor 45.3, 1 impressions of adomain 'amazon.com' with mean price 0.1, 1 impressions of adomain 'chumbacasino.com' with mean price 0.2, 1 impressions of adomain 'depend.com' with mean price 0.4, 1 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'jackinthebox.com' with mean price 1.7, 1 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'papamurphys.com' with mean price 0.3, 1 impressions of adomain 'paramountplus.com' with mean price 1.0, 1 impressions of adomain 'progressive.com' with mean price 0.4, 4 impressions of adomain 'sfdbrands.com' with mean price 0.6, 12 impressions of adomain 'walmart.com' with mean price 1.7; 3 sessions in app 'in.playsimple.wordtrip', 5 ad_requests with mean bid_floor 29.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 115;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 296;fast_imp_12h is 1;fast_click_2h is 1;rnd is 0.330552213685228;partition is 2931;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_40GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'closet.match.pair.matching.games_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_HYP3_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_500k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V7_HIGH_PRICE_LOW_VAR_AG_100k_01_25_2025' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'com.ballytechnologies.quickhitslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '78cf4dce-8bc7-401d-855e-9a4ce48abfa5;uuid is '67388346-3bc3-4465-bc18-a3a32bb39897';bid_timestamp is '2024-12-14 4:40:41';device_id is '78cf4dce-8bc7-401d-855e-9a4ce48abfa5';biddate is '2024-12-14';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 8.41348450630903;target_cpi is 2;campaign is 57577;creative_id is 228773;session_duration is 11 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.166;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 3719762 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.31;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '3719756';hour is '2024-12-14 04:00:00+00:00';day_of_week is '5';os_version is 10;user_behavior_stats_in_past is '38 sessions in app 'com.block.blast.free.cube.puzzle.game', 1170 ad_requests with mean bid_floor 27.2, 97 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'advanceamerica.net' with mean price 0.1, 29 impressions of adomain 'amazon.com' with mean price 0.3, 2 impressions of adomain 'aveeno.com' with mean price 0.2, 1 impressions of adomain 'basementcorrectors.com' with mean price 0.3, 1 impressions of adomain 'biobidet.com' with mean price 0.2, 3 impressions of adomain 'cadillac.com' with mean price 0.0, 1 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coca-cola.com' with mean price 0.2, 2 impressions of adomain 'covergirl.com' with mean price 0.3, 1 impressions of adomain 'doordash.com' with mean price 0.0, 3 impressions of adomain 'dosedaily.co' with mean price 0.3, 1 impressions of adomain 'drbrownsbaby.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 2 impressions of adomain 'flyfoxgames.com' with mean price 0.0, 6 impressions of adomain 'gurugame.ai' with mean price 0.1, 2 impressions of adomain 'haleon.com' with mean price 0.2, 1 impressions of adomain 'homes.com' with mean price 0.1, 10 impressions of adomain 'hungrystudio.com' with mean price 6.3, 8 clicks of adomain 'hungrystudio.com', 11 clicks of adomain 'hungrystudio.com/blocks', 14 impressions of adomain 'hungrystudio.com/blocks' with mean price 10.5, 1 impressions of adomain 'jcpenny.com' with mean price 0.0, 3 impressions of adomain 'lifeextension.com' with mean price 0.2, 1 impressions of adomain 'liquid-iv.com' with mean price 0.2, 1 impressions of adomain 'listerine.com' with mean price 0.3, 4 impressions of adomain 'marcus.com' with mean price 0.1, 1 impressions of adomain 'naturesway.com' with mean price 0.2, 1 impressions of adomain 'ngeorgiacdltraining.com' with mean price 0.3, 8 impressions of adomain 'nucala.com' with mean price 0.2, 5 impressions of adomain 'nutrafol.com' with mean price 0.2, 1 impressions of adomain 'orville.com' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 1 impressions of adomain 'paramountplus.com' with mean price 0.2, 1 impressions of adomain 'pfister.com' with mean price 0.2, 1 impressions of adomain 'pinckneyhugogroup.com' with mean price 0.4, 2 impressions of adomain 'sallyhansen.com' with mean price 0.1, 1 impressions of adomain 'seventhgeneration.com' with mean price 0.1, 1 impressions of adomain 'shoppersvoice.com' with mean price 0.1, 3 impressions of adomain 'smuckers.com' with mean price 0.1, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.0, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'toyota.com' with mean price 0.6, 2 impressions of adomain 'tripledotstudios.com' with mean price 0.1, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'ucan.co' with mean price 0.2, 30 impressions of adomain 'votejeffdavis.com' with mean price 0.2, 4 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2, 2 impressions of adomain 'www.vitastudio.ai' with mean price 0.1, 1 impressions of adomain 'yourradioplace.com' with mean price 0.3, 1 impressions of adomain 'zephyrmobile.com' with mean price 0.1, 1 impressions of adomain 'zyrtec.com' with mean price 0.1; 1 sessions in app 'com.funnyprank.sounds.fake.haircut.prank', 10 ad_requests with mean bid_floor 4.2; 30 sessions in app 'com.littleengine.wordpal', 4704 ad_requests with mean bid_floor 4.8, 3 impressions of adomain 'aboutschwab.com' with mean price 3.0, 2 impressions of adomain 'adidas.com' with mean price 0.0, 23 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'api.org' with mean price 0.2, 2 impressions of adomain 'banksinfo.com' with mean price 0.2, 4 impressions of adomain 'breakingnewsbrief.com' with mean price 0.0, 4 impressions of adomain 'cityteachingalliance.org' with mean price 0.3, 42 impressions of adomain 'costco.com' with mean price 0.0, 2 impressions of adomain 'delltechnologies.com' with mean price 0.2, 1 impressions of adomain 'discoverwithoutbarriers.org' with mean price 0.2, 6 impressions of adomain 'disneyplus.com' with mean price 0.0, 1 impressions of adomain 'dnamobileapps.com' with mean price 0.0, 1 impressions of adomain 'ershares.com' with mean price 0.5, 2 impressions of adomain 'esco.com' with mean price 7.6, 1 impressions of adomain 'executivematchmakers.com' with mean price 0.3, 1 impressions of adomain 'ezcater.com' with mean price 19.0, 1 impressions of adomain 'foodbuy.com' with mean price 0.6, 1 impressions of adomain 'freestylelibre.us' with mean price 0.0, 1 impressions of adomain 'hadenclaims.com' with mean price 11.1, 2 impressions of adomain 'hartenergy.com' with mean price 0.2, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.1, 2 impressions of adomain 'hightempinc.com' with mean price 0.7, 2 impressions of adomain 'international.com' with mean price 0.5, 1 impressions of adomain 'jotun.com' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 5 impressions of adomain 'linktr.ee' with mean price 7.1, 9 impressions of adomain 'microseismic.com' with mean price 4.1, 1 impressions of adomain 'midtowncapadvisors.com' with mean price 0.3, 1 impressions of adomain 'mig-now.com' with mean price 0.5, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'mosyle.com' with mean price 0.6, 4 impressions of adomain 'nucala.com' with mean price 0.1, 1 impressions of adomain 'oneaday.com' with mean price 0.2, 15 impressions of adomain 'onlinemediasolutions.com' with mean price 0.0, 2 impressions of adomain 'paintbynumber.app' with mean price 0.0, 1 impressions of adomain 'paloaltonetworks.com' with mean price 7.3, 1 impressions of adomain 'pandora.com' with mean price 0.2, 1 impressions of adomain 'petex.com' with mean price 1.0, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 2 impressions of adomain 'precoa.com' with mean price 5.6, 5 impressions of adomain 'priceline.com' with mean price 0.0, 2 impressions of adomain 'propipenorthamerica.com' with mean price 0.4, 1 impressions of adomain 'purdue.edu' with mean price 0.2, 1 impressions of adomain 'refuels.com' with mean price 0.7, 1 impressions of adomain 'siig.com' with mean price 0.3, 2 impressions of adomain 'simscrane.com' with mean price 0.2, 10 impressions of adomain 'starbucks.com' with mean price 0.1, 1 impressions of adomain 'textnow.com' with mean price 0.0, 2 impressions of adomain 'thermofisher.com' with mean price 3.9, 2 impressions of adomain 'tiktok.com' with mean price 1.4, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'torani.com' with mean price 0.1, 8 impressions of adomain 'toyota.com' with mean price 0.4, 11 impressions of adomain 'txoga.org' with mean price 3.5, 1 impressions of adomain 'uphold.com' with mean price 0.0, 1 impressions of adomain 'veracyte.com' with mean price 0.4, 20 impressions of adomain 'votejeffdavis.com' with mean price 0.3, 1 impressions of adomain 'walgreens.com' with mean price 0.6, 1 impressions of adomain 'walmart.com' with mean price 0.1, 1 impressions of adomain 'weber.com' with mean price 0.2, 1 impressions of adomain 'williams.com' with mean price 1.1, 2 impressions of adomain 'williamsauction.com' with mean price 5.2, 1 impressions of adomain 'www.mobileprotectionzone.com' with mean price 0.0, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.0, 1 impressions of adomain 'zales.com' with mean price 0.8; 30 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1190 ad_requests with mean bid_floor 13.3, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 7.0; 1 sessions in app 'com.tripledot.woodoku', 6 ad_requests with mean bid_floor 10.7; 4 sessions in app 'in.playsimple.wordtrip', 17 ad_requests with mean bid_floor 10.8';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1033;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 1033;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.719295809471242;partition is 1023;segments is ['com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '7380eba7-1e46-4549-89aa-ac67c22619e7;uuid is '647c62d5-7f97-4fc4-8a39-106ad6c1b6a3';bid_timestamp is '2025-02-01 6:19:57';device_id is '7380eba7-1e46-4549-89aa-ac67c22619e7';biddate is '2025-02-01';country is 'USA';app is 'gin.rummy.ginrummy.free.online.offline.classic.card.game';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 9.1483721997053;target_cpi is 2;campaign is 58210;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vi';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is 13.164042;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 1060003 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.56;prior_theme_impressions_count is 8;prior_tag_clicks_count is 6 ;time_since_click is '1059970';hour is '2025-02-01 06:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '1 sessions in app 'brain.blow.quest', 14 ad_requests with mean bid_floor 5.5; 1 sessions in app 'car.line.race', 9 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.GalacticSlice.OneBitAdventure', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.LoopGames.Domino', 140 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.Seriously.BestFiends', 2 ad_requests with mean bid_floor 47.9; 1 sessions in app 'com.SpektraGames.ParkingMasterMultiplayer2', 2 ad_requests with mean bid_floor 3.4; 8 sessions in app 'com.TikGames.DominoMaster', 258 ad_requests with mean bid_floor 4.3, 3 clicks of adomain 'newpub.co/spades', 4 impressions of adomain 'newpub.co/spades' with mean price 25.3; 2 sessions in app 'com.appsinnova.weatherforecast.liveweather', 2 ad_requests with mean bid_floor 27.7; 1 sessions in app 'com.battle.of.tank.steel', 12 ad_requests with mean bid_floor 49.8; 1 sessions in app 'com.bingo.blitz.pets.bash', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.blackout.spades', 153 ad_requests with mean bid_floor 35.4, 1 impressions of adomain 'amazon.com' with mean price 0.5; 2 sessions in app 'com.blackout.word', 17 ad_requests with mean bid_floor 3.2; 1 sessions in app 'com.block.juggle', 10 ad_requests with mean bid_floor 34.6; 1 sessions in app 'com.breakingnewsbrief.app', 2 ad_requests with mean bid_floor 1.4; 3 sessions in app 'com.catdaddy.phoenix', 4 ad_requests with mean bid_floor 17.2; 1 sessions in app 'com.cmgames.CoinCars', 4 ad_requests with mean bid_floor 5.9; 1 sessions in app 'com.deletepuzzle.dop', 1 ad_requests with mean bid_floor 0.0; 7 sessions in app 'com.ea.game.maddenmobile15_row', 8 ad_requests with mean bid_floor 5.2; 33 sessions in app 'com.ea.gp.maddennfl21mobile', 603 ad_requests with mean bid_floor 56.1; 14 sessions in app 'com.econogames.bible.wordsearch.gp', 1848 ad_requests with mean bid_floor 64.1, 1 impressions of adomain 'brightway.com' with mean price 2.5, 4 impressions of adomain 'cdw.com' with mean price 1.0, 2 impressions of adomain 'crystalcoastnc.org' with mean price 0.5, 6 impressions of adomain 'dynamichealthcarolinas.com' with mean price 1.2, 1 impressions of adomain 'marriott.com' with mean price 0.6, 1 impressions of adomain 'marshproperties.com' with mean price 0.8, 1 impressions of adomain 'mihomes.com' with mean price 1.2, 1 impressions of adomain 'priscillamccall.com' with mean price 0.9, 2 impressions of adomain 'progressive.com' with mean price 0.8, 1 impressions of adomain 'sattotires.com' with mean price 0.4, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2, 1 impressions of adomain 'thebrinkleyapts.com' with mean price 1.4, 1 impressions of adomain 'thompsoncff.org' with mean price 0.4; 2 sessions in app 'com.fiogonia.gin', 24 ad_requests with mean bid_floor 10.2; 1 sessions in app 'com.free.drawing.coloring.book.paint.by.number', 10 ad_requests with mean bid_floor 5.7; 1 sessions in app 'com.game.space.shooter2', 6 ad_requests with mean bid_floor 0.0; 45 sessions in app 'com.gameloft.android.ANMP.GloftA9HM', 271 ad_requests with mean bid_floor 92.7; 1 sessions in app 'com.gamepie.airpolice', 9 ad_requests with mean bid_floor 21.1; 1 sessions in app 'com.gxs.karatefighting.superhero.king.fighting.games', 12 ad_requests with mean bid_floor 26.4; 4 sessions in app 'com.hit.master', 75 ad_requests with mean bid_floor 6.2, 2 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'gurugame.ai' with mean price 0.2; 20 sessions in app 'com.hutchgames.cccg', 97 ad_requests with mean bid_floor 39.3; 1 sessions in app 'com.idle.train.empire.sim.tycoon', 1 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.instabridge.android', 26 ad_requests with mean bid_floor 71.5; 9 sessions in app 'com.intensedev.biblesolitaire.gp', 1106 ad_requests with mean bid_floor 66.3, 2 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 25.2; 2 sessions in app 'com.kiaora.dominoes', 282 ad_requests with mean bid_floor 56.3; 1 sessions in app 'com.kiloo.subwaysurf', 19 ad_requests with mean bid_floor 100.5; 1 sessions in app 'com.mediapro.entertainment.freeringtone', 1 ad_requests with mean bid_floor 0.0; 8 sessions in app 'com.metajoy.offlinedominoes', 170 ad_requests with mean bid_floor 11.5, 1 impressions of adomain 'bowlingcrew.com' with mean price 0.4, 1 impressions of adomain 'newpub.co' with mean price 19.6; 3 sessions in app 'com.miracle.block.smash.journey', 46 ad_requests with mean bid_floor 2.9; 1 sessions in app 'com.mytona.outgun', 3 ad_requests with mean bid_floor 24.5; 1 sessions in app 'com.rage.road', 15 ad_requests with mean bid_floor 30.3; 2 sessions in app 'com.tripledot.solitaire', 64 ad_requests with mean bid_floor 6.5, 4 impressions of adomain 'coca-cola.com' with mean price 0.5; 7 sessions in app 'com.tripledot.woodoku', 202 ad_requests with mean bid_floor 6.8, 4 impressions of adomain 'geico.com' with mean price 0.6, 1 impressions of adomain 'kidultlovin.com' with mean price 0.0, 1 impressions of adomain 'simplebro.co' with mean price 0.1, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 1 impressions of adomain 'walgreens.com' with mean price 0.9, 1 impressions of adomain 'www.learnings.ai' with mean price 0.2; 2 sessions in app 'com.trivia.star.android', 37 ad_requests with mean bid_floor 131.8, 1 clicks of adomain 'consumertestconnect.com', 1 impressions of adomain 'consumertestconnect.com' with mean price 24.6; 1 sessions in app 'com.vng.g6.a.zombie', 6 ad_requests with mean bid_floor 60.9; 1 sessions in app 'com.wifianalyzer.wifispotsmater.wifipasswordkey', 2 ad_requests with mean bid_floor 16.4; 1 sessions in app 'com.zombie.gun.shooter', 7 ad_requests with mean bid_floor 62.5; 1 sessions in app 'dh3games.generalknowledgequiz', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'games.blockheads.sudoku.puzzle.match.bombayplay', 47 ad_requests with mean bid_floor 47.7; 1 sessions in app 'ghost.shooting.sniper.real3d.action.free.android', 6 ad_requests with mean bid_floor 2.0; 24 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 1336 ad_requests with mean bid_floor 3.7, 1 impressions of adomain 'aaa.com' with mean price 0.9, 4 impressions of adomain 'acostainc.com' with mean price 0.7, 1 impressions of adomain 'celadonbooks.com' with mean price 0.4, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.8, 4 impressions of adomain 'dotax.com' with mean price 0.9, 1 impressions of adomain 'drpepper.com' with mean price 0.4, 1 impressions of adomain 'greatsouthernhomes.com' with mean price 0.8, 2 impressions of adomain 'intuit.com' with mean price 0.7, 4 impressions of adomain 'marshproperties.com' with mean price 0.6, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 9.1, 4 impressions of adomain 'progressive.com' with mean price 0.5, 1 impressions of adomain 'shoppersvoice.com' with mean price 1.1, 4 impressions of adomain 'walgreens.com' with mean price 0.6; 3 sessions in app 'in.playsimple.wordsearch', 114 ad_requests with mean bid_floor 10.2, 1 impressions of adomain 'discover.com' with mean price 0.2, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.4, 1 impressions of adomain 'walmart.com' with mean price 0.3; 3 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 5.4; 47 sessions in app 'kjv.bible.kingjamesbible', 5577 ad_requests with mean bid_floor 45.5, 2 clicks of adomain 'activision.com', 2 impressions of adomain 'activision.com' with mean price 18.4, 1 impressions of adomain 'allstate.com' with mean price 2.6; 5 sessions in app 'loppipoppi.dominoes', 40 ad_requests with mean bid_floor 3.5, 1 impressions of adomain 'eastcoastwings.com' with mean price 1.4, 1 impressions of adomain 'scopely.com' with mean price 10.7, 1 impressions of adomain 'walgreens.com' with mean price 0.2, 2 impressions of adomain 'zeroogravitygames.com' with mean price 0.5; 1 sessions in app 'sniper.gun.zombie.shooting', 1 ad_requests with mean bid_floor 4.5; 7 sessions in app 'triple.match.master.car.games.aldagames.com', 495 ad_requests with mean bid_floor 63.3';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 294;channel is 'USA/V/bidmachine/gin.rummy.ginrummy.free.online.offline.classic.card.game/False/482';time_since_click_in_hours is 294;fast_imp_12h is 1;fast_click_2h is 0;rnd is 0.202397427649488;partition is 1023;segments is ['com.block.juggle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(dc_fortune_5000_BeforeD8)_abdoul_V4_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'bloom_com.tripledot.solitaire_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V3_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.ttterbagames.businesssimulator_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPA(105)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_80' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_100k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_100k' 'and.brainworks.nummatch_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.vitastudio.mahjong_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_AG_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'closet.match.pair.matching.games_Android_CPA(level_2)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPI(install)_abdoul_V5_MMP_100k_21_12_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.block.juggle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_1d' 'closet.match.pair.matching.games_Android_CPA(level_3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.block.juggle_Android_CPI_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_500k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.block.juggle_Android_CPA(s_ad_revenue_to_af3)_abdoul_V3_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_light_V6_100k' 'bloom_com.blackout.spades_USA_95' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'a8b71973-f388-4e2b-897c-28c7260b5240';bid_timestamp is '2025-01-28 18:03:29';device_id is 'virt:e52faa94dd16aba083b695b3ad03602b';biddate is '2025-01-28';country is 'USA';app is 'com.JindoBlu.OfflineGames';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '0d73c0f2f6fbeaf2041a929b6e0b1f76';display_manager is 'applovin';raw_price is 1.87498507419748;target_cpi is 1.2;campaign is 58196;creative_id is 229142;session_duration is 776 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'fisherman_introplayer';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 18:00:00+00:00';day_of_week is '1';os_version is 12;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.JindoBlu.OfflineGames/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.492076957477905;partition is 0;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b43764ec-135f-4093-8494-962600b5f7e3;uuid is 'b5edaa8f-1582-450c-b41b-e9e2c8cc5e46';bid_timestamp is '2025-02-08 6:39:42';device_id is 'b43764ec-135f-4093-8494-962600b5f7e3';biddate is '2025-02-08';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 2.6840741772556;target_cpi is 4.36090693655213;campaign is 58290;creative_id is 229286;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'ie';bid_floor is 2.1465 ;min_floor is ;bidmachine_placement_value is 30.916667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 47 ;time_since_impression is 548378 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.42;prior_theme_impressions_count is 47;prior_tag_clicks_count is 15 ;time_since_click is '548375';hour is '2025-02-08 06:00:00+00:00';day_of_week is '5';os_version is 11;user_behavior_stats_in_past is '26 sessions in app 'com.blackout.spades', 5445 ad_requests with mean bid_floor 25.8, 15 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'arlo.com' with mean price 5.3, 3 impressions of adomain 'clorox.com' with mean price 0.4, 1 impressions of adomain 'galderma.com' with mean price 0.4, 6 impressions of adomain 'journeecollection.com' with mean price 0.4, 1 impressions of adomain 'mygreenmattress.com' with mean price 0.2, 2 impressions of adomain 'neutrogena.com' with mean price 2.6, 1 clicks of adomain 'newpub.co/klondikesolitaire', 2 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 5.1, 7 impressions of adomain 'newpub.co/spades' with mean price 3.9, 1 impressions of adomain 'nutrafol.com' with mean price 0.4, 1 impressions of adomain 'paulmitchell.com' with mean price 0.4; 33 sessions in app 'com.fiogonia.hearts', 5145 ad_requests with mean bid_floor 25.0; 43 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 1974 ad_requests with mean bid_floor 14.0, 2 impressions of adomain 'capvaxive.com' with mean price 0.5, 1 impressions of adomain 'coachmonique.com' with mean price 1.3, 1 impressions of adomain 'janssen.com' with mean price 1.7, 1 impressions of adomain 'lenkersdorfer.com' with mean price 1.2, 6 impressions of adomain 'northernvalleylaw.com' with mean price 1.0, 1 impressions of adomain 'sandersonfarms.com' with mean price 0.4, 3 impressions of adomain 'ssf-lawfirm.com' with mean price 1.2, 4 impressions of adomain 'tysonmarinatedmeats.com' with mean price 0.4, 1 impressions of adomain 'usa.edu' with mean price 0.7, 2 impressions of adomain 'wainua.com' with mean price 2.2, 2 impressions of adomain 'walgreens.com' with mean price 0.7; 30 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 1315 ad_requests with mean bid_floor 13.1, 2 clicks of adomain 'newpub.co', 3 impressions of adomain 'newpub.co' with mean price 2.4, 3 clicks of adomain 'newpub.co/spades', 9 impressions of adomain 'newpub.co/spades' with mean price 7.0, 2 impressions of adomain 'oakevergames.com' with mean price 2.0; 2 sessions in app 'com.tripledot.solitaire', 5 ad_requests with mean bid_floor 2.7; 5 sessions in app 'com.tripledot.woodoku', 33 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.wildcard.classicspades', 48 ad_requests with mean bid_floor 4.2, 8 impressions of adomain 'amazon.com' with mean price 0.4, 6 impressions of adomain 'coca-cola.com' with mean price 0.3, 3 impressions of adomain 'google.com' with mean price 0.2, 1 impressions of adomain 'lairdsuperfood.com' with mean price 0.3, 1 impressions of adomain 'palmers.com' with mean price 0.3; 28 sessions in app 'cribbage.card.game.classic.board.offline.multiplayer.poker.dice.score', 655 ad_requests with mean bid_floor 1.0, 1 impressions of adomain 'android.com' with mean price 2.4, 1 impressions of adomain 'crystalcoastnc.org' with mean price 0.6, 1 impressions of adomain 'kao.com' with mean price 1.5, 1 impressions of adomain 'liveatbearrunvillage.com' with mean price 1.5, 1 impressions of adomain 'mobilesafetytech.com' with mean price 0.5, 1 clicks of adomain 'neutrogena.com', 2 impressions of adomain 'neutrogena.com' with mean price 10.1, 3 impressions of adomain 'newpub.co/spades' with mean price 3.1, 2 impressions of adomain 'shop.foodlion.com' with mean price 0.5, 1 impressions of adomain 'ssf-lawfirm.com' with mean price 1.3, 1 impressions of adomain 'walgreens.com' with mean price 0.8; 6 sessions in app 'in.playsimple.wordtrip', 56 ad_requests with mean bid_floor 10.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 152;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 152;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.378987691694207;partition is 3448;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k_rnd_A' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_AG_100k_21_12_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.Eventyr.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V7_Baseline_AG_100k_01_25_2025' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.yatzy_retargeting_Android_CPA(dc_10GameEnd_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '38452918-1989-48c1-9b45-f2685f1a5ca5;uuid is 'dae0f218-f371-4fa4-99b5-b628b6cd0aee';bid_timestamp is '2024-12-18 15:37:08';device_id is '38452918-1989-48c1-9b45-f2685f1a5ca5';biddate is '2024-12-18';country is 'USA';app is 'dinosaur.gjk.wk.wallpaper';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 2.2208917115589;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 1417 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vie';bid_floor is 1.9 ;min_floor is 0.0212 ;bidmachine_placement_value is 2.12;placement_historical_value is ;third_party_bid_price is 1.9;prior_tag_impressions_count is 1 ;time_since_impression is 504575 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.97;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '504558';hour is '2024-12-18 15:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '6 sessions in app 'com.DifLabs.Differences', 28 ad_requests with mean bid_floor 125.5; 1 sessions in app 'com.balloon.triple.match.master3d.game', 8 ad_requests with mean bid_floor 10.7, 1 impressions of adomain 'higgsgamestudio.com' with mean price 1.5; 13 sessions in app 'com.blackout.spades', 1159 ad_requests with mean bid_floor 30.7, 1 impressions of adomain 'ascentmtncreek.com' with mean price 0.7, 1 impressions of adomain 'samsung.com' with mean price 1.2, 1 impressions of adomain 'visitsanantonio.com' with mean price 0.7; 3 sessions in app 'com.find.difference.puzzle.spot.fun', 66 ad_requests with mean bid_floor 3.0, 2 impressions of adomain 'homes.com' with mean price 0.7, 2 impressions of adomain 'parksideso7ftworth.com' with mean price 0.9; 1 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 3 ad_requests with mean bid_floor 2.3; 6 sessions in app 'com.find.spot.photo.hunt.differences.free.hidden', 93 ad_requests with mean bid_floor 3.6, 2 impressions of adomain 'amazon.com' with mean price 0.2, 1 impressions of adomain 'nordicnaturals.com' with mean price 0.3, 2 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.3; 2 sessions in app 'com.fiogonia.hearts', 49 ad_requests with mean bid_floor 14.0; 34 sessions in app 'com.fiogonia.spades', 5784 ad_requests with mean bid_floor 43.7; 1 sessions in app 'com.gma.water.sort.puzzle', 2 ad_requests with mean bid_floor 5.5; 1 sessions in app 'com.hearts.solitaire.plus.offline.free.card.games', 8 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.hidden.object.find.beauty.search.games.free', 16 ad_requests with mean bid_floor 0.8; 3 sessions in app 'com.many.differences.spot.find', 15 ad_requests with mean bid_floor 4.3; 342 sessions in app 'com.metropcs.metrozone', 1889 ad_requests with mean bid_floor 107.6; 52 sessions in app 'com.mobilityware.Spades', 3325 ad_requests with mean bid_floor 13.0, 1 clicks of adomain 'azurgames.com', 1 impressions of adomain 'azurgames.com' with mean price 21.8, 1 impressions of adomain 'bestplay.app' with mean price 5.3, 2 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 17.0, 1 clicks of adomain 'instacart.com', 5 impressions of adomain 'instacart.com' with mean price 4.8, 1 impressions of adomain 'squareup.com' with mean price 5.7, 2 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 6.0; 6 sessions in app 'com.mystery.hidden.objects.find.clue.puzzle.games.free', 108 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'santanderus.com' with mean price 0.8, 1 impressions of adomain 'starbucks.com' with mean price 0.5, 2 impressions of adomain 'starz.com' with mean price 0.6, 1 impressions of adomain 'tiktok.com' with mean price 1.4; 1 sessions in app 'com.playvalve.solitaire', 1 ad_requests with mean bid_floor 5.1; 55 sessions in app 'com.scavenger.hunt.find.my.cat.hidden.object.free.brainly.game', 1966 ad_requests with mean bid_floor 8.5, 1 impressions of adomain '3m.com' with mean price 0.2, 1 impressions of adomain 'accrufer.com' with mean price 0.1, 40 impressions of adomain 'adidas.com' with mean price 0.1, 3 impressions of adomain 'ads.netapop.com' with mean price 0.0, 5 impressions of adomain 'albertsons.com' with mean price 0.3, 21 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'app.boostr.com' with mean price 0.2, 2 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'fanniemae.com' with mean price 0.1, 1 impressions of adomain 'generaltire.com' with mean price 0.1, 1 impressions of adomain 'grainger.com' with mean price 0.4, 5 impressions of adomain 'gulfshores.com' with mean price 0.1, 5 impressions of adomain 'homes.com' with mean price 0.3, 1 impressions of adomain 'hormelfoods.com' with mean price 0.1, 1 impressions of adomain 'hsn.com' with mean price 0.2, 16 impressions of adomain 'hydrow.com' with mean price 0.3, 1 impressions of adomain 'jigsaw.puzzle.game' with mean price 0.0, 3 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'mondelezinternational.com' with mean price 0.2, 1 impressions of adomain 'neabortionresources.org' with mean price 0.1, 1 impressions of adomain 'newpub.co' with mean price 9.4, 1 clicks of adomain 'newpub.co', 1 clicks of adomain 'newpub.co/spades', 1 impressions of adomain 'newpub.co/spades' with mean price 43.0, 2 impressions of adomain 'nordvpn.com' with mean price 0.1, 1 impressions of adomain 'nortonlifelock.com' with mean price 0.5, 3 impressions of adomain 'nutrafol.com' with mean price 0.3, 2 impressions of adomain 'nutramaxlabs.com' with mean price 0.2, 2 impressions of adomain 'off-stamp.com' with mean price 0.8, 7 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'pedialyte.com' with mean price 0.3, 2 impressions of adomain 'pens.com' with mean price 0.1, 1 impressions of adomain 'pepsibottlingventures.com' with mean price 1.6, 1 impressions of adomain 'peterpiperpizza.com' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.0, 1 impressions of adomain 'poise.com' with mean price 0.2, 4 impressions of adomain 'pro.sunnyplay.bid' with mean price 0.0, 1 impressions of adomain 'r1cu.org' with mean price 0.5, 1 impressions of adomain 'rockandbrewscasinobraman.com' with mean price 0.2, 1 impressions of adomain 'russellstover.com' with mean price 0.4, 2 impressions of adomain 'simonandschuster.com' with mean price 0.0, 4 impressions of adomain 'sleepnumber.com' with mean price 0.3, 1 impressions of adomain 'sling.com' with mean price 0.2, 2 impressions of adomain 'standardinsurance.net' with mean price 0.3, 2 impressions of adomain 'sunnyskiescbd.com' with mean price 0.1, 1 impressions of adomain 'swarovski.com' with mean price 0.1, 1 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 4 impressions of adomain 'thasegawa.com' with mean price 0.2, 5 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'winstar.com' with mean price 0.2, 1 impressions of adomain 'yourlifeiowa.org' with mean price 0.2, 9 impressions of adomain 'yummydealszone.com' with mean price 0.0; 2 sessions in app 'com.solitaire.card', 3 ad_requests with mean bid_floor 13.8; 1 sessions in app 'com.tripledot.woodoku', 9 ad_requests with mean bid_floor 4.0; 2 sessions in app 'com.trustedapp.filerecovery.photo.recovery', 2 ad_requests with mean bid_floor 55.0; 2 sessions in app 'com.veraxen.ftd', 13 ad_requests with mean bid_floor 10.3; 1 sessions in app 'com.vitastudio.mahjong', 0 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.yolo.differences.findmaster', 12 ad_requests with mean bid_floor 26.3, 1 impressions of adomain 'amazon.com' with mean price 0.3; 3 sessions in app 'com.yolo.hiddenobjects', 51 ad_requests with mean bid_floor 26.6; 43 sessions in app 'dinosaur.gjk.wk.wallpaper', 810 ad_requests with mean bid_floor 0.7; 14 sessions in app 'find.difference.spot.differences.hidden.puzzle.games.free', 179 ad_requests with mean bid_floor 2.5, 5 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'drybarshops.com' with mean price 0.5, 2 impressions of adomain 'gardenoflife.com' with mean price 0.6, 1 impressions of adomain 'luckylandslots.com' with mean price 0.1, 2 impressions of adomain 'mondelezinternational.com' with mean price 0.5, 1 impressions of adomain 'paramount.com' with mean price 0.3, 1 impressions of adomain 'playsimple.in' with mean price 0.1, 1 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'progressive.com' with mean price 0.7, 1 impressions of adomain 'squareup.com' with mean price 0.1, 1 impressions of adomain 'uniden.com' with mean price 0.5; 5 sessions in app 'find.difference.spot.hidden.differences.detective', 7 ad_requests with mean bid_floor 34.9; 5 sessions in app 'find.differences.puzzle.games.spot.free', 55 ad_requests with mean bid_floor 1.7; 2 sessions in app 'games.taplab.thejourney', 30 ad_requests with mean bid_floor 69.1; 2 sessions in app 'hidden.objects.find.it.out.seek.puzzle.games.free', 38 ad_requests with mean bid_floor 1.7; 1 sessions in app 'in.playsimple.wordtrip', 2 ad_requests with mean bid_floor 26.5; 4 sessions in app 'puzzle.game.find.differences', 36 ad_requests with mean bid_floor 1.7; 4 sessions in app 'spot.hidden.difference', 48 ad_requests with mean bid_floor 4.4, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'frostbank.com' with mean price 0.5, 2 impressions of adomain 'goldbond.com' with mean price 0.9, 2 impressions of adomain 'icyhot.com' with mean price 0.6, 1 impressions of adomain 'samsung.com' with mean price 0.8, 1 impressions of adomain 'tamu.edu' with mean price 0.5';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 140;channel is 'USA/I/applovin/dinosaur.gjk.wk.wallpaper/False/117';time_since_click_in_hours is 140;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.866484883647359;partition is 634;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_100k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.block.juggle_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_7d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_pics_finished_5)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'explore' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V4_2mln'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '1dd4ff87-7f06-4f1e-abde-500ebca1627d;uuid is '5046c959-c982-4282-9127-e67d801c3832';bid_timestamp is '2025-02-07 17:56:55';device_id is '1dd4ff87-7f06-4f1e-abde-500ebca1627d';biddate is '2025-02-07';country is 'USA';app is 'com.qrcode.quick.scango';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 50;target_cpi is 3;campaign is 58358;creative_id is 219049;session_duration is 1922 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vp';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 6.288135;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-07 17:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'co.aviagames.bingo.samsung', 2 ad_requests with mean bid_floor 8.1; 1 sessions in app 'co.aviagames.mtp.solitaire.samsung', 2 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.balloon.master.cube.match', 15 ad_requests with mean bid_floor 5.7; 2 sessions in app 'com.bhe.tiles', 222 ad_requests with mean bid_floor 115.5; 1 sessions in app 'com.dfp.qrt.cei', 12 ad_requests with mean bid_floor 4.9; 5 sessions in app 'com.document.tools.all', 11 ad_requests with mean bid_floor 4.3; 1 sessions in app 'com.funtomic.matchmasters', 2 ad_requests with mean bid_floor 3.7; 3 sessions in app 'com.globalplay.birdsort2.color.puzzle', 44 ad_requests with mean bid_floor 13.9; 1 sessions in app 'com.gramgames.mergedragons', 4 ad_requests with mean bid_floor 229.7; 2 sessions in app 'com.justplay.app', 25 ad_requests with mean bid_floor 4.1; 1 sessions in app 'com.merging.time.game.foxd.balls.puzzle', 9 ad_requests with mean bid_floor 4.9; 2 sessions in app 'com.papaya.bubblecash', 3 ad_requests with mean bid_floor 1.7; 2 sessions in app 'com.papaya.solitairecash', 4 ad_requests with mean bid_floor 1.1; 2 sessions in app 'com.playvalve.ballsort', 9 ad_requests with mean bid_floor 61.8; 5 sessions in app 'com.playvalve.watersort', 75 ad_requests with mean bid_floor 70.5; 4 sessions in app 'com.qrcode.quick.scango', 74 ad_requests with mean bid_floor 2.6; 1 sessions in app 'com.snapqr.scanmaster.qrcode', 2 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tile.match.connect.game', 6 ad_requests with mean bid_floor 0.9; 4 sessions in app 'com.trpz.travel', 22 ad_requests with mean bid_floor 2.1; 2 sessions in app 'com.unicostudio.tilematch', 14 ad_requests with mean bid_floor 23.6; 1 sessions in app 'com.use.specie.scratch.card', 28 ad_requests with mean bid_floor 645.3; 1 sessions in app 'cx.breeze.cleaner', 176 ad_requests with mean bid_floor 16.0; 1 sessions in app 'mahjong.free.games', 7 ad_requests with mean bid_floor 90.0; 1 sessions in app 'messages.sms.messenger.text.messaging.mms.ai', 4 ad_requests with mean bid_floor 3.8; 5 sessions in app 'messenger.sms', 5 ad_requests with mean bid_floor 0.0; 3 sessions in app 'messenger.sms.launcher.home.screen', 3 ad_requests with mean bid_floor 0.0; 8 sessions in app 'sms.app.messages.app.message.box.message.me', 13 ad_requests with mean bid_floor 4.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/applovin/com.qrcode.quick.scango/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.53857969531843;partition is 1698;segments is ['com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_mmp_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'f1da9960-4c63-402b-889b-31e5bf4ef467;uuid is 'e5d1e4ea-df5b-43df-80a4-76906da3ad0a';bid_timestamp is '2025-01-04 2:20:48';device_id is 'f1da9960-4c63-402b-889b-31e5bf4ef467';biddate is '2025-01-04';country is 'USA';app is 'com.blackout.gin';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 11.4652177691462;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 67.84;placement_historical_value is 5.096395;third_party_bid_price is ;prior_tag_impressions_count is 8 ;time_since_impression is 4132 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.47;prior_theme_impressions_count is 8;prior_tag_clicks_count is 7 ;time_since_click is '4225';hour is '2025-01-04 02:00:00+00:00';day_of_week is '5';os_version is 12;user_behavior_stats_in_past is '28 sessions in app 'com.blackout.gin', 9460 ad_requests with mean bid_floor 5.5, 1 impressions of adomain 'adidas.com' with mean price 0.2, 29 impressions of adomain 'amazon.com' with mean price 0.3, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 2 impressions of adomain 'benjaminone.com' with mean price 0.1, 1 impressions of adomain 'bumble.com' with mean price 0.1, 1 impressions of adomain 'calvinklein.us' with mean price 0.2, 1 impressions of adomain 'castrol.com' with mean price 0.2, 1 impressions of adomain 'consumertestconnect.com' with mean price 33.2, 1 impressions of adomain 'cslplasma.com' with mean price 0.5, 1 impressions of adomain 'dave.com' with mean price 0.2, 4 impressions of adomain 'disneyplus.com' with mean price 0.2, 9 impressions of adomain 'doordash.com' with mean price 0.2, 2 impressions of adomain 'dyson.com' with mean price 0.3, 6 impressions of adomain 'haleon.com' with mean price 2.8, 1 impressions of adomain 'hillspet.com' with mean price 0.5, 4 impressions of adomain 'instacart.com' with mean price 0.1, 1 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 15 impressions of adomain 'justdice.io' with mean price 0.2, 3 impressions of adomain 'justplayapps.com' with mean price 0.1, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 3 impressions of adomain 'lorealparisusa.com' with mean price 0.3, 5 impressions of adomain 'luckylandslots.com' with mean price 0.1, 1 impressions of adomain 'marcus.com' with mean price 0.1, 3 impressions of adomain 'mattel163.com' with mean price 0.2, 1 impressions of adomain 'meetme.com' with mean price 0.0, 1 impressions of adomain 'methodproducts.com' with mean price 0.2, 2 impressions of adomain 'mistplay.com' with mean price 0.0, 10 impressions of adomain 'mobilityware.com' with mean price 0.5, 4 impressions of adomain 'nutramaxlabs.com' with mean price 0.3, 1 impressions of adomain 'oneaday.com' with mean price 0.4, 1 impressions of adomain 'orgain.com' with mean price 0.2, 1 impressions of adomain 'paramount.com' with mean price 0.5, 7 impressions of adomain 'pepsico.com' with mean price 0.2, 2 impressions of adomain 'pinterest.com' with mean price 18.0, 1 clicks of adomain 'pinterest.com', 4 impressions of adomain 'playsimple.in' with mean price 0.1, 2 impressions of adomain 'presidentialbrewing.com' with mean price 1.2, 6 impressions of adomain 'productmadness.com' with mean price 0.1, 1 impressions of adomain 'safefed.org' with mean price 0.8, 1 impressions of adomain 'samsung.com' with mean price 0.2, 3 impressions of adomain 'scfederal.org' with mean price 0.2, 9 impressions of adomain 'shipt.com' with mean price 0.3, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'sleeper.com' with mean price 0.3, 4 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.1, 2 impressions of adomain 'solitairecollection.gurugame.ai' with mean price 0.1, 10 impressions of adomain 'squareup.com' with mean price 2.0, 1 clicks of adomain 'squareup.com', 2 impressions of adomain 'strivectin.com' with mean price 0.2, 25 impressions of adomain 'textnow.com' with mean price 0.2, 1 impressions of adomain 'thescea.org' with mean price 0.2, 1 impressions of adomain 'tiktok.com' with mean price 3.0, 4 impressions of adomain 'tirepros.com' with mean price 2.4, 1 impressions of adomain 'tylenol.com' with mean price 0.2, 1 impressions of adomain 'walgreens.com' with mean price 0.8, 2 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.free.games.cake.smash.mania.puzzle', 17 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.gamee.dragon.kingdom.castle.match.story.puzzle', 38 ad_requests with mean bid_floor 0.3, 1 impressions of adomain 'firstcommunityfc.com' with mean price 0.7, 2 impressions of adomain 'usa.edu' with mean price 0.8; 3 sessions in app 'com.king.candycrushsodasaga', 15 ad_requests with mean bid_floor 3.7; 237 sessions in app 'com.metropcs.metrozone', 1134 ad_requests with mean bid_floor 101.9; 1 sessions in app 'com.mwg.word.garden', 2 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.sgn.geniesandgems.gp', 120 ad_requests with mean bid_floor 167.8; 3 sessions in app 'com.toybomb.blast.cubecrush.free', 101 ad_requests with mean bid_floor 3.4; 2 sessions in app 'com.tripledot.woodoku', 2 ad_requests with mean bid_floor 2.3; 2 sessions in app 'com.uspex.hts', 30 ad_requests with mean bid_floor 3.5; 8 sessions in app 'com.yfactorysoft.CatCrunch', 32 ad_requests with mean bid_floor 2.6; 1 sessions in app 'in.playsimple.wordtrip', 4 ad_requests with mean bid_floor 10.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.blackout.gin/False/247';time_since_click_in_hours is 1;fast_imp_12h is 3;fast_click_2h is 1;rnd is 0.275847074785308;partition is 1064;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_100k' 'com.mobilityware.spider_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_100k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_100k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'loppipoppi.numbermatch_retargeting_Android_CPA(106)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_100k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_100k' 'com.newpubco.spades_retargeting_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_retargeting_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_retargeting_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V5_100k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V5_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_retargeting_Android_CPI_abdoul_V4_2000k' 'bloom_com.fiogonia.spades_USA_80' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is 'ce6c148e-602e-487e-8379-d948698cbd31';bid_timestamp is '2024-12-31 16:38:59';device_id is 'virt:e48254128c58076fee0b356401cfc46a';biddate is '2024-12-31';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 11.7344344263341;target_cpi is 3.8;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-31 16:00:00+00:00';day_of_week is '1';os_version is 11;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.377459057423496;partition is 3406;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is ';uuid is '04fae34a-f41e-4acd-9b98-3323b4889108';bid_timestamp is '2024-12-28 13:26:18';device_id is 'virt:d635e5370a1d1aba2be4d42aaa8b1781';biddate is '2024-12-28';country is 'USA';app is 'spades.classic.card.free.online.offline.multiplayer';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 6.63305708097097;target_cpi is 4;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-28 13:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/bidmachine/spades.classic.card.free.online.offline.multiplayer/False/482';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.65828179137547;partition is 2675;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'd4ae029f-df74-4585-89e6-0736c092e8b2;uuid is '38a6a066-8da7-4c07-ae45-dfce7bd13c33';bid_timestamp is '2025-01-28 15:11:33';device_id is 'd4ae029f-df74-4585-89e6-0736c092e8b2';biddate is '2025-01-28';country is 'USA';app is 'com.LoopGames.Domino';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'ironsource';raw_price is 3.22069948499407;target_cpi is 1.2;campaign is 58196;creative_id is 228773;session_duration is 0 ;seller_name is 'Ironsource SSP';seller_id is 137;content_type is 'vi';bid_floor is 0.860918 ;min_floor is 0.860918 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-28 15:00:00+00:00';day_of_week is '1';os_version is 14;user_behavior_stats_in_past is '7 sessions in app 'com.LoopGames.Domino', 207 ad_requests with mean bid_floor 0.1, 1 impressions of adomain 'nubank.com.br' with mean price 1.6; 30 sessions in app 'com.evermatch', 95 ad_requests with mean bid_floor 7.8; 1 sessions in app 'com.ihappydate', 2 ad_requests with mean bid_floor 0.0; 60 sessions in app 'com.panda.likerro', 106 ad_requests with mean bid_floor 0.4; 1 sessions in app 'com.rika.app', 19 ad_requests with mean bid_floor 26.4; 13 sessions in app 'gin.rummy.ginrummy.free.online.offline.classic.card.game', 249 ad_requests with mean bid_floor 0.5, 4 clicks of adomain 'nubank.com.br', 6 impressions of adomain 'nubank.com.br' with mean price 0.9; 3 sessions in app 'in.playsimple.wordsearch', 47 ad_requests with mean bid_floor 0.6, 1 impressions of adomain 'renault.com.br' with mean price 0.1; 9 sessions in app 'ru.fotostrana.sweetmeet', 55 ad_requests with mean bid_floor 17.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/ironsource/com.LoopGames.Domino/False/137';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.793092056919514;partition is 900;segments is [] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '28c563b1-c6b5-4185-bd78-e6f583f4d1f5;uuid is '73c1203f-2d04-4047-b48e-033e262b29cc';bid_timestamp is '2025-01-08 5:29:33';device_id is '28c563b1-c6b5-4185-bd78-e6f583f4d1f5';biddate is '2025-01-08';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'applovin';raw_price is 8.94871501804335;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 6 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 0.026949;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 27 ;time_since_impression is 59653 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 1.04;prior_theme_impressions_count is 27;prior_tag_clicks_count is 5 ;time_since_click is '22084345';hour is '2025-01-08 05:00:00+00:00';day_of_week is '2';os_version is 14;user_behavior_stats_in_past is '2 sessions in app 'beetles.puzzle.solitaire', 72 ad_requests with mean bid_floor 1.2; 1 sessions in app 'com.alien.shooter.galaxy.attack', 16 ad_requests with mean bid_floor 6.4; 1 sessions in app 'com.blackout.spades', 19 ad_requests with mean bid_floor 4.7; 87 sessions in app 'com.fiogonia.spades', 35193 ad_requests with mean bid_floor 30.8; 1 sessions in app 'com.flashlight.callflash.ringingbet', 3 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.gamee.projectmakeover.pullthepin.puzzle', 36 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 20 ad_requests with mean bid_floor 0.4; 2 sessions in app 'com.newpubco.spades', 36 ad_requests with mean bid_floor 9.0, 2 impressions of adomain 'sentral.com' with mean price 1.5; 1 sessions in app 'com.onegame.airattack.planegames', 1 ad_requests with mean bid_floor 5.2; 2 sessions in app 'com.onegame.chickenshooter', 19 ad_requests with mean bid_floor 7.7; 1 sessions in app 'com.os.airforce', 2 ad_requests with mean bid_floor 21.6; 2 sessions in app 'com.peoplefun.wordcross', 17 ad_requests with mean bid_floor 6.1; 1 sessions in app 'com.pvstcv.pbrowser', 4 ad_requests with mean bid_floor 17.3; 9 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 320 ad_requests with mean bid_floor 14.4; 2 sessions in app 'e3c34df6574784a31f659ecd41914491', 0 ad_requests with mean bid_floor 0.0; 2 sessions in app 'in.crossy.daily_crossword', 9 ad_requests with mean bid_floor 9.2; 6 sessions in app 'in.playsimple.wordtrip', 19 ad_requests with mean bid_floor 14.6; 2 sessions in app 'solitaire.collection.klondike.card.games.free.game', 20 ad_requests with mean bid_floor 2.1, 1 impressions of adomain 'support.spaceflightsimulator.app' with mean price 0.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 16;channel is 'USA/V/applovin/com.spades.solitaire.online.plus.offline.free.card.games/False/117';time_since_click_in_hours is 6135;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.0931728089027509;partition is 637;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'b91f81bf-0303-4cac-ba9b-8c9026fcc10b;uuid is '704474be-b478-4c26-9c5a-aabc7b2d5faa';bid_timestamp is '2025-02-06 22:40:25';device_id is 'b91f81bf-0303-4cac-ba9b-8c9026fcc10b';biddate is '2025-02-06';country is 'USA';app is 'videoplayer.videodownloader.downloader';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'applovin';raw_price is 3.75916485279072;target_cpi is 4;campaign is 58266;creative_id is 229286;session_duration is 192 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'ie';bid_floor is 0.11 ;min_floor is 0.010706 ;bidmachine_placement_value is ;placement_historical_value is ;third_party_bid_price is 0.11;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 0.29;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-02-06 22:00:00+00:00';day_of_week is '3';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'clubillion.social.slots.casino.friends.free.android', 5 ad_requests with mean bid_floor 52.5; 1 sessions in app 'com.MadApper.StackEmUp', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.Survival.Escape.Challenge', 12 ad_requests with mean bid_floor 30.5; 1 sessions in app 'com.YsoCorp.DigMergeDeeper', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.YsoCorp.WoodGuy', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.actionfit.atlantis', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.amanotes.db', 1 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.briox.riversip.android.tech.science', 1 ad_requests with mean bid_floor 0.0; 4 sessions in app 'com.codeway.brainapp', 8 ad_requests with mean bid_floor 5.4; 1 sessions in app 'com.dobrogamesdg.squid.candy.game', 19 ad_requests with mean bid_floor 67.5; 1 sessions in app 'com.donkeycat.checkers', 1 ad_requests with mean bid_floor 0.0; 2 sessions in app 'com.enflick.android.TextNow', 10 ad_requests with mean bid_floor 74.8; 1 sessions in app 'com.fuseboxgames.loveisland', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.kevin.deadslope', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.lavendrapp.lavendr', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.sorrykick.ScrewPuzzles', 46 ad_requests with mean bid_floor 17.0; 1 sessions in app 'com.squid.challenge.survival.games.tap.challenge', 4 ad_requests with mean bid_floor 3.9; 1 sessions in app 'com.tripledot.blackjack', 27 ad_requests with mean bid_floor 18.4, 1 clicks of adomain 'freecash.com', 1 impressions of adomain 'freecash.com' with mean price 36.8; 1 sessions in app 'com.tripledot.woodoku', 27 ad_requests with mean bid_floor 4.3; 1 sessions in app 'hai.lior.banjotunerfree', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'net.zedge.android', 11 ad_requests with mean bid_floor 13.9; 1 sessions in app 'sweet.color.sort.puzzle.game', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'uk.co.highapp.audiobook.ebooks', 1 ad_requests with mean bid_floor 0.0; 1 sessions in app 'videoplayer.videodownloader.downloader', 3 ad_requests with mean bid_floor 0.0';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/I/applovin/videoplayer.videodownloader.downloader/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.613285835663877;partition is 2609;segments is ['com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'de.empfohlen_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_500k' 'com.block.juggle_Android_CPA(ag_retention_d7)_abdoul_V3_500k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_100k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V5_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2000k' 'HDIP_iOS_USA_Cellular_100_users_LITE' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_2000k' 'loppipoppi.dominoes_retargeting_Android_CPI_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V6_2000k' 'com.partyup.blockjam_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V6_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_500k' 'HDIP_iOS_USA_200_users_LITE' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V6_500k' 'com.loppipoppi.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V6_2000k' 'net.supertreat.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_all_V4_500k' 'HDIP_USA_Bidmachine_custom_50_users_LITE_2025_01_30' 'com.newpubco.spades_Android_CPI_abdoul_mmp_V4_500k' 'de.empfohlen_Android_CPA(App Opened)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.hearts_Android_CPI_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'f065971e-0520-465f-8624-8a51ac8aadd9;uuid is '7699ad71-ce88-4056-b506-d47026fde2b9';bid_timestamp is '2024-12-21 18:07:28';device_id is 'f065971e-0520-465f-8624-8a51ac8aadd9';biddate is '2024-12-21';country is 'USA';app is 'com.blackout.spades';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 2.69589875559615;target_cpi is 2;campaign is 57517;creative_id is 228773;session_duration is 0 ;seller_name is 'Blackout Labs MAX';seller_id is 247;content_type is 'vie';bid_floor is 1.6006 ;min_floor is 1.6006 ;bidmachine_placement_value is 2.0352;placement_historical_value is 2.416045;third_party_bid_price is ;prior_tag_impressions_count is 13 ;time_since_impression is 11567 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.44;prior_theme_impressions_count is 13;prior_tag_clicks_count is 7 ;time_since_click is '11552';hour is '2024-12-21 18:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '128 sessions in app 'com.blackout.spades', 58850 ad_requests with mean bid_floor 25.1, 3 impressions of adomain '7now.com' with mean price 0.3, 5 impressions of adomain 'aai-llc.com' with mean price 0.2, 1 impressions of adomain 'admile.com' with mean price 0.2, 4 impressions of adomain 'all-laundry.com' with mean price 0.2, 88 impressions of adomain 'amazon.com' with mean price 0.6, 1 impressions of adomain 'aveeno.com' with mean price 0.2, 2 impressions of adomain 'baleaf.com' with mean price 0.2, 6 impressions of adomain 'bank-star-checking.com' with mean price 0.7, 1 impressions of adomain 'bcbsprovidersettlement.com' with mean price 0.8, 1 impressions of adomain 'bemismfg.com' with mean price 15.0, 1 impressions of adomain 'bluebuffalo.com' with mean price 0.2, 1 impressions of adomain 'brhc.org' with mean price 0.7, 7 impressions of adomain 'capvaxive.com' with mean price 0.3, 3 impressions of adomain 'caress.us' with mean price 0.2, 1 impressions of adomain 'chipsahoy.com' with mean price 0.2, 1 impressions of adomain 'cleanlogic.com' with mean price 0.2, 6 impressions of adomain 'clorox.com' with mean price 0.2, 1 impressions of adomain 'coach.com' with mean price 0.4, 14 impressions of adomain 'covergirl.com' with mean price 0.2, 2 impressions of adomain 'deerstags.com' with mean price 0.2, 29 impressions of adomain 'deltafaucet.com' with mean price 0.2, 13 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'dialsoap.com' with mean price 0.2, 2 impressions of adomain 'discovery.com' with mean price 0.2, 11 impressions of adomain 'disneyplus.com' with mean price 0.2, 8 impressions of adomain 'drinkhint.com' with mean price 1.1, 2 impressions of adomain 'dyson.com' with mean price 0.2, 1 impressions of adomain 'entyvio.com' with mean price 0.8, 1 impressions of adomain 'fcnb.com' with mean price 0.3, 1 impressions of adomain 'feetures.com' with mean price 0.3, 9 impressions of adomain 'ferrero.com' with mean price 0.3, 2 impressions of adomain 'flixchatter.net' with mean price 0.2, 1 impressions of adomain 'gaiam.com' with mean price 0.4, 5 impressions of adomain 'galderma.com' with mean price 0.3, 1 impressions of adomain 'gogreat.com' with mean price 0.1, 1 impressions of adomain 'healthwellnessjournal.com' with mean price 2.0, 8 impressions of adomain 'hillspet.com' with mean price 0.2, 5 impressions of adomain 'honest.com' with mean price 0.2, 1 impressions of adomain 'huggies.com' with mean price 0.2, 2 impressions of adomain 'imodium.com' with mean price 1.0, 1 impressions of adomain 'ista-in.org' with mean price 0.2, 4 impressions of adomain 'johnsflooring.net' with mean price 0.2, 1 impressions of adomain 'kelloggs.com' with mean price 1.3, 3 impressions of adomain 'la-z-boy.com' with mean price 0.8, 1 impressions of adomain 'legxercise.com' with mean price 0.4, 1 impressions of adomain 'liquid-iv.com' with mean price 0.3, 2 impressions of adomain 'manningexcavating.com' with mean price 0.2, 3 impressions of adomain 'marcus.com' with mean price 0.1, 7 impressions of adomain 'maxwoodfurniture.com' with mean price 0.2, 2 impressions of adomain 'maybelline.com' with mean price 0.3, 2 impressions of adomain 'mccormick.com' with mean price 0.4, 6 impressions of adomain 'mcdonalds.com' with mean price 0.2, 4 impressions of adomain 'mckendree.edu' with mean price 0.2, 4 impressions of adomain 'mdanderson.org' with mean price 0.6, 1 impressions of adomain 'mikmak.com' with mean price 1.6, 1 impressions of adomain 'neutrogena.com' with mean price 0.2, 5 impressions of adomain 'newpub.co' with mean price 3.0, 4 clicks of adomain 'newpub.co', 5 impressions of adomain 'newpub.co/spades' with mean price 3.4, 13 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'nyxcosmetics.com' with mean price 0.4, 1 impressions of adomain 'ordercoldstone.com' with mean price 2.2, 1 impressions of adomain 'orgain.com' with mean price 0.2, 4 impressions of adomain 'panasonic.com' with mean price 0.3, 1 impressions of adomain 'paramount.com' with mean price 1.2, 7 impressions of adomain 'paramountplus.com' with mean price 0.3, 12 impressions of adomain 'paulmitchell.com' with mean price 0.4, 6 impressions of adomain 'peacocktv.com' with mean price 0.3, 1 impressions of adomain 'penn-station.com' with mean price 0.4, 6 impressions of adomain 'pepsico.com' with mean price 0.2, 3 impressions of adomain 'perdue.com' with mean price 5.5, 2 impressions of adomain 'persilproclean.com' with mean price 0.2, 1 impressions of adomain 'playducky.com' with mean price 0.1, 2 impressions of adomain 'poise.com' with mean price 0.2, 1 impressions of adomain 'powerofresolve.com' with mean price 0.2, 2 impressions of adomain 'prestigebrands.com' with mean price 0.2, 3 impressions of adomain 'proactiv.com' with mean price 0.5, 50 impressions of adomain 'progressive.com' with mean price 0.2, 3 impressions of adomain 'pull-ups.com' with mean price 0.2, 3 impressions of adomain 'sallyhansen.com' with mean price 0.2, 12 impressions of adomain 'samsung.com' with mean price 0.5, 2 impressions of adomain 'santanderus.com' with mean price 0.2, 1 impressions of adomain 'shaynetheagent.com' with mean price 0.4, 3 impressions of adomain 'starbucks.com' with mean price 0.0, 1 impressions of adomain 'starkist.com' with mean price 0.3, 1 impressions of adomain 'textnow.com' with mean price 0.1, 2 impressions of adomain 'tribesigns.com' with mean price 0.2, 2 impressions of adomain 'underdogfantasy.com' with mean price 2.0, 1 impressions of adomain 'unicycive.com' with mean price 0.2, 1 impressions of adomain 'unitedcenter.com' with mean price 0.2, 1 impressions of adomain 'visitsedaliamo.com' with mean price 0.5, 2 impressions of adomain 'walmart.com' with mean price 0.2, 6 impressions of adomain 'whimzees.com' with mean price 1.1, 5 impressions of adomain 'wkkellogg.com' with mean price 0.2, 3 impressions of adomain 'worldvision.org' with mean price 0.2, 2 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.1; 1 sessions in app 'com.music.game.dancing.hair.beat.race', 30 ad_requests with mean bid_floor 0.9; 1 sessions in app 'com.peoplefun.wordcross', 1 ad_requests with mean bid_floor 6.6';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 3;channel is 'USA/I/bidmachine/com.blackout.spades/False/247';time_since_click_in_hours is 3;fast_imp_12h is 4;fast_click_2h is 3;rnd is 0.183399470354704;partition is 162;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.aaafun.watersort_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_GBR_30d' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'd8f09a0c-e02a-4f22-b93a-9c77b220bd96;uuid is '43c22a84-e374-463a-957e-04821d2f10d5';bid_timestamp is '2025-01-31 21:02:26';device_id is 'd8f09a0c-e02a-4f22-b93a-9c77b220bd96';biddate is '2025-01-31';country is 'USA';app is 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 25.0525438139041;target_cpi is 1.70848536491394;campaign is 58208;creative_id is 228773;session_duration is 0 ;seller_name is 'Maverick Mobile MAX';seller_id is 222;content_type is 'vi';bid_floor is 1.077676 ;min_floor is ;bidmachine_placement_value is ;placement_historical_value is 19.159384;third_party_bid_price is ;prior_tag_impressions_count is 0 ;time_since_impression is 0 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.75;prior_theme_impressions_count is 0;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2025-01-31 21:00:00+00:00';day_of_week is '4';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'color.bolts.sorting.nuts.sort', 3 ad_requests with mean bid_floor 3.5; 6 sessions in app 'com.art.pixel.black.ebony.games.paint.color.by.numbers', 44 ad_requests with mean bid_floor 2.4, 2 impressions of adomain 'adidas.com' with mean price 0.3, 1 impressions of adomain 'bigo.tv' with mean price 0.4, 1 impressions of adomain 'cdw.com' with mean price 1.0, 1 impressions of adomain 'playsimple.in' with mean price 0.3, 1 impressions of adomain 'prosperitybankusa.com' with mean price 0.4, 1 impressions of adomain 'textnow.com' with mean price 0.2; 19 sessions in app 'com.art.pixel.black.girl.games.paint.color.by.numbers', 345 ad_requests with mean bid_floor 0.7, 1 impressions of adomain 'amazon.com' with mean price 0.8, 2 impressions of adomain 'depend.com' with mean price 0.2, 1 impressions of adomain 'doordash.com' with mean price 0.3, 4 impressions of adomain 'haleon.com' with mean price 0.4, 1 impressions of adomain 'joinpropel.com' with mean price 0.3, 1 impressions of adomain 'kelloggs.com' with mean price 0.7, 3 impressions of adomain 'paramountplus.com' with mean price 0.5, 1 impressions of adomain 'riverscasino.com' with mean price 0.5, 1 impressions of adomain 'rogersandhollands.com' with mean price 1.3, 4 impressions of adomain 'samsung.com' with mean price 1.6, 1 impressions of adomain 'spectrumretirement.com' with mean price 0.6, 5 impressions of adomain 'starbucks.com' with mean price 0.3, 1 impressions of adomain 'starz.com' with mean price 0.2, 3 impressions of adomain 'walgreens.com' with mean price 0.8, 1 impressions of adomain 'wkkellogg.com' with mean price 0.2; 1 sessions in app 'com.bigcake.android.bubbledaily', 6 ad_requests with mean bid_floor 16.0, 1 impressions of adomain 'amazon.com' with mean price 0.5, 1 impressions of adomain 'haleon.com' with mean price 0.5; 42 sessions in app 'com.blackout.spades', 2645 ad_requests with mean bid_floor 25.7, 1 impressions of adomain 'aussiebubs.com' with mean price 2.1, 1 impressions of adomain 'coldstonecreamery.com' with mean price 2.1, 1 impressions of adomain 'disneyplus.com' with mean price 0.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.7, 1 impressions of adomain 'ozempic.com' with mean price 1.5, 1 impressions of adomain 'samsung.com' with mean price 1.2; 1 sessions in app 'com.block.game.jigsaw.puzzles', 1 ad_requests with mean bid_floor 8.4; 9 sessions in app 'com.coloring.book.paint.by.number', 40 ad_requests with mean bid_floor 2.9; 10 sessions in app 'com.coloring.game.black.app.by.number', 126 ad_requests with mean bid_floor 0.4, 1 impressions of adomain 'nestleusa.com' with mean price 0.4; 12 sessions in app 'com.easybrain.art.puzzle', 1828 ad_requests with mean bid_floor 13.4, 1 impressions of adomain 'budlight.com' with mean price 0.5, 1 impressions of adomain 'drreddys.com' with mean price 0.2, 1 impressions of adomain 'farmprogress.com' with mean price 0.5, 1 impressions of adomain 'giovanniranausa.com' with mean price 0.4, 6 impressions of adomain 'go.com' with mean price 2.2, 1 impressions of adomain 'ingrezza.com' with mean price 0.2, 1 impressions of adomain 'marianos.com' with mean price 0.6, 1 impressions of adomain 'metabolicmaintenance.com' with mean price 4.6, 1 impressions of adomain 'no7beauty.com' with mean price 0.6, 1 impressions of adomain 'paypal.com' with mean price 0.7, 1 impressions of adomain 'pg.com' with mean price 0.4, 1 impressions of adomain 'poise.com' with mean price 0.6, 4 impressions of adomain 'progressive.com' with mean price 0.4, 1 impressions of adomain 'stellaartois.com' with mean price 0.4, 2 impressions of adomain 'subaru.com' with mean price 0.3, 4 impressions of adomain 'uscellular.com' with mean price 0.4, 2 impressions of adomain 'whatisshingles.com' with mean price 0.7; 14 sessions in app 'com.find.hidden.object.out.treasure.hunt.seek.puzzle.games', 434 ad_requests with mean bid_floor 4.5, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.2, 1 impressions of adomain 'meijer.com' with mean price 1.0, 1 clicks of adomain 'newpub.co', 1 impressions of adomain 'newpub.co' with mean price 25.1, 1 impressions of adomain 'playtika.com' with mean price 0.0, 1 impressions of adomain 'sleepnumber.com' with mean price 0.2, 2 impressions of adomain 'starz.com' with mean price 0.1, 1 impressions of adomain 'www.vitastudio.ai' with mean price 0.2; 26 sessions in app 'com.gamincat.jigsort', 724 ad_requests with mean bid_floor 13.7, 402 impressions of adomain 'adidas.com' with mean price 0.0, 1 impressions of adomain 'admile.com' with mean price 0.3, 1 impressions of adomain 'audible.com' with mean price 0.0, 19 impressions of adomain 'cadillac.com' with mean price 0.0, 3 impressions of adomain 'callapp.com' with mean price 0.1, 13 impressions of adomain 'cocacola.com' with mean price 0.0, 1 impressions of adomain 'crypto.com' with mean price 0.0, 3 impressions of adomain 'dave.com' with mean price 0.1, 1 impressions of adomain 'doordash.com' with mean price 0.0, 1 impressions of adomain 'dramabox.com' with mean price 0.1, 4 impressions of adomain 'fetchrewards.com' with mean price 0.0, 1 impressions of adomain 'flo.health' with mean price 0.0, 1 impressions of adomain 'getjobber.com' with mean price 0.0, 1 impressions of adomain 'highlevelsafeguard.com' with mean price 0.0, 11 impressions of adomain 'homes.com' with mean price 0.1, 1 impressions of adomain 'homespotter.com' with mean price 0.6, 1 impressions of adomain 'hystlerunn.com' with mean price 0.0, 5 impressions of adomain 'jcpenny.com' with mean price 0.0, 3 impressions of adomain 'jigsawscapes.com' with mean price 0.1, 1 impressions of adomain 'justdice.io' with mean price 0.0, 4 impressions of adomain 'learnings.com.cn' with mean price 0.1, 1 impressions of adomain 'legends.ninetwentygames.com' with mean price 0.0, 3 impressions of adomain 'marianos.com' with mean price 0.4, 1 impressions of adomain 'megafortuna.co' with mean price 0.0, 1 impressions of adomain 'meijer.com' with mean price 0.1, 1 impressions of adomain 'moonpay.com' with mean price 0.0, 1 impressions of adomain 'oakevergames.com' with mean price 0.0, 3 impressions of adomain 'paintbynumber.app' with mean price 0.1, 1 impressions of adomain 'paramount.com' with mean price 0.0, 10 impressions of adomain 'playsimple.in' with mean price 0.1, 4 impressions of adomain 'pluto.tv' with mean price 0.1, 1 impressions of adomain 'pocketfm.com' with mean price 0.0, 2 impressions of adomain 'roblox.com' with mean price 0.0, 1 impressions of adomain 'self.inc' with mean price 0.0, 1 impressions of adomain 'signup.rocketmoney.com' with mean price 0.0, 1 impressions of adomain 'solitaire.gurugame.ai' with mean price 0.2, 2 impressions of adomain 'talkingtomandfriends.com' with mean price 0.0, 1 impressions of adomain 'tango.me' with mean price 0.0, 2 impressions of adomain 'temu.com' with mean price 0.1, 3 impressions of adomain 'textnow.com' with mean price 0.1, 1 impressions of adomain 'tjx.com' with mean price 0.0, 1 impressions of adomain 'todaysmilitary.com' with mean price 0.2, 2 impressions of adomain 'vitastudio.ai' with mean price 0.0, 2 impressions of adomain 'walgreens.com' with mean price 0.3, 1 impressions of adomain 'wendys.com' with mean price 0.0, 1 impressions of adomain 'yourcyberdefensehq.com' with mean price 0.0, 1 impressions of adomain 'zencolor.app' with mean price 0.0, 1 impressions of adomain 'zephyrmobile.com' with mean price 0.0; 17 sessions in app 'com.mintgames.happyblackcolor', 115 ad_requests with mean bid_floor 5.2; 1 sessions in app 'com.tripledot.solitaire', 44 ad_requests with mean bid_floor 12.2; 2 sessions in app 'com.tripledot.woodoku', 4 ad_requests with mean bid_floor 9.0; 1 sessions in app 'com.wordgame.words.connect', 1 ad_requests with mean bid_floor 9.7; 11 sessions in app 'com.zimad.art.puzzles', 135 ad_requests with mean bid_floor 3.1; 19 sessions in app 'find.spot.fun.relax.difference', 757 ad_requests with mean bid_floor 47.7, 2 impressions of adomain 'amazon.com' with mean price 0.4, 1 impressions of adomain 'neutrogena.com' with mean price 0.4; 1 sessions in app 'in.playsimple.wordtrip', 3 ad_requests with mean bid_floor 50.3; 11 sessions in app 'paint.by.number.pixel.art.coloring.drawing.puzzle', 1093 ad_requests with mean bid_floor 8.7, 1 impressions of adomain 'abcmouse.com' with mean price 0.4, 1 impressions of adomain 'amazon.com' with mean price 0.7, 1 impressions of adomain 'boppy.com' with mean price 0.2, 3 impressions of adomain 'haleon.com' with mean price 0.3, 1 impressions of adomain 'il.betrivers.com' with mean price 1.4, 1 impressions of adomain 'nutrafol.com' with mean price 0.3, 1 impressions of adomain 'riverscasino.com' with mean price 1.0; 1 sessions in app 'spider.classic.solitaire.card.pgmaker', 3 ad_requests with mean bid_floor 21.9';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 0;channel is 'USA/V/bidmachine/com.find.hidden.object.out.treasure.hunt.seek.puzzle.games/False/222';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.850471877367974;partition is 1025;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'closet.match.pair.matching.games_Android_CPA(client_ad_revenue)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V6_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_100k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_competitors_BM_305k_30_01_2025' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_competitors_BM_adrequests_470k_29_01_2025' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_80' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_38)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(dsc_0126_adrev)_abdoul_V4_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(120)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_competitors_BM_450k_29_01_2025' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V4_500k' 'bloom_com.blackout.spades_USA_7d' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.aaaudi.wordmaker_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.aaaudi.biblecode_retargeting_Android_CPA(10level_complete_beforeD8)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V6_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '4800fbe8-e8de-4644-a871-9f3a50003b07;uuid is '7283cca2-4e40-4922-8da9-4143b4197325';bid_timestamp is '2024-12-15 12:38:00';device_id is '4800fbe8-e8de-4644-a871-9f3a50003b07';biddate is '2024-12-15';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '38ae8dca33411b0730f636ced16d2306';display_manager is 'bidmachine';raw_price is 32.8908679681726;target_cpi is 4;campaign is 57526;creative_id is 228773;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 4.491525;placement_historical_value is 13.892693;third_party_bid_price is ;prior_tag_impressions_count is 6 ;time_since_impression is 6483 ;learning is 0 ;creative_theme is 'completed_gp';user_coefficient is 0.77;prior_theme_impressions_count is 6;prior_tag_clicks_count is 2 ;time_since_click is '319198';hour is '2024-12-15 12:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '13 sessions in app 'com.billiards.shooting.ball.pool', 44 ad_requests with mean bid_floor 21.6; 2 sessions in app 'com.eet.weather.launcher', 2 ad_requests with mean bid_floor 0.0; 3 sessions in app 'com.fiogonia.spades', 3 ad_requests with mean bid_floor 6.2; 3 sessions in app 'com.game.space.shooter2', 27 ad_requests with mean bid_floor 131.1; 192 sessions in app 'com.metropcs.metrozone', 786 ad_requests with mean bid_floor 103.3; 2 sessions in app 'com.os.space.force.galaxy.alien', 25 ad_requests with mean bid_floor 132.3; 1 sessions in app 'com.rokuremote.casttv.remotecontrol.tvcontrol', 6 ad_requests with mean bid_floor 0.9; 97 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 9093 ad_requests with mean bid_floor 13.2, 1 impressions of adomain 'aliexpress.com' with mean price 2.5, 2 impressions of adomain 'bigo.tv' with mean price 6.7, 1 impressions of adomain 'doc-hosting.flycricket.io' with mean price 2.1, 1 impressions of adomain 'intuit.com' with mean price 3.0, 4 impressions of adomain 'newpub.co' with mean price 3.5, 3 impressions of adomain 'newpub.co/klondikesolitaire' with mean price 6.1, 18 impressions of adomain 'newpub.co/spades' with mean price 5.5, 8 impressions of adomain 'oakevergames.com' with mean price 6.0, 3 impressions of adomain 'peppermint-lips.com' with mean price 7.1, 2 impressions of adomain 'pluto.tv' with mean price 3.8, 1 impressions of adomain 'premierwellnesspicks.com' with mean price 6.0, 2 impressions of adomain 'tech.pokergaga.net' with mean price 4.2; 6 sessions in app 'com.tripledot.blackjack', 72 ad_requests with mean bid_floor 2.6; 4 sessions in app 'com.tripledot.solitaire', 191 ad_requests with mean bid_floor 15.2, 1 impressions of adomain 'foundationch.com' with mean price 1.8, 1 impressions of adomain 'geico.com' with mean price 3.1, 1 impressions of adomain 'goodnes.com' with mean price 1.5, 1 impressions of adomain 'tiktok.com' with mean price 1.3; 1 sessions in app 'com.tripledot.woodoku', 12 ad_requests with mean bid_floor 4.6; 1 sessions in app 'in.playsimple.wordsearch', 5 ad_requests with mean bid_floor 5.5; 2 sessions in app 'in.playsimple.wordtrip', 7 ad_requests with mean bid_floor 4.4';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 89;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.663127182027832;partition is 2637;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_100k' 'com.murka.scatterslots_Android_CPI_abdoul_blackapps_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.hutchgames.formularacing_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_end_befored8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_V5_500k' 'com.hutchgames.formularacing_Android_CPI_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_ua_online_once_90min)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'and.brainworks.nummatch_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_end_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPI_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.redcell.goldandgoblins_Android_CPA(progress_simple)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.koolgames.bubblepopper_Android_CPA(dc_8level_end_befored8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.koolgames.bubblepopper_retargeting_Android_CPI_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.pixel.art.coloring.color.number_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_2mln' 'com.koolgames.bubblepopper_Android_CPA(dc_2level_start_befored8)_abdoul_V3_500k' 'com.ballytechnologies.f88_Android_CPI_abdoul_V3_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.ttterbagames.businesssimulator_Android_CPI_abdoul_V4_2mln' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V5_MMP_New_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.hutchgames.formularacing_Android_CPA(session)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_100k' 'com.koolgames.bubblepopper_Android_CPA(dc_6level_start_befored8)_abdoul_V3_500k' 'com.koolgames.bubblepopper_Android_CPA(dc_4level_start_befored8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.solitaire.klondike.patience.ocean.aquarium_Android_CPA(sdk_impression_ad_0_1)_abdoul_V3_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_V5_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V3_500k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V3_500k' 'loppipoppi.dominoes_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.koolgames.bubblepopper_Android_CPI_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(prog1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'com.redcell.goldandgoblins_Android_CPA(hardget)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_11_10_2024' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_Android_CPI_abdoul_V4_100k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is '5edbb57c-f063-4ea6-8ce4-34077b690bfd;uuid is '28dd801b-46d2-4e57-b2aa-9da684c67f2a';bid_timestamp is '2024-12-29 22:38:58';device_id is '5edbb57c-f063-4ea6-8ce4-34077b690bfd';biddate is '2024-12-29';country is 'USA';app is 'com.mobilityware.MonopolySolitaire';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is 'fc4fe8da43af9295442dc2366dd5a188';display_manager is 'bidmachine';raw_price is 30.0647;target_cpi is 4.21260669935614;campaign is 57661;creative_id is 229286;session_duration is 0 ;seller_name is 'Mobilityware SDK';seller_id is 192;content_type is 'ie';bid_floor is 30.0547 ;min_floor is ;bidmachine_placement_value is 80;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 107723 ;learning is 0 ;creative_theme is 'newversion';user_coefficient is 1.55;prior_theme_impressions_count is 1;prior_tag_clicks_count is 1 ;time_since_click is '107716';hour is '2024-12-29 22:00:00+00:00';day_of_week is '6';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.TikGames.DominoMaster', 23 ad_requests with mean bid_floor 4.4; 2 sessions in app 'com.bbumgames.opa', 56 ad_requests with mean bid_floor 1.4; 1 sessions in app 'com.mattel163.phase10', 22 ad_requests with mean bid_floor 2.1; 1 sessions in app 'com.mattel163.skipbo', 4 ad_requests with mean bid_floor 1.3; 36 sessions in app 'com.mobilityware.MonopolySolitaire', 3108 ad_requests with mean bid_floor 14.9; 37 sessions in app 'com.mobilityware.Spades', 4720 ad_requests with mean bid_floor 23.3, 1 impressions of adomain 'appstation.online' with mean price 11.3, 1 impressions of adomain 'chardonnaypartners.com' with mean price 24.7, 1 clicks of adomain 'chardonnaypartners.com', 3 impressions of adomain 'empfohlen.de' with mean price 7.2, 1 clicks of adomain 'empfohlen.de', 6 impressions of adomain 'espnbet.com' with mean price 6.9, 2 clicks of adomain 'espnbet.com', 4 impressions of adomain 'flo.health' with mean price 9.2, 2 clicks of adomain 'flo.health', 1 impressions of adomain 'governorofpoker.com' with mean price 6.5, 1 clicks of adomain 'governorofpoker.com', 1 clicks of adomain 'healthprimal.com', 3 impressions of adomain 'healthprimal.com' with mean price 14.9, 4 impressions of adomain 'legends.ninetwentygames.com' with mean price 6.6, 1 clicks of adomain 'legends.ninetwentygames.com', 1 impressions of adomain 'moonactive.com' with mean price 7.0, 10 impressions of adomain 'self.inc' with mean price 6.9, 5 clicks of adomain 'self.inc', 1 impressions of adomain 'snap.com' with mean price 19.0, 1 clicks of adomain 'snap.com', 3 impressions of adomain 'snapchat.com' with mean price 9.0, 2 clicks of adomain 'snapchat.com', 6 clicks of adomain 'support.indeed.com', 8 impressions of adomain 'support.indeed.com' with mean price 7.7, 1 clicks of adomain 'tech.pokergaga.net', 2 impressions of adomain 'tech.pokergaga.net' with mean price 7.6, 2 clicks of adomain 'tubitv.com', 3 impressions of adomain 'tubitv.com' with mean price 9.6, 8 clicks of adomain 'underdogfantasy.com', 15 impressions of adomain 'underdogfantasy.com' with mean price 8.0; 1 sessions in app 'com.onlineplayer.onlinemedia', 27 ad_requests with mean bid_floor 28.0; 4 sessions in app 'com.sdfwe.respeedd', 149 ad_requests with mean bid_floor 20.2; 1 sessions in app 'com.tripledot.woodoku', 10 ad_requests with mean bid_floor 5.7; 5 sessions in app 'com.videostreamplayer.vidstream', 20 ad_requests with mean bid_floor 20.9; 2 sessions in app 'download.videobrowser.videobrowser', 8 ad_requests with mean bid_floor 6.8; 1 sessions in app 'ske.arbc.we.neat', 9 ad_requests with mean bid_floor 5.2; 1 sessions in app 'top.piscess.pisces', 2 ad_requests with mean bid_floor 64.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 29;channel is 'USA/I/bidmachine/com.mobilityware.MonopolySolitaire/False/192';time_since_click_in_hours is 30;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.143204441669306;partition is 3159;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaaudi.wordmaker_retargeting_Android_CPA(dc_30level_done_BeforeD4)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(110)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.mobilityware.spider_Android_CPA(Level_20)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2mln' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_500k' 'loppipoppi.dominoes_retargeting_Android_CPA(126)_abdoul_V4_2000k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'ed4a7b74-2787-4008-8aa8-cdf4ed868817;uuid is '7fd3ee84-67e6-4f3b-a34c-a4d320176435';bid_timestamp is '2025-01-04 3:44:38';device_id is 'ed4a7b74-2787-4008-8aa8-cdf4ed868817';biddate is '2025-01-04';country is 'USA';app is 'com.spades.solitaire.online.plus.offline.free.card.games';exchange is 'appodealx-us';ad_type is 'I';is_rewarded_request is 'FALSE';payload_creative_hash is '43e044771964a045282738def7125086';display_manager is 'bidmachine';raw_price is 4.3391633835775;target_cpi is 3.8;campaign is 57677;creative_id is 228965;session_duration is 0 ;seller_name is 'Leyan Tech';seller_id is 482;content_type is 'vie';bid_floor is 0.0106 ;min_floor is 0.0106 ;bidmachine_placement_value is 30.916667;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 41 ;time_since_impression is 6763 ;learning is 0 ;creative_theme is 'rightangles';user_coefficient is 0.49;prior_theme_impressions_count is 41;prior_tag_clicks_count is 14 ;time_since_click is '6753';hour is '2025-01-04 03:00:00+00:00';day_of_week is '5';os_version is 14;user_behavior_stats_in_past is '1 sessions in app 'com.KonsoleKingz.BlackSpades', 1 ad_requests with mean bid_floor 5.2; 3 sessions in app 'com.bigcake.android.bubbledaily', 17 ad_requests with mean bid_floor 16.1, 1 impressions of adomain 'amazon.com' with mean price 0.8, 1 impressions of adomain 'walgreens.com' with mean price 0.6; 2 sessions in app 'com.concretesoftware.spades_demobuynow', 84 ad_requests with mean bid_floor 16.9; 2 sessions in app 'com.kiaora.dominoes', 175 ad_requests with mean bid_floor 45.5; 9 sessions in app 'com.spades.solitaire.online.plus.offline.free.card.games', 361 ad_requests with mean bid_floor 8.4, 1 clicks of adomain 'newpub.co/spades', 3 impressions of adomain 'newpub.co/spades' with mean price 11.6; 8 sessions in app 'com.superaid.bricksbreakerballs', 84 ad_requests with mean bid_floor 70.8; 1 sessions in app 'com.yallaplay.spadesmasters', 9 ad_requests with mean bid_floor 242.7';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 1;channel is 'USA/I/bidmachine/com.spades.solitaire.online.plus.offline.free.card.games/False/482';time_since_click_in_hours is 2;fast_imp_12h is 2;fast_click_2h is 0;rnd is 0.823375100239832;partition is 3553;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_100k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_95' 'com.enflick.android.TextNow_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_30RoundEnded_BeforeD8)_abdoul_V6_MMP_100k_11_10_2024' 'bloom_com.fiogonia.spades_USA_7d' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_retargeting_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'loppipoppi.dominoes_retargeting_Android_CPA(111)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_500k' 'com.newpubco.spades_apps_embeddings_similarity' 'bloom_com.blackout.spades_USA_80' 'bloom_com.fiogonia.spades_USA_1d' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_500k' 'loppipoppi.dominoes_Android_CPA_dc_8EndGame_BeforeD8_abdoul_100k_07_18_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_light_V6_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_80' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V3_500k' 'bloom_com.spades.solitaire.online.plus.offline.free.card.games_USA_30d' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V3_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spades_Android_CPI_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'com.newpubco.spades_Android_CPA(146)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_500k' 'loppipoppi.dominoes_Android_apps_embeddings_similarity' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V3_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_mmp_light_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_mmp_light_V6_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPI_abdoul_mmp_light_V6_500k' 'bloom_com.blackout.spades_USA_95' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPI(install)_abdoul_V6_MMP_Light_100k_11_10_2024' 'com.newpubco.spades_Android_CPA(148)_abdoul_mmp_light_V6_500k'] | 0 |
Consider an adtech request hitting AdExchange for auction with set of attributes and the goal is to predict whether the ad request impression can be converted to action (CPA) | OK ,I got an adtech request from mobile user with following features: idfa is 'f09fe47d-e069-4e6a-a469-66e3fddda60e;uuid is 'a23b9fec-74de-48c8-8b7a-a82595960e93';bid_timestamp is '2024-12-21 11:22:11';device_id is 'f09fe47d-e069-4e6a-a469-66e3fddda60e';biddate is '2024-12-21';country is 'USA';app is 'com.proxylink.private.secure';exchange is 'appodealx-us';ad_type is 'V';is_rewarded_request is 'FALSE';payload_creative_hash is 'c6a6b770e6f9a39ac041d92d33282787';display_manager is 'applovin';raw_price is 8.39409318727101;target_cpi is 2;campaign is 57517;creative_id is 219049;session_duration is 161 ;seller_name is 'Applovin SSP';seller_id is 117;content_type is 'vi';bid_floor is 0.0212 ;min_floor is 0.0212 ;bidmachine_placement_value is 1.58208899999999;placement_historical_value is ;third_party_bid_price is ;prior_tag_impressions_count is 1 ;time_since_impression is 2592326 ;learning is 0 ;creative_theme is 'new3d';user_coefficient is 2.22;prior_theme_impressions_count is 1;prior_tag_clicks_count is 0 ;time_since_click is '0';hour is '2024-12-21 11:00:00+00:00';day_of_week is '5';os_version is 13;user_behavior_stats_in_past is '1 sessions in app 'com.datarecovery.recoverysoftware.videorecovery', 10 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.otsbet.app', 3 ad_requests with mean bid_floor 0.0; 1 sessions in app 'com.uniquedev.brain.storming.hidden.objects', 14 ad_requests with mean bid_floor 5.2';dc_35roundended_before_d8 is 0;ag_retention_d1 is 0;dc_35roundended_before_d8_timestamp is ;dc_15roundended_before_d8_timestamp is ;ag_retention_d1_timestamp is ;0_timestamp is ;time_since_impression_in_hours is 720;channel is 'USA/V/applovin/com.proxylink.private.secure/False/117';time_since_click_in_hours is 0;fast_imp_12h is 0;fast_click_2h is 0;rnd is 0.165326767246258;partition is 3553;segments is ['com.newpubco.spades_Android_CPA(146)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_25GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_100k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(140)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V4_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V6_2000k' 'com.xentech.brickblast_retargeting_Android_CPI_abdoul_V4_2000k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V6_2000k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_100k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_100k_frozen' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_240)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.hearts_Android_CPA(ag_retention_d7)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPI_abdoul_V4_500k' 'com.topultragame.slotlasvega_Android_CPI_abdoul_V6_500k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_500k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_2M_14_11_2024' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_mmp_V5_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_500k' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_500k' 'loppipoppi.yatzy_retargeting_Android_CPI_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V4_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_500k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V4_2000k' 'com.aaafun.watersort_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_2000k' 'com.PulsSoftware.WS_retargeting_Android_CPA(dc_20LevelStart_BeforeD8)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_100k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_100k' 'bloom_com.fiogonia.dominoes_USA_7d' 'com.murka.scatterslots_Android_CPA(threshold)_abdoul_V4_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_100k' 'beetles.puzzle.solitaire_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V4_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_2000k' 'com.mobilityware.spider_Android_CPA(paid_imp_47)_abdoul_V4_1M_14_11_2024' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_500k' 'com.newpubco.spades_Android_CPA(140)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_10GameStart_BeforeD8)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_mmp_V6_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_10GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_2000k' 'com.mobilityware.spider_Android_CPA(Level_10)_abdoul_V5_500k' 'com.newpubco.klondikesolitaire_Android_CPA(105)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_25GameStart_BeforeD8)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V4_100k' 'com.aaafun.watersort_Android_CPI_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_100k' 'bloom_com.blackout.spades_USA_1d' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V6_500k' 'com.murka.scatterslots_Android_CPA(first_action)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_100k' 'com.PulsSoftware.WS_retargeting_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V6_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(ag_retention_d1)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_2000k' 'com.newpubco.spades_Android_CPA(145)_abdoul_V6_2000k' 'com.newpubco.klondikesolitaire_Android_CPI_abdoul_V4_500k' 'com.newpubco.spades_Android_CPA(108)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_500k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_7GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(dc_35roundended_before_d8)_abdoul_V4_2mln' 'and.lihuhu.findmatch_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_2000k' 'bloom_com.blackout.spades_USA_7d' 'bloom_com.blackout.spades_USA_30d' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_2000k' 'com.newpubco.spidersolitaire_Android_CPA(dc_15GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.redcell.goldandgoblins_Android_CPA(Progress)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_3r_count_7)_abdoul_V4_500k' 'com.mobilityware.spider_Android_CPA(games_won_9)_abdoul_V5_500k' 'com.newpubco.spidersolitaire_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPI(install)_abdoul_V6_Appgrowth_New_100k_12_10_2024' 'com.newpubco.spades_Android_CPA(141)_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_15roundended_before_d8)_abdoul_V4_2000k' 'and.lihuhu.findmatch_Android_CPI_abdoul_V6_100k' 'com.newpubco.spades_Android_CPA(147)_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(148)_abdoul_V6_2000k' 'com.murka.scatterslots_Android_CPI_abdoul_V5_500k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPI_abdoul_V6_500k' 'com.newpubco.klondikesolitaire_Android_CPA(112)_abdoul_V6_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_500k' 'com.newpubco.spades_Android_CPA(146)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V4_500k' 'com.newpubco.hearts_Android_CPA(ag_retention_d1)_abdoul_V4_2000k' 'coloring.color.number.happy.paint.art.drawing.puzzle_Android_CPA(tcp_dsc_0215_short_term)_abdoul_V6_2000k' 'com.pixel.art.coloring.color.number_Android_CPA(m_mins_played_360)_abdoul_V4_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_1r_count_2)_abdoul_V6_2000k' 'beetles.puzzle.solitaire_Android_CPA(grt_client_revenue)_abdoul_V4_100k' 'com.pixel.art.coloring.color.number_Android_CPI_abdoul_V4_2000k' 'com.newpubco.spades_Android_CPA(dc_40roundended_before_d8)_abdoul_V6_500k' 'beetles.puzzle.solitaire_Android_CPA(af_app_opened)_abdoul_V4_500k' 'com.newpubco.spidersolitaire_Android_CPA(dc_20GameCompleted_BeforeD8)_abdoul_V4_100k' 'com.newpubco.klondikesolitaire_Android_CPA(dc_15GameStart_BeforeD8)_abdoul_V6_2000k' 'bloom_com.fiogonia.dominoes_USA_1d' 'com.redcell.goldandgoblins_Android_CPA(Tutorial)_abdoul_V4_2000k'] | 0 |
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