Replace Kairos-1.0 model results with new Credence model results

results/Credence/all_results.csv

@@ -0,0 +1,98 @@
+dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[mean],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
+us_births/W/short,Credence,1981293.4285714286,1981293.4285714286,1083.517299107143,1083.517299107143,0.9851020567651093,0.014681688376835414,0.014698320509071038,5.875969468433975,1407.5842527434827,0.019107818211127305,0.014708641091713007,0.011495080911903467,Healthcare,1
+us_births/M/short,Credence,40867930.666666664,40867930.666666664,5254.341145833333,5254.341145833333,0.5927523081570498,0.016176501909891765,0.016360392021733113,3.926255227348656,6392.8030367489555,0.01985600264656178,0.01631994777531297,0.012191297260903702,Healthcare,1
+us_births/D/short,Credence,133748.92,133748.92,217.39641927083332,217.39641927083332,0.32004981611634753,0.02095420440038045,0.020664739053686813,2.906081303081846,365.7169944096118,0.03428300060366135,0.020379150236448283,0.016607321670457812,Healthcare,1
+loop_seattle/5T/short,Credence,39.341390133789815,39.341390133789815,3.4488411642572583,3.4488411642572583,0.5475653017247267,0.09420587692959513,0.07341289413122502,4.062700942496223,6.272271529022785,0.10755560898652276,0.05914001171713785,0.04666659247956807,Transport,1
+temperature_rain/D/short,Credence,177.56792622396415,177.56792622396415,5.652711626659176,5.652711626659176,1.312655580709039,21.572101249152418,1.4994294631885086,18.812045122520473,13.325461576394423,1.56875914113273,0.6654736112269262,0.5384378173256141,Nature,1
+solar/W/short,Credence,1618500.0510948906,1618500.0510948906,1019.4490654938412,1019.4490654938412,1.1135661677897826,0.2294308756389757,0.19920882231417994,7.083897484048863,1272.2028341011078,0.2596883960120456,0.2080950344849133,0.14975132761771653,Energy,1
+solar/H/short,Credence,612.8842461422718,612.8842461422718,10.855683811191163,10.855683811191163,0.8363616938018386,4.3890899273190005,1.4030977378835967,3.8725069803458037,24.756499068775287,0.9125328005647738,0.40014412065098237,0.30192240009823956,Energy,1
+solar/H/medium,Credence,654.3222665754258,654.3222665754258,11.452482319110212,11.452482319110212,0.8733596288079221,4.209102444885201,1.4064806977271924,4.367720358164698,25.579723739231934,0.9214413573837426,0.41254514556579364,0.30496866283542734,Energy,1
+solar/H/long,Credence,659.8980072739254,659.8980072739254,11.677593137767387,11.677593137767387,0.8883293339654287,5.199635621910256,1.4007543238194116,4.607906696278808,25.688480049896402,0.8906665482727325,0.40488349454488537,0.3027778017842999,Energy,1
+solar/D/short,Credence,126225.54379562044,126225.54379562044,246.8741474680657,246.8741474680657,0.9622487048832767,1.071720927997227,0.42039874022610235,5.4565046948888645,355.2823437712891,0.5132619978753026,0.3566490718570327,0.27276837547316396,Energy,1
+loop_seattle/5T/medium,Credence,71.41364503968734,71.41364503968734,5.093492446757692,5.093492446757692,0.8083730075140683,0.16475848317023278,0.1164860430850618,5.671783217460128,8.45065944407224,0.15035459638406284,0.09062369701274862,0.07121101323088352,Transport,1
+solar/10T/short,Credence,23.539989542439034,23.539989542439034,2.1887697168800373,2.1887697168800373,0.9660921516137635,5.732001036809698,1.5235234096415824,4.146622526999156,4.851802710584905,1.4113888707543,0.6367128680457225,0.4850725346939111,Energy,1
+solar/10T/medium,Credence,19.14013862500173,19.14013862500173,1.8458668655432633,1.8458668655432633,0.8075838638230288,3.6547726236736673,1.4500841494337575,4.122946170140241,4.37494441393279,0.9708175500099963,0.40960519231842096,0.3076506932632776,Energy,1
+solar/10T/long,Credence,18.056756893755068,18.056756893755068,1.8420211284603418,1.8420211284603418,0.806373794011146,3.2992514245977604,1.451856543261004,4.279447364950502,4.249324286725487,0.9184234751321878,0.39812340313784844,0.3004464647174967,Energy,1
+saugeen/W/short,Credence,942.9406433105469,942.9406433105469,14.756837844848633,14.756837844848633,1.1970570094750175,0.38110325336456297,0.39088950434610864,9.993948972552701,30.70733859048268,0.9269265492835072,0.4454474210311822,0.35492562559280716,Nature,1
+saugeen/M/short,Credence,398.6060732886905,398.6060732886905,12.38219488234747,12.38219488234747,0.7254962333638438,0.3544088999430339,0.35536092788013146,4.510588903279304,19.965121419332526,0.5994128398116464,0.37175063660480695,0.29144970720918795,Nature,1
+saugeen/D/short,Credence,1208.375546875,1208.375546875,12.9156396484375,12.9156396484375,2.8698198740037757,0.279986317952474,0.32440258311666154,27.68817149753579,34.761696547708944,1.1259396485299231,0.4183406510767468,0.34336834472401007,Nature,1
+restaurant/D/short,Credence,137.24760647787372,137.24760647787372,7.040552813543417,7.040552813543417,0.6754662227188343,0.6717557948967472,0.3893615799211119,4.575243882488138,11.71527236037958,0.539163978037998,0.32402255327623436,0.2535126833884472,Sales,1
+m4_yearly/A/short,Credence,3780024.204455308,3780024.204455308,895.934612433683,895.934612433683,3.348256083413248,0.16374748665209743,0.15027195955494627,29.41936183421947,1944.2284342266234,0.31176604018430804,0.14366726741840957,0.11598507225523212,Econ/Fin,1
+m4_weekly/W/short,Credence,232332.47075208914,232332.47075208914,244.55150859760016,244.55150859760016,1.9494262628433383,0.05878148325153201,0.05877691661898692,14.170818467317096,482.00878700713446,0.08781452588996383,0.04455349230564091,0.035531322684503125,Econ/Fin,1
+m4_quarterly/Q/short,Credence,1742952.2965591634,1742952.2965591634,548.1433355496724,548.1433355496724,1.1560533456661968,0.11048622191604227,0.1000720684147396,8.754063292796006,1320.2091866667051,0.22097976942769262,0.09174954175930349,0.07306034864599445,Econ/Fin,1
+loop_seattle/5T/long,Credence,85.82239456797888,85.82239456797888,5.55685168164488,5.55685168164488,0.8769157370110361,0.17667073546712408,0.1251199539657702,6.009984734394903,9.264037703290011,0.16379009152002544,0.09824628036397032,0.07698314146112534,Transport,1
+loop_seattle/D/short,Credence,17.645019802097444,17.645019802097444,2.86297519160252,2.86297519160252,0.8645312995221023,0.0535209201560793,0.05283242815704088,6.756373593918668,4.200597552979509,0.07507028967822517,0.051165191205409855,0.04134675922365924,Transport,1
+loop_seattle/H/short,Credence,47.946900669674115,47.946900669674115,3.746456097549025,3.746456097549025,0.7653407189523878,0.10460991644081032,0.08581307221906702,6.294736471175906,6.924370055801041,0.12256839163085016,0.06631608283376958,0.05339762466401302,Transport,1
+loop_seattle/H/medium,Credence,57.86505272454891,57.86505272454891,4.164693070639029,4.164693070639029,0.8570583795027924,0.11197156709291126,0.09470824299503841,6.73576679840819,7.606908223749575,0.1344512536547473,0.0736104850964862,0.059128058621891286,Transport,1
+m4_monthly/M/short,Credence,1815345.2099774666,1815345.2099774666,549.0623064496076,549.0623064496076,0.9111372657455721,0.15733080874314462,0.12986576380123901,7.380592623105529,1347.34747187853,0.2800250587707948,0.11411399645706309,0.09084637608334828,Econ/Fin,1
+m4_hourly/H/short,Credence,828029.1790862912,828029.1790862912,176.71600902234107,176.71600902234107,0.6964065261388817,0.08728426046993422,0.07786551172130717,5.320036363968451,909.9610865780422,0.12422978591526504,0.02412563821954452,0.019395067795332222,Econ/Fin,1
+loop_seattle/H/long,Credence,54.64845212156271,54.64845212156271,4.00427861694294,4.00427861694294,0.8397277271999716,0.11943499325967795,0.09290104400763127,6.745365559909182,7.392459138984991,0.13211311906639867,0.0715618074782964,0.05734788367588174,Transport,1
+m_dense/D/short,Credence,7972.15925925926,7972.15925925926,42.987706886574074,42.987706886574074,0.6401850558696381,0.11753934078343803,0.09248046558949191,6.674480116870909,89.28694898617188,0.15456891596489558,0.07441807933546361,0.06155807237551119,Transport,1
+m4_daily/D/short,Credence,352801.7620344686,352801.7620344686,175.02748212440778,175.02748212440778,3.2512786127729063,0.03761074586027258,0.029845498968524658,24.072089857688447,593.9711794645162,0.09175213209320293,0.027036908885540886,0.021327812914881717,Econ/Fin,1
+m_dense/H/short,Credence,43176.36068793403,43176.36068793403,85.52203759087456,85.52203759087456,0.7634620809393522,0.28628258212707786,0.20327998800888086,7.927807493511263,207.78922177999038,0.3685663383029902,0.15169479903271224,0.12493999679182302,Transport,1
+m_dense/H/medium,Credence,35982.63861111111,35982.63861111111,77.82327365451388,77.82327365451388,0.6750128309610246,0.26559301938140745,0.1872690853568675,7.668932035708439,189.69090281589973,0.3300382172157605,0.1354026688341385,0.11224754902476472,Transport,1
+m_dense/H/long,Credence,33365.56061728395,33365.56061728395,76.83492283950618,76.83492283950618,0.6635170516510428,0.2672928797984264,0.18675558962070568,6.952728745461807,182.66242256491603,0.3162156812193223,0.1330126203625371,0.11005157685452689,Transport,1
+sz_taxi/15T/short,Credence,16.542044675684966,16.542044675684966,2.713050236195435,2.713050236195435,0.5413397080011091,1052505187116.6085,0.3928081980379438,3.809533145696896,4.0671912514270785,0.3802997913230212,0.253681810097318,0.19921639274901,Transport,1
+sz_taxi/15T/medium,Credence,16.26387031750801,16.26387031750801,2.740928010859041,2.740928010859041,0.5343902512638006,9547619092255.111,0.40399731733067784,3.8099304304134582,4.032848908341101,0.37532390158845375,0.25508909914303285,0.2012139307529757,Transport,1
+sz_taxi/15T/long,Credence,15.437054843304843,15.437054843304843,2.6829066958522523,2.6829066958522523,0.5059875993489118,6579843666924.634,0.39717084255889173,3.840094691304683,3.929001761682583,0.36366138787427643,0.24832505346930456,0.19733732948712,Transport,1
+sz_taxi/H/short,Credence,7.16485830453726,7.16485830453726,1.8405209810305865,1.8405209810305865,0.560501863683958,1.1060429566945784,0.29464194692709156,3.884994825869058,2.67672529493358,0.24935348013052103,0.17145588781257642,0.13474393705755836,Transport,1
+kdd_cup_2018/H/short,Credence,4366.834940322303,4366.834940322303,22.11540043388925,22.11540043388925,0.9232946272744946,0.8672966286987673,0.4865883925935503,7.410279287889337,66.08203190219186,1.3832166080652961,0.46291538401008847,0.37108780090840277,Nature,1
+kdd_cup_2018/H/medium,Credence,5179.8799228146545,5179.8799228146545,24.97020068765824,24.97020068765824,1.0231086828735965,0.9228104975619303,0.54850995879905,8.400142448957727,71.97138266571412,1.5064913881423707,0.5226715244705741,0.4151927584293543,Nature,1
+kdd_cup_2018/H/long,Credence,4096.371096336147,4096.371096336147,23.719996162660532,23.719996162660532,0.9993973293827084,0.9820791882338883,0.5971977879268109,7.430312720550339,64.00289912446269,1.5017666496739275,0.5565669626653209,0.4358402935082522,Nature,1
+kdd_cup_2018/D/short,Credence,2888.927228269001,2888.927228269001,21.12797560489862,21.12797560489862,1.1952953836900297,0.5291491156602859,0.4646283894662181,9.049681395728863,53.74874164358642,1.2040288863995243,0.47328908848004403,0.37458848125983474,Nature,1
+hospital/M/short,Credence,2834.9423776135036,2834.9423776135036,17.72574792867741,17.72574792867741,0.7534969901084262,0.19072928070141304,0.171835050294532,5.087405135235105,53.244176936201235,0.19328872633073854,0.06434858115093305,0.0507050420998614,Healthcare,1
+hierarchical_sales/W/short,Credence,463.5034832065388,463.5034832065388,8.880850751521224,8.880850751521224,0.7153194852123632,0.5190059380716755,0.4543076030266486,6.562817201134447,21.52913103695871,0.9884129365880346,0.40772420194954395,0.3430515558311208,Sales,1
+hierarchical_sales/D/short,Credence,28.729503773834747,28.729503773834747,2.292235123317761,2.292235123317761,0.7405168655034932,0.6308665744765213,1.0598728859067335,6.879417539248687,5.359991023671098,1.6443858877424427,0.7032323508612238,0.5677235036013336,Sales,1
+electricity/W/short,Credence,35677167338.926125,35677167338.926125,25591.681211289415,25591.681211289415,1.3913983663991643,0.12404143190513252,0.09128269235749974,10.49396140509632,188884.00498434514,0.430970971545659,0.05839177179682473,0.046217533866786224,Energy,1
+electricity/H/short,Credence,1525633.6620027788,1525633.6620027788,160.67214860830222,160.67214860830222,0.8772902814770303,0.16777715137842344,0.11950123753924799,9.817165267459965,1235.1654391225406,0.5830862954147924,0.07584872838969985,0.06213982642124559,Energy,1
+electricity/H/medium,Credence,5290059.0672032265,5290059.0672032265,233.38883924329602,233.38883924329602,1.0428183929415498,0.23639100108804828,0.12653187804705238,8.500259797002409,2300.0128406605095,0.897770802276334,0.09109935464083072,0.07259659109428923,Energy,1
+electricity/H/long,Credence,8082463.757674925,8082463.757674925,270.9681885674737,270.9681885674737,1.1622827572419159,0.2912307404545631,0.13844394046323913,9.334767830385333,2842.967421142023,1.121265560031176,0.1068697781920744,0.08449070789043954,Energy,1
+electricity/D/short,Credence,1207132443.7733333,1207132443.7733333,4100.2335774211715,4100.2335774211715,1.3495531914085952,0.36024277470196775,0.09100998989390749,10.744090104684702,34743.811589595825,0.5709562248343537,0.06738045646679959,0.05300851707025143,Energy,1
+electricity/15T/short,Credence,131392.11671461287,131392.11671461287,50.44386328695057,50.44386328695057,0.9636366174137869,0.16142363722445216,0.1621331247068244,10.250187797556046,362.48050528906083,0.7145205404168453,0.09943479974947253,0.08247345849118831,Energy,1
+electricity/15T/medium,Credence,235986.55371074952,235986.55371074952,51.61692567416355,51.61692567416355,0.8166610134195745,0.12697121274678602,0.13014899771855473,6.932790746300936,485.784472488314,0.8370555552892645,0.08894115977235362,0.0718116872997907,Energy,1
+car_parts/M/short,Credence,1.3443089131499977,1.3443089131499977,0.4581129398338979,0.4581129398338979,0.8370634232671614,0.8049785677915271,1.882188799020695,13.648863809842867,1.1594433634938783,2.7802262494483663,1.0985078362949185,0.9442805842923128,Sales,1
+covid_deaths/D/short,Credence,378188.1140062069,378188.1140062069,108.68806111041765,108.68806111041765,34.97108897386375,0.09075509984307899,0.36807812346997815,622.2833335716725,614.9700106559725,0.23138544838779088,0.04089441000156739,0.03322237663759045,Healthcare,1
+electricity/15T/long,Credence,304050.5199430368,304050.5199430368,57.02846970557594,57.02846970557594,0.8642380743404394,0.1308116295869595,0.13206093708343256,7.0548848664548025,551.4077619539253,0.8699133493064254,0.08996940288182395,0.07201943067928405,Energy,1
+jena_weather/H/short,Credence,1075.1322678401755,1075.1322678401755,8.347192584123826,8.347192584123826,0.5210019579149167,1.395962111432094,0.6077056093037256,4.3659107858696204,32.78920962512173,0.20099576256484544,0.05116775786617829,0.04101708441768538,Nature,21
+jena_weather/H/medium,Credence,1186.5049882192461,1186.5049882192461,9.803821769593254,9.803821769593254,0.7456613391720759,2.20877425457439,0.6701472923918745,6.077787788960267,34.4456817064091,0.2107792314111413,0.059991323008195575,0.04826633343479608,Nature,21
+jena_weather/H/long,Credence,1130.2408585482804,1130.2408585482804,10.76051781063988,10.76051781063988,0.9077538308252998,2.155136504315446,0.6517823862605664,6.585881604300189,33.619054991898274,0.20242395594625853,0.064790238267697,0.05271971803611088,Nature,21
+jena_weather/D/short,Credence,360.8901181175595,360.8901181175595,9.340482197110616,9.340482197110616,0.9937645238911081,0.6019073589602502,0.44512733380400055,6.466172778180113,18.997108151441353,0.11439364040524394,0.056244969136883385,0.044242303975310475,Nature,21
+jena_weather/10T/short,Credence,788.7378164518448,788.7378164518448,5.466740783055624,5.466740783055624,0.27077702219171607,0.34787774990199616,0.5432388317757615,2.095932056787003,28.08447643186258,0.17443980223730696,0.03395531276477491,0.027615336053660053,Nature,21
+jena_weather/10T/medium,Credence,1454.8164051226552,1454.8164051226552,9.531055528604966,9.531055528604966,0.5982117847501426,0.7790376010579546,0.6450781945562306,5.254830764954998,38.14205559644964,0.23407714347343386,0.058491924924733145,0.04750007854072305,Nature,21
+jena_weather/10T/long,Credence,1403.6030564888445,1403.6030564888445,9.603791792935164,9.603791792935164,0.6463866061709543,0.842861191998725,0.6357578268223568,5.518140532401427,37.46469079665338,0.22925285496906522,0.05876724564494566,0.04812969741164127,Nature,21
+ett2/W/short,Credence,2964300.0,2964300.0,1166.6429966517858,1166.6429966517858,0.7712872750954578,0.12006293875830513,0.1294604556465046,8.67896865903544,1721.7142620074912,0.14442543109405384,0.0978634616918564,0.08384630584244074,Energy,7
+ett2/H/short,Credence,106.10571594238282,106.10571594238282,6.302439953031994,6.302439953031994,0.7239941760542563,0.11788169814215134,0.10784536704876845,5.071351588078193,10.300762881572549,0.13064232602877393,0.07993246952550748,0.06344846420135918,Energy,7
+ett2/H/medium,Credence,233.66578311011904,233.66578311011904,9.449562000093007,9.449562000093007,1.032354057589049,0.17500831834954556,0.1678265140953696,7.527016676251642,15.286130416495832,0.20599042459635983,0.127338916757391,0.1027503914161881,Energy,7
+ett2/H/long,Credence,226.2981398809524,226.2981398809524,9.15840076264881,9.15840076264881,1.0217813610000894,0.17940548926936442,0.1728095737269313,8.01697175490175,15.043209095168237,0.20600517628013984,0.12541725316838293,0.10239122253536842,Energy,7
+ett2/D/short,Credence,104521.9746031746,104521.9746031746,192.6950706845238,192.6950706845238,1.2724323302823013,0.42282790834941564,0.13220255239697806,12.488432766901184,323.29858428884995,0.1850322992280923,0.11028446677892514,0.09198330814035699,Energy,7
+ett2/15T/short,Credence,7.6752898534139,7.6752898534139,1.6792806761605399,1.6792806761605399,0.7270627958244034,0.10533737187218753,0.12432981407460246,5.261593292780878,2.7704313478976337,0.13152223676251082,0.07972143068923164,0.06354002244339592,Energy,7
+ett2/15T/medium,Credence,11.214409790039063,11.214409790039063,2.084752943250868,2.084752943250868,0.8610712135269182,0.12968421052994128,0.15661658323096042,6.4771817574897375,3.348792288279323,0.1784631954248445,0.11110025343347499,0.08826969731334394,Energy,7
+ett2/15T/long,Credence,11.190497039310516,11.190497039310516,2.114925769624256,2.114925769624256,0.8782253118995644,0.1333790227136247,0.15985195841485994,6.932672596729436,3.3452200285348224,0.17827282177199527,0.11270821697021899,0.09089333221966853,Energy,7
+ett1/W/short,Credence,1253685.2857142857,1253685.2857142857,894.6405552455357,894.6405552455357,1.56493604769043,0.6707758222307477,0.5668904919966399,8.252324477635039,1119.680885660859,0.445547748666724,0.35599882998835986,0.26151685293320026,Energy,7
+ett1/H/short,Credence,93.07295207069033,93.07295207069033,4.802978152320499,4.802978152320499,0.7993522891032343,0.44706320422036305,0.25579450661474556,5.52860614848358,9.647432408194957,0.45028514893373367,0.22417464472785556,0.17307522213873766,Energy,7
+ett1/H/medium,Credence,140.69910714285714,140.69910714285714,6.895627267020089,6.895627267020089,1.262242807376277,3277745247375.108,0.4354628725381994,8.852059419337555,11.861665445579602,0.5681457201383867,0.33028423684694397,0.25615459786096345,Energy,7
+ett1/H/long,Credence,142.68213872354497,142.68213872354497,7.136190812045304,7.136190812045304,1.3543608574786439,3848029630019.5146,0.4718904249402749,9.327672371124457,11.94496290172326,0.5720183882162103,0.3417367136167985,0.26268251189377545,Energy,7
+ett1/D/short,Credence,41578.201587301584,41578.201587301584,137.32098524305556,137.32098524305556,1.6730259584770841,1.2093455844455294,0.47705758852649643,10.7880273791868,203.90733578589462,0.5355693811170812,0.36067812272450184,0.27508666226535256,Energy,7
+ett1/15T/short,Credence,4.662322132928031,4.662322132928031,1.0652648131052653,1.0652648131052653,0.6776549174663714,0.47372050907300867,0.23782750697385283,4.4623681646332365,2.159241101157541,0.4081864440644926,0.2013793901085708,0.15492806223767028,Energy,7
+ett1/15T/medium,Credence,8.843387063647073,8.843387063647073,1.543362310500372,1.543362310500372,0.9725446187423443,0.7157097092589441,0.3798302858706109,6.735816570377376,2.9737832913053825,0.566806002136499,0.294166364987163,0.2276705717681897,Energy,7
+ett1/15T/long,Credence,8.392706124441965,8.392706124441965,1.5329517376612103,1.5329517376612103,0.9781559345058916,0.7324397854734935,0.38279931160659103,7.023077284469047,2.897016762885911,0.5521742430960129,0.2921821082604248,0.22835065268151128,Energy,7
+bizitobs_service/10S/short,Credence,1997.9256756671523,1997.9256756671523,17.842970648467855,17.842970648467855,0.7237281656425067,0.05660382793693946,0.045697773864466266,5.523405269582212,44.69816188242143,0.03311382788882575,0.013218643322133988,0.010252276296669338,Web/CloudOps,2
+bizitobs_service/10S/medium,Credence,4556.090228174603,4556.090228174603,26.533218974764385,26.533218974764385,0.9647815539561216,0.06107691689143105,0.053858580242839446,9.224766822666446,67.49881649462162,0.05080119754019902,0.019969524926733585,0.01712799940726285,Web/CloudOps,2
+bizitobs_service/10S/long,Credence,129421.48566137566,129421.48566137566,76.17236400462963,76.17236400462963,1.3370194159847177,0.07860183392882977,0.07584869148135491,17.690718788730695,359.7519779811859,0.266515781940229,0.05643092574182126,0.05114256791376083,Web/CloudOps,2
+bizitobs_l2c/H/short,Credence,53.148751395089285,53.148751395089285,4.4130919925750245,4.4130919925750245,0.4394223234234872,0.40957613242901775,0.6008141524671522,2.716785663925974,7.290319018745976,0.392966886461398,0.23787697294599847,0.18519021372096006,Web/CloudOps,7
+bizitobs_l2c/H/medium,Credence,70.43136160714286,70.43136160714286,4.814887927827381,4.814887927827381,0.48739709599198294,0.48642187228409317,0.7550630961382749,3.3618633245902725,8.392339459718182,0.5081689015175606,0.2915487774247358,0.2310097444693461,Web/CloudOps,7
+bizitobs_l2c/H/long,Credence,80.96149553571429,80.96149553571429,5.304670836433532,5.304670836433532,0.567811158897224,0.6271207733074948,0.7826679040163869,4.518210895075608,8.997860608817758,0.5496152954115319,0.32402460491221463,0.2596866164869739,Web/CloudOps,7
+bizitobs_l2c/5T/short,Credence,18.752176766168503,18.752176766168503,2.5036689122517903,2.5036689122517903,0.26211307580694493,0.14346513937073793,0.20338597296761687,2.3325914088500728,4.330378362934179,0.14872271583610872,0.08598612152962629,0.0688893920556652,Web/CloudOps,7
+bizitobs_l2c/5T/medium,Credence,79.86641754357993,79.86641754357993,5.566847363945579,5.566847363945579,0.5466309265585393,0.3667817146245512,0.6491725086326049,3.3221314757504254,8.9368013037988,0.470207186369805,0.2928980456170996,0.2268416466401471,Web/CloudOps,7
+bizitobs_l2c/5T/long,Credence,96.21248511904761,96.21248511904761,6.004980856274802,6.004980856274802,0.5920033658093712,0.4431110912448344,0.7644439044400726,3.509862998208682,9.808796313465155,0.5507492488242376,0.33717069761732316,0.26147389840582913,Web/CloudOps,7
+bizitobs_application/10S/short,Credence,350140.7411111111,350140.7411111111,322.68848524305554,322.68848524305554,1.0363998400381071,0.014510410096910264,0.014646855095585802,5.98163681328812,591.7269143034742,0.022820543229205716,0.012444805786338428,0.009627715825301733,Web/CloudOps,2
+bizitobs_application/10S/medium,Credence,2891940.6933333334,2891940.6933333334,951.5125,951.5125,2.1562148620175603,0.030659735997517902,0.031199743209209332,16.877748526605277,1700.5706963644097,0.06677640616761417,0.03736309540638263,0.030324168755055052,Web/CloudOps,2
+bizitobs_application/10S/long,Credence,6060475.164444445,6060475.164444445,1497.650138888889,1497.650138888889,3.1371308382989205,0.045429212782118054,0.046441943993136246,40.28921595812408,2461.803234307008,0.09494191063847077,0.05775837957825591,0.05071972157378911,Web/CloudOps,2
+bitbrains_rnd/H/short,Credence,1818641.0937801444,1818641.0937801444,149.75174539903512,149.75174539903512,5.821635419912829,1.3724220529567637,0.5525362211662677,201.93884283165897,1348.570018122954,5.902002318764386,0.6553869185185583,0.6166622943900338,Web/CloudOps,2
+bitbrains_rnd/5T/short,Credence,1583829.069178179,1583829.069178179,119.75410507263618,119.75410507263618,1.6432523465160396,1.0642778200798646,0.6526269984224173,52.60856245988648,1258.5027092454663,5.149429799470652,0.48999922903598125,0.40117422401416386,Web/CloudOps,2
+bitbrains_rnd/5T/medium,Credence,2661676.643867556,2661676.643867556,191.70914324027754,191.70914324027754,4.388420485709358,2.126143836495376,0.7265995961416354,159.79294402692142,1631.4645702152272,6.864403118729712,0.8066180931982825,0.7392441131936254,Web/CloudOps,2
+bitbrains_fast_storage/5T/short,Credence,1584125.514225858,1584125.514225858,153.81169814644826,153.81169814644826,0.6797086451842964,1.9402938693640246,0.7305929533302803,13.27901284781038,1258.6204806159235,3.951757024078375,0.48293069109935455,0.3834838314310236,Web/CloudOps,2
+bitbrains_rnd/5T/long,Credence,2601235.93952657,2601235.93952657,192.63408900834602,192.63408900834602,3.314314874292069,2.180930377394704,0.6953672589385378,115.38980282967576,1612.834752703007,6.178406623419138,0.7379378013964702,0.6916969658437743,Web/CloudOps,2
+bitbrains_fast_storage/H/short,Credence,3455853.832133464,3455853.832133464,351.5712851839025,351.5712851839025,1.0135300721552434,4.280307864664333,0.5771279368595401,18.285717614805222,1858.9926928671516,5.298732994898757,1.0020923567966016,0.7365040793156743,Web/CloudOps,2
+bitbrains_fast_storage/5T/medium,Credence,3092077.0591349504,3092077.0591349504,305.3724750419639,305.3724750419639,0.982785470940544,4.76438113700308,0.8080981329653673,20.957243144873516,1758.430282705274,5.342596876048292,0.927805922837249,0.6860463744559588,Web/CloudOps,2
+bitbrains_fast_storage/5T/long,Credence,3979524.15212993,3979524.15212993,382.79015117880357,382.79015117880357,0.8960704218847759,5.079025463954972,0.8231851048126867,15.810022827829737,1994.8744702687259,5.2718576144049445,1.0116000797480518,0.7373601867620561,Web/CloudOps,2

results/{Kairos-1.0 → Credence}/config.json

@@ -1,9 +1,10 @@
 {
-    "model": "Kairos-1.0",
+    "model": "Credence",
     "model_type": "agentic",
     "model_dtype": "float32",
     "org": "ContinualIST",
-    "model_link": "https://www.continualist.ai",
+    "model_link": "https://app.credence.continualist.ai",
+    "code_link": "https://github.com/SalesforceAIResearch/gift-eval/blob/main/notebooks/Credence.ipynb",
     "testdata_leakage": "No",
-    "replication_code_available": "No"
+    "replication_code_available": "Yes"
 }

results/Kairos-1.0/all_results.csv

@@ -1,98 +0,0 @@
-dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[mean],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
-loop_seattle/5T/short,Kairos-1.0,46.41670969991615,39.48958434113777,3.73834698404444,3.482136930892834,0.5517518947078408,0.09352713015057354,0.07413102849718217,4.2363034400512625,6.812980970171291,0.11682758584970943,0.05971096250164607,0.04733966464856693,Transport,1
-loop_seattle/5T/medium,Kairos-1.0,800926.6579153767,65.04676438338494,12.888767898606812,4.7415852562242,0.7544920277882594,0.15321824238150236,0.1096136249428071,5.908934467450468,894.945058601575,15.922911137402943,0.0843625426607222,0.06722841412007698,Transport,1
-loop_seattle/5T/long,Kairos-1.0,8323777.239050567,76.26844627909644,29.581201123724345,5.069633642930857,0.8026927443955993,0.16191277474988533,0.11609966805161392,6.500225712010214,2885.09570708678,51.00908213617418,0.08963215960474677,0.07164677523227347,Transport,1
-loop_seattle/D/short,Kairos-1.0,18.749701689886482,17.720668859649123,2.934278250773994,2.86148453624871,0.8666747519797835,0.05322087369590106,0.05279654078685339,7.481873324853892,4.330092572900316,0.0773845455007277,0.05113855571606152,0.0412259438086915,Transport,1
-loop_seattle/H/short,Kairos-1.0,54.7501166931454,49.61565521291619,4.075954878791891,3.8531616734730596,0.7864815788954806,0.10927576855829438,0.08828749109419132,7.034851502738738,7.399332178862184,0.13097570404616152,0.06820487995234517,0.05509684091603433,Transport,1
-loop_seattle/H/medium,Kairos-1.0,39461.08895768834,55.575083849329204,9.758557469040248,4.1781346749226005,0.8610273351973965,0.11318911147929567,0.09468768014504321,6.994169089987382,198.64815367299124,3.511083483450607,0.07384805434890662,0.05922626945930371,Transport,1
-loop_seattle/H/long,Kairos-1.0,14065308.36518748,54.34794031647747,42.58582731338149,4.080409087977296,0.8561230582481515,0.1275653410007095,0.09486797425933093,7.169324816431863,3750.3744299986206,67.02421210153675,0.07292237329319916,0.0585482143109582,Transport,1
-m_dense/D/short,Kairos-1.0,9320.094814814815,8479.881481481481,46.13447337962963,44.188854166666665,0.6697531399388559,0.12410657471246062,0.09680762396918403,8.017262900170548,96.54063815210056,0.16712612487229755,0.07649744295026076,0.06401263431561321,Transport,1
-m_dense/H/short,Kairos-1.0,47128.77333333333,45542.67555555556,90.16916666666667,88.39090277777778,0.7832320306108647,0.29010245973084164,0.20635660807291667,9.724985465289084,217.09162428185323,0.38506644571052995,0.15678343592654675,0.1302618534560454,Transport,1
-m_dense/H/medium,Kairos-1.0,1868130.2755555555,33244.25777777778,124.51404513888889,76.31626736111112,0.6623563249695791,0.2612074854049805,0.18574232313368055,7.239070196006786,1366.7956231842256,2.378051708060901,0.1327806636723924,0.11056874143258437,Transport,1
-m_dense/H/long,Kairos-1.0,80001817.91604938,33891.72148148148,230.54833333333335,78.63570987654322,0.6810563461493155,0.2658695412396669,0.18912202811535495,7.259816185803063,8944.373534018432,15.484032806223604,0.13613003826798445,0.11389410479073282,Transport,1
-sz_taxi/15T/short,Kairos-1.0,18.68458223634005,16.620458805517398,2.878856467967796,2.724141327016083,0.5436009409543864,1047377627428.7081,0.3924660828232911,3.880469713827281,4.322566626015156,0.4041784663841685,0.25471886474589955,0.19996778152473826,Transport,1
-sz_taxi/15T/medium,Kairos-1.0,4613.111111111111,16.322869925213674,4.0130859375,2.7647945045405984,0.5388605052467622,9524933370962.27,0.4074581048427484,3.9143725216092955,67.9198874491935,6.3210792121871116,0.2573102772246756,0.2028903168040159,Transport,1
-sz_taxi/15T/long,Kairos-1.0,199485.501994302,15.579733128561253,7.017065638354701,2.711269141737892,0.5113813543430615,7342413007199.252,0.4010082451366631,3.886492203983809,446.6379988248895,41.34001756728257,0.25095024212890493,0.19923386759500536,Transport,1
-sz_taxi/H/short,Kairos-1.0,9.41603753505609,7.174417609842415,1.989395272018563,1.8444965069110577,0.5624451478519094,1.254725790431357,0.29544282570863384,3.990932135861109,3.0685562623253446,0.28585495155195645,0.17182623179972528,0.13524938500381156,Transport,1
-bitbrains_fast_storage/5T/short,Kairos-1.0,2246432.136426256,1641908.7126581012,199.17669540893317,160.59959284599017,0.740520759496161,2.0592004007811178,0.7532021428171903,13.584320500679693,1498.8102402993702,4.7058935333902046,0.5042430089669587,0.4010489546733515,Web/CloudOps,2
-bitbrains_fast_storage/5T/medium,Kairos-1.0,28667318048.340595,2938339.337968029,2135.2178955351137,312.2443677993479,1.0399371121732266,4.911594707723454,0.8179146279547042,23.815298618894523,169314.25825470398,514.423509015717,0.9486846826101375,0.6979162240937264,Web/CloudOps,2
-bitbrains_fast_storage/5T/long,Kairos-1.0,973568106351.1896,3942542.6739633037,5512.803417922565,399.12365234936374,0.919533743910511,5.066533353570468,0.8290828661286943,18.70367820761611,986695.5489669493,2607.5417495325414,1.0547646513825901,0.7475389921621595,Web/CloudOps,2
-bitbrains_fast_storage/H/short,Kairos-1.0,5217690.4545836225,2858801.81195966,369.382048513825,317.2470460718539,1.0096036230873602,3.976286088000436,0.5814159542912286,19.229537781123057,2284.2264455573627,6.510787195070775,0.9042571104348875,0.6829068010824965,Web/CloudOps,2
-bitbrains_rnd/5T/short,Kairos-1.0,2001960.6776230708,1547172.0399112664,153.69176307995468,119.77142830804267,1.6956658545155197,1.091520248600477,0.6729768235681078,52.894039772639665,1414.9065967840672,5.7893893101817095,0.4900701065977144,0.40531745395513386,Web/CloudOps,2
-bitbrains_rnd/5T/medium,Kairos-1.0,19884279831.01946,2500068.6545900092,1690.2488449462676,194.17179882069652,4.42581602489894,2.3076027857567563,0.7601672115769142,167.05873730054802,141011.6301268071,593.307732753489,0.8169796322429235,0.725467059449666,Web/CloudOps,2
-bitbrains_rnd/5T/long,Kairos-1.0,18072091412101.61,2408570.118857807,11952.674602677122,194.7053285998393,3.3494061075944708,2.5233771373263956,0.7320056337862634,124.92104984206321,4251128.251664681,16285.115276224784,0.7458722798828687,0.6686505056555919,Web/CloudOps,2
-bitbrains_rnd/H/short,Kairos-1.0,2412481.759515792,1793187.7195345466,205.30995055624228,150.59245663015216,5.781759136286356,1.3952278674678777,0.5686808027151443,201.82258574097438,1553.2165848701823,6.7976360125033075,0.6590662991703912,0.6090687621404574,Web/CloudOps,2
-bizitobs_application/10S/short,Kairos-1.0,468325.44,427108.37333333335,361.49385416666667,349.5624652777778,1.1412345228740122,0.016211329566107855,0.016352488199869793,8.174588048682619,684.3430718579681,0.026392376884127985,0.01348122704465806,0.010769121321149875,Web/CloudOps,2
-bizitobs_application/10S/medium,Kairos-1.0,159531076.26666668,3750517.3333333335,2362.400625,1072.0522916666666,2.310015981721721,0.03324707984924316,0.03394646962483724,19.73051079877065,12630.561201572425,0.4959649644229638,0.04209633825532801,0.035775003998822746,Web/CloudOps,2
-bizitobs_application/10S/long,Kairos-1.0,7344801.564444444,6290378.524444444,1561.84125,1517.7727777777777,3.2148700671401054,0.04657274881998698,0.0476451916164822,47.17404611948014,2710.1294368432746,0.1045188596820956,0.05853442932771401,0.05217104860998017,Web/CloudOps,2
-bizitobs_l2c/5T/short,Kairos-1.0,21.23115234375,18.631319754464286,2.68963623046875,2.5361993698846725,0.26398663333616545,0.14499038323201988,0.2030858176095145,2.155200573371466,4.607727459795122,0.1582480116425975,0.08710335212215518,0.06955900884666479,Web/CloudOps,7
-bizitobs_l2c/5T/medium,Kairos-1.0,4454383.281632653,77.35292835884354,27.41049107142857,5.607366735756803,0.5503051180531533,0.36818355182673634,0.6688972317442602,3.3019385117348374,2110.5409926444577,111.04549306250699,0.2950299501997449,0.2294598833062331,Web/CloudOps,7
-bizitobs_l2c/5T/long,Kairos-1.0,45665526.41015873,108.25688492063492,63.60807043650794,7.062970610119048,0.6782487381034644,0.4980840741049414,0.7950820002480159,3.814949466710409,6757.627276652563,379.4306689131147,0.39657524059815424,0.3019263778886605,Web/CloudOps,7
-bizitobs_l2c/H/short,Kairos-1.0,66.09671068948413,51.78759765625,4.664856925843254,4.351799858940972,0.43300425863676156,0.380999009386241,0.6005599006773934,2.8221093776211017,8.12998835727851,0.43822719371734303,0.2345731575489759,0.1830997636145075,Web/CloudOps,7
-bizitobs_l2c/H/medium,Kairos-1.0,260.58182663690474,75.76811755952382,7.002078683035714,5.096981956845238,0.5185340742218847,0.45425792113627333,0.7699148995535714,3.8642024076762,16.142547092602975,0.9774557455781239,0.30862999935799174,0.24202470388697078,Web/CloudOps,7
-bizitobs_l2c/H/long,Kairos-1.0,71551.90476190476,83.73146081349206,17.961873759920636,5.516447327628968,0.5911382486473035,0.6264464348105174,0.779625980437748,5.035338132115498,267.4918779363305,16.339175933453205,0.3369605242190254,0.2675331449174821,Web/CloudOps,7
-bizitobs_service/10S/short,Kairos-1.0,2731.0120634920636,2303.8503703703705,19.653382936507935,18.86288525132275,0.7460001482846732,0.06643929294808201,0.053894866458953375,5.630685697428109,52.25908594198777,0.038715201546808894,0.013974228425463954,0.010868375033851716,Web/CloudOps,2
-bizitobs_service/10S/medium,Kairos-1.0,157409638.88761905,17936.906666666666,199.1577976190476,37.61436259920635,1.0102417545943094,0.07406943184988839,0.06781591021825396,8.93025460233363,12546.299808613656,9.442640890894376,0.0283094556787449,0.02123319481903784,Web/CloudOps,2
-bizitobs_service/10S/long,Kairos-1.0,1080616.038941799,130219.7908994709,102.77740740740741,75.860291005291,1.2985016180212088,0.0844646732390873,0.08330914532696759,17.266032938092643,1039.5268341614847,0.7701147115843958,0.056199728769264864,0.051069516617109185,Web/CloudOps,2
-car_parts/M/short,Kairos-1.0,2.951399214131211,1.3417234982059378,0.7032678045883777,0.45101323792290465,0.8389415179659351,0.8386535553243251,1.8965559921781587,15.3994817582738,1.717963682424984,4.1195006809853,1.0814834794029,0.9328574448339837,Sales,1
-covid_deaths/D/short,Kairos-1.0,2313112.573433584,389959.7954887218,151.91201441102757,103.3047697368421,33.91695107163138,0.0876432094466681,0.3637471363956767,649.726249282015,1520.8920321421847,0.5722430286053012,0.03886892235231148,0.03181424860100445,Healthcare,1
-electricity/15T/short,Kairos-1.0,152432.1804391892,143022.6599099099,57.705828054617115,55.702191019144145,1.058141028103056,0.18296966969965173,0.17361176499375353,12.156443442568376,390.42564008936347,0.7696058950411229,0.10979999818973958,0.0911066163236147,Energy,1
-electricity/15T/medium,Kairos-1.0,49237668.024504505,240116.12032432432,114.44002027027027,54.38962232545045,0.8576780622902037,0.1387367406447703,0.13610652064417933,7.180637396699474,7016.95575192722,12.090921355975333,0.0937187962083992,0.07522088522790144,Energy,1
-electricity/15T/long,Kairos-1.0,130294729631.03058,301448.91936336335,1067.9915172672672,59.02531437687688,0.904015531828549,0.14433433954834957,0.1380884034669435,7.422345457050162,360963.6126135577,569.4643365976573,0.0931196672449135,0.07445031627373046,Energy,1
-electricity/D/short,Kairos-1.0,1335494884.637982,1269393107.0362523,4371.395099099099,4199.143639639639,1.385018115072168,0.4779094891585442,0.09481195453265766,11.402491530756869,36544.42344103929,0.6005462415110736,0.06900587539489715,0.05428626041848006,Energy,1
-electricity/H/short,Kairos-1.0,2321070.4033333333,1497918.3992792792,176.17496234515767,166.774829321509,0.9137975487533667,0.1796448081910837,0.12326065853909329,10.607158788020051,1523.5059577610234,0.7192036115333312,0.0787296294772342,0.06446244268534031,Energy,1
-electricity/H/medium,Kairos-1.0,1078970782.0281081,4741568.389189189,448.2484346846847,229.15208896396396,1.0456241708073986,0.2163719539598744,0.128042242376654,8.85714081568282,32847.69066506971,12.821536138366413,0.08944561186330156,0.07119458766503023,Energy,1
-electricity/H/long,Kairos-1.0,1044575465.2874955,6450800.092636636,617.4200840840841,253.54705105105106,1.1537150578541082,0.2928539645710497,0.1396308007225976,9.898635536862416,32319.892717759685,12.746956128509463,0.09999888194197962,0.07976140872335369,Energy,1
-electricity/W/short,Kairos-1.0,37985064247.812614,35073356919.927925,27267.54954954955,25728.36036036036,1.3983836909933836,0.19547633969546657,0.09221550967242266,10.979843740344567,194897.57373505863,0.4446919468533754,0.05870362795560954,0.046404454794418876,Energy,1
-ett1/15T/short,Kairos-1.0,5.0456566220238095,4.5747555687313985,1.0945853823707217,1.0602505638485864,0.6751031107372981,0.47276250715409096,0.23559068952287945,4.830657994500924,2.246253908627386,0.4246354894014478,0.20043148966321467,0.1564244510865999,Energy,7
-ett1/15T/medium,Kairos-1.0,421.92373015873017,9.34019779265873,2.2519159226190477,1.591880890376984,0.9962790545682112,0.6927709018817472,0.39375143384176586,6.820593503992116,20.54078212139767,3.9150933818853146,0.3034140716663499,0.23482726873173718,Energy,7
-ett1/15T/long,Kairos-1.0,54620.74412698413,8.987181919642858,5.469401661706349,1.585382099454365,1.004440079619119,0.714697126806696,0.3983298068576389,7.029236447410339,233.7108130296588,44.545512043296696,0.30217539569086715,0.23355591902935113,Energy,7
-ett1/D/short,Kairos-1.0,42496.33015873016,42903.65714285714,136.30761408730157,137.3610367063492,1.6328430734982238,1.3835279676649306,0.46812579442584323,9.9636245222363,206.1463804162716,0.5414503061086354,0.3607833192213632,0.2761893641169846,Energy,7
-ett1/H/short,Kairos-1.0,104.36030505952381,104.177734375,5.01078113374256,4.994156901041666,0.8258334788270056,0.4816275823683966,0.26053777422223773,5.850279313231186,10.215689162240784,0.47680800731719225,0.23309773451375837,0.18058194677587605,Energy,7
-ett1/H/medium,Kairos-1.0,301.5686011904762,140.70352492559525,7.733419363839285,6.795472935267857,1.2435913048080822,3619833528028.626,0.43795205979120166,8.31004313977209,17.365730655243855,0.8317773330668579,0.3254870449875545,0.25208367935278286,Energy,7
-ett1/H/long,Kairos-1.0,2357345.7947089947,148.7593253968254,30.553798776455025,7.1283657820767194,1.3463798119596055,3615245470612.92,0.4749993541253307,8.727281281108915,1535.3650363053714,73.52530621886542,0.3413619983352485,0.26321061927590933,Energy,7
-ett1/W/short,Kairos-1.0,1101766.4285714286,1041430.0,808.4748186383929,800.4866071428571,1.4592122986410556,0.6257100786481585,0.5375720773424421,7.739463438470115,1049.6506221459733,0.41768103534940343,0.3185327267955093,0.2374701464033839,Energy,7
-ett2/15T/short,Kairos-1.0,7.753156970796131,7.5661440894717265,1.7334863571893602,1.7071097237723214,0.7377724799118248,0.10645821528785623,0.12607496352422806,5.456602793025412,2.784449132377198,0.13218770586890147,0.08104257155500737,0.06380760629315434,Energy,7
-ett2/15T/medium,Kairos-1.0,53870.01396825397,11.51843005952381,7.083020213293651,2.1220348152281745,0.8744187689613766,0.13230648596996614,0.15862158396887402,6.355190837997114,232.09914684947458,12.368983665532584,0.11308707646509027,0.08886547530931717,Energy,7
-ett2/15T/long,Kairos-1.0,1244768.386031746,10.850311259920636,22.168035714285715,2.088462146577381,0.8684797485795126,0.13218201208836333,0.15873958527095733,6.754839937365657,1115.6918866926235,59.457240190624724,0.11129792818175203,0.08914688430061385,Energy,7
-ett2/D/short,Kairos-1.0,133450.4380952381,108822.83174603175,230.04315476190476,203.3035218253968,1.366906257022296,0.4265594966827877,0.14082518078031994,12.169853097271115,365.3086887759968,0.20907580093114594,0.11635596952316582,0.09568843623713674,Energy,7
-ett2/H/short,Kairos-1.0,114.04789806547619,102.14484747023809,6.408056059337798,6.2270937965029765,0.7202662092352087,0.11821489935394619,0.10799971080961682,5.300494270317486,10.679321048899887,0.1354435050786824,0.07897687562628021,0.06272554361340897,Energy,7
-ett2/H/medium,Kairos-1.0,6095.63869047619,230.37455357142858,12.166593424479167,9.331796409970238,1.0031231116755026,0.16778200892102643,0.16325636364164806,6.5680521300108134,78.0745713435315,1.0521050567321197,0.12575195767805847,0.10089483767978613,Energy,7
-ett2/H/long,Kairos-1.0,18883.773544973545,234.34517195767197,17.874501901455027,9.390374917328042,1.0273355653754324,0.17777589995426218,0.17101553457754629,6.729109204295615,137.41824313013737,1.8818370747762507,0.1285939571265076,0.10343238454831684,Energy,7
-ett2/W/short,Kairos-1.0,4948578.857142857,3746672.8571428573,1509.4345703125,1321.123046875,0.8499286883421495,0.1296034370149885,0.1374074731554304,8.216773251146256,2224.5401450958034,0.18660481389454422,0.11082196958207086,0.09058099086696075,Energy,7
-hierarchical_sales/D/short,Kairos-1.0,37.91223129392311,28.95562732534105,2.644658336347664,2.284841844512195,0.7381580112022438,0.605356325340293,1.0519801732379082,7.320841630401771,6.157290905416367,1.8889886618983363,0.7009641747993,0.5684473728224128,Sales,1
-hierarchical_sales/W/short,Kairos-1.0,702.3738082627119,465.1878310381356,11.314786232123941,8.846314511056674,0.7139994718754318,0.5138436100357798,0.45320032410702465,6.5038621563912224,26.502335902005164,1.2167352045177515,0.40613862625688474,0.3422615013123384,Sales,1
-hospital/M/short,Kairos-1.0,2813.662755323772,2468.7787918296394,17.93265665743155,16.999716495545414,0.7443310113743749,0.18992392595101315,0.17046835317864514,4.885548360572766,53.043970018502314,0.19256192872860833,0.06171291845387763,0.048377755662407505,Healthcare,1
-jena_weather/10T/short,Kairos-1.0,931.9319444444444,738.184375,6.552312748015873,5.226546223958334,0.2634306295880845,0.336611437597097,0.5385505797371032,2.2602543019593995,30.527560407678248,0.18961441097616993,0.03246340259296719,0.026705043452858034,Nature,21
-jena_weather/10T/medium,Kairos-1.0,1361293.4834054834,1422.2240981240982,43.25592983405483,9.503554518398268,0.5942903710099459,0.7368490756498816,0.6479229375225469,5.491194451391315,1166.744823603466,7.160293036569638,0.05832315161303356,0.047737143613217486,Nature,21
-jena_weather/10T/long,Kairos-1.0,9318208.203174604,1391.2911375661376,102.29966931216931,9.595989376653439,0.6241920999871285,0.7801082080226069,0.6360493009052579,5.807947190201056,3052.574029106355,18.679223913450183,0.05871950443412284,0.04850588328806208,Nature,21
-jena_weather/D/short,Kairos-1.0,935.4150793650794,417.4187003968254,12.046179005456349,10.090944320436508,1.0496134149414131,0.6376008164459074,0.45204312763516863,6.904928195261917,30.58455622311822,0.18416901660245058,0.06076397769277164,0.04804981868297295,Nature,21
-jena_weather/H/short,Kairos-1.0,1177.827067669173,1082.2564745196323,9.24906994047619,8.233126762218046,0.5197023695630474,1.2633228010951805,0.6065953763804042,4.363655498652714,34.31948524773023,0.21037623518971907,0.05046853702998666,0.041110909738632934,Nature,21
-jena_weather/H/medium,Kairos-1.0,210865.47301587302,1271.0097222222223,33.92209821428571,9.99287574404762,0.7685150456162935,2.0174105593038703,0.6747739761594742,5.817246853798914,459.20090702858266,2.809931790809799,0.061148178945264475,0.04974594646113018,Nature,21
-jena_weather/H/long,Kairos-1.0,9043621.248677248,1280.9198412698413,69.55230654761905,11.472100281084655,0.9539534647893381,2.1041092742747782,0.6521870608052248,7.038898841184972,3007.261420075955,18.107045570985683,0.0690747539265379,0.05671785485273045,Nature,21
-kdd_cup_2018/D/short,Kairos-1.0,14809.133586009708,2959.990424895272,24.944276132056654,21.33833699049139,1.201709215945307,0.5092614670606423,0.46969980914206394,9.457613372679036,121.69278362339202,2.7260474864992683,0.47800139159461214,0.37879855275325536,Nature,1
-kdd_cup_2018/H/short,Kairos-1.0,5026.5782033673695,4473.5782187254545,24.475200258454624,22.45390767953601,0.9394896639400528,0.8398279994758225,0.4949886406737482,7.656461435463734,70.89836530814635,1.4840311930805676,0.4700009550030338,0.37681056516657463,Nature,1
-kdd_cup_2018/H/medium,Kairos-1.0,72279694.17142256,5259.826462418767,118.10454028864423,25.449822943223356,1.0440780278322204,0.9097479449830376,0.5635917952723427,9.162098747960433,8501.746536531335,177.95695238989433,0.5327108859782869,0.42352383529122684,Nature,1
-kdd_cup_2018/H/long,Kairos-1.0,67793794.89250708,4176.555984555985,224.20883402370504,24.151090338116134,1.020159479886682,0.9552584495590261,0.6124824965872007,8.253013433644488,8233.698737050505,193.1958438782304,0.566682171337635,0.4450550516046677,Nature,1
-m4_daily/D/short,Kairos-1.0,431491.96742032515,366828.02190003044,182.77459687299333,173.72087072053804,3.235400664970839,0.03838504204789866,0.030282091186321285,25.5829790386764,656.8804818384583,0.10146988125029324,0.026835073670289877,0.02126857006138826,Econ/Fin,1
-m4_hourly/H/short,Kairos-1.0,662346.2028985508,653169.6231884058,184.9741344605475,182.11111111111111,0.7026456829960439,0.08855172247894336,0.081483813299649,5.489360377669634,813.8465475128286,0.11110801754022104,0.02486218635372847,0.019938586558068187,Econ/Fin,1
-m4_monthly/M/short,Kairos-1.0,3270124.6422222224,1795522.5163703703,586.3848307291667,545.8695264756944,0.9049255926317975,0.1568603750511452,0.1287760993463022,7.497200219279688,1808.348595327301,0.3758369195891448,0.11345042756597364,0.09030605030821687,Econ/Fin,1
-m4_quarterly/Q/short,Kairos-1.0,2479248.7106666667,1702830.7906666666,579.6633645833333,540.9206061197916,1.1325982000958683,0.10983124430974324,0.09820457299550374,8.772499285649968,1574.563022132384,0.26355412275112955,0.0905405841621021,0.07220186786242365,Econ/Fin,1
-m4_weekly/W/short,Kairos-1.0,329779.0134990358,242206.60809942146,282.0981358474395,255.27710520677095,1.992977824303759,0.0619385341058228,0.06298883052717216,15.056642883953849,574.2638883814965,0.10462198090089804,0.04650753245281004,0.036993074467263326,Econ/Fin,1
-m4_yearly/A/short,Kairos-1.0,4406971.407213952,3308497.3515568324,890.6980173239314,848.6071519253649,3.150465358786515,0.15779903585990152,0.14161066282390838,32.485844471959346,2099.278782633205,0.3366290836740147,0.13607809039708837,0.11085871716695234,Econ/Fin,1
-restaurant/D/short,Kairos-1.0,181.134935089194,143.47306668534603,7.748054718875502,7.163993182030447,0.6870323506386159,0.6367005996369197,0.3962308627679322,4.605119435239797,13.458637935883184,0.619397701160127,0.3297035650424676,0.25862733564116824,Sales,1
-saugeen/D/short,Kairos-1.0,1315.7926041666667,1145.7463541666666,14.220794270833334,12.448705240885417,2.765808626366229,0.273547846476237,0.3131943766276042,28.198442528679735,36.27385565619771,1.1749188275096385,0.4032165288482413,0.3337734642484083,Nature,1
-saugeen/M/short,Kairos-1.0,472.01832217261904,408.2379092261905,13.258366176060267,12.524491083054315,0.7338706470532779,0.3501184327261789,0.35693384352184476,5.001186319685201,21.725982651484813,0.6522791765350784,0.37602279543463035,0.29323313361511205,Nature,1
-saugeen/W/short,Kairos-1.0,1047.65419921875,954.9484375,16.55290832519531,15.161328125,1.2299438009811574,0.40993947982788087,0.40602803230285645,11.206729536545637,32.36748676092646,0.9770395022636043,0.457657296481464,0.3663649262340312,Nature,1
-solar/10T/short,Kairos-1.0,26.08268609336983,25.17598274026764,2.379763771669708,2.308319195749696,1.0192779366612785,5.411258468955212,1.5380979960272203,7.4140933894109535,5.107121115987933,1.4856609795740225,0.6714898040681431,0.5211766255586466,Energy,1
-solar/10T/medium,Kairos-1.0,146503.0306569343,19.57151452941827,9.156564677339084,1.90937612323048,0.8357536449133267,3.6414924994412994,1.4550237347240655,6.164793994883356,382.75714318211527,84.93532687281919,0.42369812827392545,0.3317382103940032,Energy,1
-solar/10T/long,Kairos-1.0,15908233.911435524,18.406887260492702,51.21608088757097,1.8709905892006284,0.818680921370854,3.2753550067146815,1.4537195111326542,6.453290525110056,3988.512744298998,862.0531337841026,0.40438464262308405,0.31944987404121755,Energy,1
-solar/D/short,Kairos-1.0,172610.9897810219,134088.5800486618,278.3001520681265,250.60021289537713,0.9769615689781791,1.1111764132831508,0.4221720971620286,4.664311463387275,415.46478765476854,0.6002051090365813,0.36203195210479583,0.27984319565350013,Energy,1
-solar/H/short,Kairos-1.0,697.8343818030478,672.037592841593,11.064874813916635,10.763625604270713,0.8298039977952975,4.478320239002991,1.4012620779109042,7.846641691366296,26.416555070694738,0.9737230450112646,0.3967508356295322,0.3187281749227459,Energy,1
-solar/H/medium,Kairos-1.0,1334896.2413625305,699.6593673965937,28.61323182785888,10.988290754257907,0.8382147071096377,4.510477765212658,1.399772729432786,5.583585175672525,1155.37709920291,41.619379776635704,0.39582387976450456,0.314347901422664,Energy,1
-solar/H/long,Kairos-1.0,38897532.11743715,688.1233576642336,62.56485198702352,12.085312753446878,0.9190724702721073,4.960058215246748,1.4098956749290348,4.936428804570818,6236.788606120713,216.2408271984514,0.419019818018627,0.31484802179542953,Energy,1
-solar/W/short,Kairos-1.0,2015284.0875912409,1699244.6131386862,1110.3476277372263,1054.2294708029196,1.1596661686375778,0.2409699154596259,0.20665617058747007,6.1652796100198,1419.6070187172368,0.289777284447275,0.21519459202843447,0.1543520660139484,Energy,1
-temperature_rain/D/short,Kairos-1.0,420.6991788008758,183.88784653367554,6.837415176272376,5.779643503708709,1.3438507228718115,22.942804629002076,1.5066528233587975,19.777494151716283,20.51095265463981,2.414681393155356,0.6804168417949931,0.5496678853104833,Nature,1
-us_births/D/short,Kairos-1.0,192100.22666666665,192430.46666666667,269.4766666666667,269.1840104166667,0.3961537555941526,0.025860939025878906,0.025462465286254884,3.8273779982775658,438.29239859557987,0.04108635583065902,0.02523381667430663,0.02049921762733514,Healthcare,1
-us_births/M/short,Kairos-1.0,44151616.0,45769269.333333336,5445.31640625,5565.958333333333,0.6286907320102855,0.01709989955027898,0.01730688412984212,3.448860297697505,6644.668238520265,0.020638294246068216,0.017287828635108828,0.012923786616801674,Healthcare,1
-us_births/W/short,Kairos-1.0,2367281.0,2282613.285714286,1173.4828404017858,1166.069545200893,1.0598457958432264,0.01571459323167801,0.01576870892729078,6.881524355968866,1538.5970882593012,0.0208863046068662,0.015829279737822586,0.012332742865500195,Healthcare,1