board,dataset,panel,level,horizon_label,horizon,configuration,n_entities,n_windows,mase,rel_mase,mase_rank,wql,rel_wql,wql_rank,coverage_80pct daily,ad_spend,ad_spend,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5300,0.6561449505888269,0.6011149819028034,1.0,0.8909259853629992,0.46172073519759604,5.0,0.8249056603773585 daily,ad_spend,ad_spend,original,1d,1,TimesFM-3.0,100,5300,0.657156091518771,0.6020413198427038,2.0,0.8940219943277745,0.4633252360864235,6.0,0.8162264150943396 daily,ad_spend,ad_spend,original,1d,1,t0-beta,100,5300,0.6592510153591381,0.6039605453206413,3.0,0.8892797563887522,0.4608675800929291,2.0,0.8235849056603773 daily,ad_spend,ad_spend,original,1d,1,Timestral-209M + past & calendar covariates,100,5300,0.6593790741955694,0.6040778640397365,4.0,0.8955891278319796,0.4641374001108229,7.0,0.8326415094339623 daily,ad_spend,ad_spend,original,1d,1,TimesFM-2.5,100,5300,0.6593925877723432,0.6040902442515335,5.0,0.9239624300848128,0.47884181124192715,12.0,0.8394339622641509 daily,ad_spend,ad_spend,original,1d,1,t0-gamma + past & calendar covariates,100,5300,0.6596366114219272,0.6043138019754356,6.0,0.8859586227058,0.4591464087375359,1.0,0.8330188679245283 daily,ad_spend,ad_spend,original,1d,1,t0-beta + past & calendar covariates,100,5300,0.659645116849003,0.6043215940641169,7.0,0.8904686316603936,0.4614837124916904,4.0,0.8275471698113207 daily,ad_spend,ad_spend,original,1d,1,PatchTST-FM-r2,100,5300,0.6599331813951654,0.6045854990355685,8.0,0.9019557722051854,0.46743690171817637,8.0,0.7835849056603773 daily,ad_spend,ad_spend,original,1d,1,Timestral-209M,100,5300,0.6599933778315777,0.6046406468801906,9.0,0.904273363168419,0.46863798892520797,9.0,0.8320754716981132 daily,ad_spend,ad_spend,original,1d,1,t0-gamma,100,5300,0.6611027151766025,0.6056569456377748,10.0,0.8895368413468506,0.4610008138944026,3.0,0.8147169811320755 daily,ad_spend,ad_spend,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5300,0.6612391168501105,0.6057819074917504,11.0,0.951439988459788,0.49308200477400743,17.0,0.8077358490566038 daily,ad_spend,ad_spend,original,1d,1,Toto-2.0-22M,100,5300,0.6624491344236492,0.6068904425664576,12.0,0.9584975618873194,0.4967395790789516,18.0,0.8181132075471698 daily,ad_spend,ad_spend,original,1d,1,TiRex-2,100,5300,0.6647185059689232,0.6089694850617843,13.0,0.9274715753018615,0.48066041922524994,14.0,0.8133962264150943 daily,ad_spend,ad_spend,original,1d,1,TiRex-2 + past & calendar covariates,100,5300,0.6653979529169837,0.6095919477348883,14.0,0.927139101044495,0.4804881150596205,13.0,0.8160377358490566 daily,ad_spend,ad_spend,original,1d,1,t0-alpha,100,5300,0.6666716919563542,0.6107588600442996,15.0,0.9200502244681602,0.47681431795601853,11.0,0.7909433962264151 daily,ad_spend,ad_spend,original,1d,1,Chronos-2 + past & calendar covariates,100,5300,0.6681260868378748,0.6120912768404667,16.0,0.92908425652025,0.4814961882678268,15.0,0.7666037735849056 daily,ad_spend,ad_spend,original,1d,1,Chronos-2,100,5300,0.6708983085624138,0.614630996166633,17.0,0.9349276387553088,0.484524510245115,16.0,0.6883018867924529 daily,ad_spend,ad_spend,original,1d,1,t0-alpha + past & calendar covariates,100,5300,0.6748859738400307,0.6182842214776529,18.0,0.9096709912781338,0.4714352996559364,10.0,0.8269811320754717 daily,ad_spend,ad_spend,original,1d,1,AutoTheta,100,5300,0.7270581874597798,0.6660808237645726,19.0,1.1523522995595594,0.5972044363960217,20.0,0.8984905660377358 daily,ad_spend,ad_spend,original,1d,1,AutoETS,100,5300,0.7342733103015581,0.6726908242417079,20.0,1.107497079857247,0.5739583021955886,19.0,0.8967924528301887 daily,ad_spend,ad_spend,original,1d,1,Seasonal Naive,100,5300,1.0915464933378112,1.0,21.0,1.9295775940877384,1.0,21.0,0.7720754716981132 daily,ad_spend,ad_spend,original,7d,7,Timestral-209M + past & calendar covariates,100,5200,0.8135703109550375,0.7356106628524928,1.0,1.3262011266408957,0.6365162274330137,1.0,0.8467857142857144 daily,ad_spend,ad_spend,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5200,0.814935247514493,0.7368448055857422,2.0,1.3345452296950393,0.6405210174234945,2.0,0.8306593406593407 daily,ad_spend,ad_spend,original,7d,7,Timestral-209M,100,5200,0.8153257220942067,0.7371978632877533,3.0,1.338741049034421,0.6425348198877242,5.0,0.8319780219780221 daily,ad_spend,ad_spend,original,7d,7,TimesFM-3.0,100,5200,0.8178847113386295,0.739511639674348,4.0,1.3379867604800457,0.642172795685375,4.0,0.8243956043956044 daily,ad_spend,ad_spend,original,7d,7,PatchTST-FM-r2,100,5200,0.8184565879344289,0.7400287167063404,5.0,1.3387910453365264,0.6425588158389888,6.0,0.7875824175824176 daily,ad_spend,ad_spend,original,7d,7,t0-gamma + past & calendar covariates,100,5200,0.8193877473506475,0.7408706486035133,6.0,1.33575921089869,0.641103673191462,3.0,0.8248076923076924 daily,ad_spend,ad_spend,original,7d,7,t0-gamma,100,5200,0.821979907195729,0.7432144170475973,7.0,1.3520202700419275,0.6489082420551117,9.0,0.8069505494505494 daily,ad_spend,ad_spend,original,7d,7,t0-beta,100,5200,0.8220125262087583,0.743243910372849,8.0,1.3457202410893272,0.6458845146723844,7.0,0.8100274725274724 daily,ad_spend,ad_spend,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5200,0.8220597531725747,0.7432866118550561,9.0,1.4196585991342177,0.6813715639441112,17.0,0.8062637362637363 daily,ad_spend,ad_spend,original,7d,7,Toto-2.0-22M,100,5200,0.8236258471581261,0.7447026362837849,10.0,1.419823206204541,0.681450567851819,18.0,0.8112912087912088 daily,ad_spend,ad_spend,original,7d,7,Chronos-2 + past & calendar covariates,100,5200,0.8237081297784903,0.7447770342455741,11.0,1.3587019891941292,0.6521151633750315,10.0,0.7566483516483516 daily,ad_spend,ad_spend,original,7d,7,t0-beta + past & calendar covariates,100,5200,0.8240823323876998,0.7451153792241152,12.0,1.3502392936917487,0.6480534544027783,8.0,0.8125824175824176 daily,ad_spend,ad_spend,original,7d,7,TimesFM-2.5,100,5200,0.8256179048626511,0.7465038068387253,13.0,1.3890095207436746,0.6666614001842144,14.0,0.8267032967032968 daily,ad_spend,ad_spend,original,7d,7,t0-alpha,100,5200,0.8269744118993133,0.7477303278006713,14.0,1.3664185280464909,0.6558187510892014,11.0,0.7977197802197802 daily,ad_spend,ad_spend,original,7d,7,Chronos-2,100,5200,0.8276535775662238,0.748344413024401,15.0,1.3695663235036233,0.6573295497522817,12.0,0.7099725274725275 daily,ad_spend,ad_spend,original,7d,7,TiRex-2 + past & calendar covariates,100,5200,0.8311678368160454,0.751521921521684,16.0,1.4163170031282701,0.6797677498313165,15.0,0.8228846153846154 daily,ad_spend,ad_spend,original,7d,7,TiRex-2,100,5200,0.8312791820288314,0.7516225971789444,17.0,1.4182911536399598,0.6807152522959452,16.0,0.8227472527472528 daily,ad_spend,ad_spend,original,7d,7,t0-alpha + past & calendar covariates,100,5200,0.8330798615602171,0.7532507282031856,18.0,1.3701013914047118,0.657586358010833,13.0,0.813021978021978 daily,ad_spend,ad_spend,original,7d,7,AutoTheta,100,5200,0.9251422533341813,0.8364913235453802,19.0,1.751404804321078,0.8405946551848839,20.0,0.892032967032967 daily,ad_spend,ad_spend,original,7d,7,AutoETS,100,5200,0.935033767470783,0.8454349921781489,20.0,1.750470770465314,0.8401463614123763,19.0,0.8943956043956044 daily,ad_spend,ad_spend,original,7d,7,Seasonal Naive,100,5200,1.105979497089179,1.0,21.0,2.0835307404326366,1.0,21.0,0.7686813186813186 daily,ad_spend,ad_spend,original,28d,28,Timestral-209M + past & calendar covariates,100,4900,0.9834297287480229,0.7448624206551612,1.0,1.669559097200802,0.6353023825593979,1.0,0.8286661807580175 daily,ad_spend,ad_spend,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4900,0.9841664028617966,0.74542038717537,2.0,1.6717882573891927,0.6361506249373798,2.0,0.8223760932944607 daily,ad_spend,ad_spend,original,28d,28,Timestral-209M,100,4900,0.9915643886299148,0.7510237174654032,3.0,1.6967183971317128,0.645637067916557,6.0,0.8301895043731778 daily,ad_spend,ad_spend,original,28d,28,TimesFM-3.0,100,4900,0.9917149601537238,0.7511377622887674,4.0,1.6737931443510683,0.6369135266314723,3.0,0.8211588921282799 daily,ad_spend,ad_spend,original,28d,28,PatchTST-FM-r2,100,4900,0.9947347117230079,0.7534249612597987,5.0,1.6841262595708804,0.64084549449617,4.0,0.758338192419825 daily,ad_spend,ad_spend,original,28d,28,t0-gamma + past & calendar covariates,100,4900,0.9983929795697689,0.7561957807338169,6.0,1.696028611073038,0.645374589800468,5.0,0.8213994169096209 daily,ad_spend,ad_spend,original,28d,28,t0-gamma,100,4900,0.9986354834245746,0.7563794562960137,7.0,1.709644897982563,0.6505558736075144,8.0,0.8049562682215743 daily,ad_spend,ad_spend,original,28d,28,TimesFM-2.5,100,4900,0.9993263159678258,0.7569027018166555,8.0,1.7148498462672082,0.652536465999768,9.0,0.8157871720116617 daily,ad_spend,ad_spend,original,28d,28,Chronos-2,100,4900,1.0022456706835245,0.7591138589097552,9.0,1.7243353757611908,0.6561459096531661,12.0,0.703899416909621 daily,ad_spend,ad_spend,original,28d,28,Toto-2.0-22M,100,4900,1.0044999073555696,0.7608212469774382,10.0,1.7867566006618636,0.6798984997640294,15.0,0.807871720116618 daily,ad_spend,ad_spend,original,28d,28,t0-beta,100,4900,1.0048918481013043,0.7611181079773524,11.0,1.723316475188863,0.655758196536406,11.0,0.8148760932944606 daily,ad_spend,ad_spend,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4900,1.0051063575855408,0.7612805802405056,12.0,1.7940057614676024,0.6826569580535043,16.0,0.8007580174927114 daily,ad_spend,ad_spend,original,28d,28,t0-alpha,100,4900,1.0054568522159877,0.7615460494156074,13.0,1.6998623348845978,0.6468334024149135,7.0,0.7984548104956268 daily,ad_spend,ad_spend,original,28d,28,Chronos-2 + past & calendar covariates,100,4900,1.0060271535176364,0.7619780030119153,14.0,1.7203820005280408,0.6546415671540102,10.0,0.752667638483965 daily,ad_spend,ad_spend,original,28d,28,t0-alpha + past & calendar covariates,100,4900,1.0118496633280685,0.7663880473952676,15.0,1.752306805926422,0.6667896276607281,14.0,0.8087390670553936 daily,ad_spend,ad_spend,original,28d,28,TiRex-2 + past & calendar covariates,100,4900,1.0151093288601403,0.7688569603107194,16.0,1.7943671862471458,0.6827944877905139,17.0,0.8268950437317785 daily,ad_spend,ad_spend,original,28d,28,t0-beta + past & calendar covariates,100,4900,1.015526709108331,0.76917308951946,17.0,1.7425420636262932,0.6630739376568515,13.0,0.8146720116618076 daily,ad_spend,ad_spend,original,28d,28,TiRex-2,100,4900,1.0168542066115178,0.7701785533311917,18.0,1.8077224812047745,0.6878764586656932,18.0,0.8250947521865889 daily,ad_spend,ad_spend,original,28d,28,AutoTheta,100,4900,1.198598409874132,0.907833968075035,19.0,2.4754493590002906,0.9419605920597558,19.0,0.9037682215743439 daily,ad_spend,ad_spend,original,28d,28,AutoETS,100,4900,1.244522031781853,0.94261711442448,20.0,2.9459931023479813,1.1210123918722974,21.0,0.9060058309037902 daily,ad_spend,ad_spend,original,28d,28,Seasonal Naive,100,4900,1.3202837214999037,1.0,21.0,2.6279755011696433,1.0,20.0,0.8142274052478135 daily,ad_spend,ad_spend,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,4000,1.0936490342681597,0.719531179952946,1.0,1.9593466922501401,0.5596817946730206,3.0,0.8146510989010989 daily,ad_spend,ad_spend,original,91d,91,Timestral-209M + past & calendar covariates,100,4000,1.0960171041384177,0.7210891753011502,2.0,1.9615975450322007,0.5603247443508858,4.0,0.8321483516483517 daily,ad_spend,ad_spend,original,91d,91,TimesFM-3.0,100,4000,1.102127943032883,0.7251096050573739,3.0,1.9507148788975837,0.5572161418064046,2.0,0.8217087912087913 daily,ad_spend,ad_spend,original,91d,91,Timestral-209M,100,4000,1.1043551858239296,0.726574947761723,4.0,1.9742111960499618,0.5639277977905465,6.0,0.8374010989010988 daily,ad_spend,ad_spend,original,91d,91,PatchTST-FM-r2,100,4000,1.1067429497047006,0.7281459001502376,5.0,1.9353205023579516,0.5528187820519249,1.0,0.7448104395604396 daily,ad_spend,ad_spend,original,91d,91,Chronos-2,100,4000,1.1140044238415376,0.732923353327776,6.0,2.0119614838633146,0.5747110598423156,10.0,0.70525 daily,ad_spend,ad_spend,original,91d,91,t0-gamma,100,4000,1.1147596527645596,0.7334202318885295,7.0,1.9991672887712706,0.5710564345027396,9.0,0.7927582417582417 daily,ad_spend,ad_spend,original,91d,91,TimesFM-2.5,100,4000,1.1194049270417499,0.7364764405781009,8.0,1.9764558818284645,0.5645689858814334,7.0,0.8170054945054945 daily,ad_spend,ad_spend,original,91d,91,Toto-2.0-22M,100,4000,1.1200600603871287,0.7369074644753993,9.0,2.060916606019446,0.5886949508684183,12.0,0.8096043956043956 daily,ad_spend,ad_spend,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,4000,1.1208541368883627,0.7374299015498198,10.0,2.0945533377077274,0.598303187344737,15.0,0.7988901098901099 daily,ad_spend,ad_spend,original,91d,91,t0-gamma + past & calendar covariates,100,4000,1.1229445267344083,0.7388052062639993,11.0,1.9802425974870819,0.5656506504097755,8.0,0.8071868131868132 daily,ad_spend,ad_spend,original,91d,91,t0-alpha,100,4000,1.1265666117038233,0.741188240482721,12.0,1.9705141799708454,0.5628717556912697,5.0,0.7227005494505495 daily,ad_spend,ad_spend,original,91d,91,TiRex-2 + past & calendar covariates,100,4000,1.1303670499177678,0.7436886164778844,13.0,2.0922007306498567,0.5976311718481853,14.0,0.8316071428571429 daily,ad_spend,ad_spend,original,91d,91,Chronos-2 + past & calendar covariates,100,4000,1.1341027256193672,0.7461463840626125,14.0,2.0313262692508003,0.580242555560758,11.0,0.7519395604395605 daily,ad_spend,ad_spend,original,91d,91,TiRex-2,100,4000,1.1347964910565607,0.7466028247012387,15.0,2.1345176813885787,0.6097188881406698,17.0,0.8331868131868132 daily,ad_spend,ad_spend,original,91d,91,t0-beta,100,4000,1.145466532975239,0.7536228353365807,16.0,2.089262705141396,0.5967919332408095,13.0,0.8090851648351648 daily,ad_spend,ad_spend,original,91d,91,t0-alpha + past & calendar covariates,100,4000,1.1600507030471414,0.7632180206032075,17.0,2.108509185033789,0.6022896353319804,16.0,0.7862362637362638 daily,ad_spend,ad_spend,original,91d,91,t0-beta + past & calendar covariates,100,4000,1.2067100595388045,0.7939160423453997,18.0,2.1376714724531345,0.6106197595637906,18.0,0.7986373626373627 daily,ad_spend,ad_spend,original,91d,91,AutoTheta,100,4000,1.4383374122088808,0.9463078034624418,19.0,3.550400314869122,1.0141617243610939,20.0,0.9338351648351648 daily,ad_spend,ad_spend,original,91d,91,Seasonal Naive,100,4000,1.5199466885363873,1.0,20.0,3.5008226297495293,1.0,19.0,0.8714587912087912 daily,ad_spend,ad_spend,original,91d,91,AutoETS,100,4000,1.6491921830381888,1.085032912980821,21.0,595.1349450639739,169.99859975955238,21.0,0.9295576923076923 daily,app_dau,app_dau,original,1d,1,TimesFM-3.0,95,4851,0.5110882104368389,0.5707991382681058,1.0,0.09442435085692044,0.5968727868364961,1.0,0.795299938157081 daily,app_dau,app_dau,original,1d,1,Timestral-209M,95,4851,0.512465315510304,0.5723371318535315,2.0,0.0944427041233918,0.5969888010341782,2.0,0.8018965161822305 daily,app_dau,app_dau,original,1d,1,TimesFM-3.0 + past & calendar covariates,95,4851,0.5131225443172436,0.5730711453349331,3.0,0.09456485120181489,0.5977609140160594,4.0,0.8002473716759431 daily,app_dau,app_dau,original,1d,1,TimesFM-2.5,95,4851,0.5139082445827767,0.5739486397191609,4.0,0.09451512123639079,0.5974465622330437,3.0,0.8190063904349618 daily,app_dau,app_dau,original,1d,1,Timestral-209M + past & calendar covariates,95,4851,0.5139442227431359,0.5739888212426437,5.0,0.09493036231077866,0.6000713734711366,8.0,0.8000412286126571 daily,app_dau,app_dau,original,1d,1,t0-gamma + past & calendar covariates,95,4851,0.5168148689907567,0.5771948478559635,6.0,0.09521082253881658,0.601844211477293,10.0,0.8084930942073799 daily,app_dau,app_dau,original,1d,1,t0-gamma,95,4851,0.516887400146952,0.5772758528969887,7.0,0.09481347438947299,0.5993325045384504,6.0,0.7977736549165121 daily,app_dau,app_dau,original,1d,1,t0-beta,95,4851,0.5172693687634624,0.5777024472748227,8.0,0.09478667734652835,0.599163115757313,5.0,0.8078746650175221 daily,app_dau,app_dau,original,1d,1,t0-beta + past & calendar covariates,95,4851,0.5183467323868429,0.5789056803278828,9.0,0.09484079260348631,0.5995051877327912,7.0,0.8033395176252319 daily,app_dau,app_dau,original,1d,1,TiRex-2,95,4851,0.519357351241049,0.5800343707561071,10.0,0.09606552314158417,0.6072469230242089,11.0,0.7920016491445063 daily,app_dau,app_dau,original,1d,1,TiRex-2 + past & calendar covariates,95,4851,0.5195573662877597,0.5802577537533505,11.0,0.0963109142085288,0.6087980827479751,13.0,0.7983920841063699 daily,app_dau,app_dau,original,1d,1,PatchTST-FM-r2,95,4851,0.5198755977687741,0.5806131645247662,12.0,0.09633960686741683,0.6089794540480351,14.0,0.7934446505875077 daily,app_dau,app_dau,original,1d,1,Toto-2.0-22M + past & calendar covariates,95,4851,0.5205850292845674,0.581405479607771,13.0,0.10024607005253634,0.6336728890234006,18.0,0.7948876520305092 daily,app_dau,app_dau,original,1d,1,t0-alpha,95,4851,0.5215187416134028,0.5824482784472004,14.0,0.09503812107808012,0.6007525354294829,9.0,0.8006596578025149 daily,app_dau,app_dau,original,1d,1,Chronos-2,95,4851,0.5217412183522236,0.5826967473576748,15.0,0.09622297532028633,0.6082422057012149,12.0,0.7884972170686456 daily,app_dau,app_dau,original,1d,1,Toto-2.0-22M,95,4851,0.5234134882065541,0.5845643901095742,16.0,0.1004426068004437,0.6349152320776515,19.0,0.8058132343846629 daily,app_dau,app_dau,original,1d,1,t0-alpha + past & calendar covariates,95,4851,0.5285757509834127,0.5903297650181949,17.0,0.09773272053386017,0.6177855684552184,15.0,0.8233353947639662 daily,app_dau,app_dau,original,1d,1,Chronos-2 + past & calendar covariates,95,4851,0.5292632286773552,0.5910975613931994,18.0,0.09815380860400792,0.6204473395730683,16.0,0.8023088023088023 daily,app_dau,app_dau,original,1d,1,AutoTheta,95,4851,0.5343759855155932,0.5968076465367135,19.0,0.10227807939048904,0.6465175743764344,20.0,0.8876520305091734 daily,app_dau,app_dau,original,1d,1,AutoETS,95,4851,0.538251180779227,0.6011355845950228,20.0,0.09951190000325164,0.6290320721223402,17.0,0.8247783962069677 daily,app_dau,app_dau,original,1d,1,Seasonal Naive,95,4851,0.8953906482542366,1.0,21.0,0.15819845189689724,1.0,21.0,0.8303442589156875 daily,app_dau,app_dau,original,7d,7,TimesFM-3.0 + past & calendar covariates,95,4779,0.6789800773723543,0.7413341392865886,1.0,0.1185401947650259,0.744546535192498,1.0,0.7867480744128579 daily,app_dau,app_dau,original,7d,7,Timestral-209M + past & calendar covariates,95,4779,0.6801963465526037,0.7426621044153601,2.0,0.11885340036070502,0.7465137678390111,2.0,0.7999118165784832 daily,app_dau,app_dau,original,7d,7,Timestral-209M,95,4779,0.6804778301661016,0.7429694380460363,3.0,0.11896627948966497,0.7472227574313538,3.0,0.7885700335794498 daily,app_dau,app_dau,original,7d,7,TimesFM-3.0,95,4779,0.6812237507315583,0.7437838601458849,4.0,0.119485221551683,0.7504822131375559,6.0,0.7838400143484889 daily,app_dau,app_dau,original,7d,7,t0-gamma + past & calendar covariates,95,4779,0.6844558358743973,0.747312763477983,5.0,0.11956677568590793,0.7509944516081284,7.0,0.7914322581930868 daily,app_dau,app_dau,original,7d,7,TimesFM-2.5,95,4779,0.6849490159437687,0.7478512346856445,6.0,0.11966094121326443,0.7515859017678554,8.0,0.7871351846869737 daily,app_dau,app_dau,original,7d,7,t0-gamma,95,4779,0.6855588652126836,0.7485170893961616,7.0,0.11971063069389955,0.7518979995395499,9.0,0.7851493139628732 daily,app_dau,app_dau,original,7d,7,t0-beta,95,4779,0.6859771213632851,0.7489737560550824,8.0,0.11930348851560237,0.7493407547266594,5.0,0.7918283362727807 daily,app_dau,app_dau,original,7d,7,t0-beta + past & calendar covariates,95,4779,0.68868495814821,0.7519302667380607,9.0,0.11912508474399325,0.7482202073015423,4.0,0.7819687322512181 daily,app_dau,app_dau,original,7d,7,PatchTST-FM-r2,95,4779,0.689473818688836,0.7527915722010506,10.0,0.12112498193901448,0.7607814868763382,11.0,0.7803664843212866 daily,app_dau,app_dau,original,7d,7,Chronos-2,95,4779,0.69066475426297,0.7540918772147311,11.0,0.12126039032803758,0.7616319819095461,12.0,0.7683640729780089 daily,app_dau,app_dau,original,7d,7,t0-alpha,95,4779,0.6907314386833752,0.7541646855916665,12.0,0.11994776854435713,0.7533874535198742,10.0,0.7801482677188891 daily,app_dau,app_dau,original,7d,7,Toto-2.0-22M + past & calendar covariates,95,4779,0.6909292085173172,0.7543806175969024,13.0,0.1245792769079427,0.7824777845393077,17.0,0.7830633027431521 daily,app_dau,app_dau,original,7d,7,TiRex-2 + past & calendar covariates,95,4779,0.6923286542198145,0.7559085812440157,14.0,0.12232921649148684,0.7683452391156497,14.0,0.7918726770892496 daily,app_dau,app_dau,original,7d,7,TiRex-2,95,4779,0.6931499534400076,0.7568053043891998,15.0,0.12259164018810301,0.769993512551131,15.0,0.7916335356071703 daily,app_dau,app_dau,original,7d,7,Toto-2.0-22M,95,4779,0.6939013888363986,0.7576257477738847,16.0,0.12487974506868728,0.7843650138328101,18.0,0.7896262417919668 daily,app_dau,app_dau,original,7d,7,Chronos-2 + past & calendar covariates,95,4779,0.6973878129087631,0.7614323472235721,17.0,0.12212226547373477,0.7670453875039048,13.0,0.7594993971641806 daily,app_dau,app_dau,original,7d,7,t0-alpha + past & calendar covariates,95,4779,0.6996091473986696,0.763857677725927,18.0,0.12350852493928677,0.7757524314226404,16.0,0.7855703026136172 daily,app_dau,app_dau,original,7d,7,AutoTheta,95,4779,0.7191113131823839,0.7851508227935187,19.0,0.13357383719055638,0.8389722816782301,20.0,0.8686908996701841 daily,app_dau,app_dau,original,7d,7,AutoETS,95,4779,0.725630009035467,0.792268162374701,20.0,0.12857795398565117,0.8075933258918675,19.0,0.8007637581083908 daily,app_dau,app_dau,original,7d,7,Seasonal Naive,95,4779,0.9158893964140924,1.0,21.0,0.15921126371822825,1.0,21.0,0.8302967347223467 daily,app_dau,app_dau,original,28d,28,TimesFM-3.0 + past & calendar covariates,95,4536,0.89139740282569,0.8102607323371886,1.0,0.15427146849035087,0.7588386383312828,1.0,0.7768199700910529 daily,app_dau,app_dau,original,28d,28,Timestral-209M,95,4536,0.8977273813700302,0.8160145443123608,2.0,0.1553025754139081,0.7639105014664618,3.0,0.7803274891847016 daily,app_dau,app_dau,original,28d,28,Timestral-209M + past & calendar covariates,95,4536,0.8979406345723234,0.8162083868065341,3.0,0.15461875347125398,0.7605468820175605,2.0,0.7854006804431477 daily,app_dau,app_dau,original,28d,28,TimesFM-3.0,95,4536,0.901280955996663,0.8192446658835736,4.0,0.1587837837912239,0.7810340528959019,11.0,0.772275721127132 daily,app_dau,app_dau,original,28d,28,t0-gamma + past & calendar covariates,95,4536,0.9034167079145763,0.8211860176393823,5.0,0.15769102249163439,0.7756589209631071,7.0,0.778867592934241 daily,app_dau,app_dau,original,28d,28,t0-alpha,95,4536,0.9050758540103857,0.822694145132668,6.0,0.15658370885528533,0.770212208228501,4.0,0.7666380144399556 daily,app_dau,app_dau,original,28d,28,t0-gamma,95,4536,0.9057941691215337,0.8233470778495041,7.0,0.15841712808045477,0.7792305274415899,9.0,0.7787700634636842 daily,app_dau,app_dau,original,28d,28,TimesFM-2.5,95,4536,0.9066898475252341,0.8241612299179535,8.0,0.15658450463331802,0.7702161225434722,5.0,0.7678665642401371 daily,app_dau,app_dau,original,28d,28,t0-beta,95,4536,0.9076804329633114,0.82506165040376,9.0,0.1566253615255085,0.7704170915803242,6.0,0.7847123158770332 daily,app_dau,app_dau,original,28d,28,Toto-2.0-22M + past & calendar covariates,95,4536,0.9116408239305409,0.828661559126039,10.0,0.1616310159064849,0.7950391684399527,14.0,0.7745689599658724 daily,app_dau,app_dau,original,28d,28,Chronos-2,95,4536,0.9121790477149908,0.8291507927679223,11.0,0.15862516078606967,0.780253809689448,10.0,0.7568652680444893 daily,app_dau,app_dau,original,28d,28,PatchTST-FM-r2,95,4536,0.9126047592002491,0.8295377551919951,12.0,0.1591493382174109,0.7828321612935092,12.0,0.769514877479871 daily,app_dau,app_dau,original,28d,28,t0-beta + past & calendar covariates,95,4536,0.9141148524760327,0.8309103969336642,13.0,0.1578316978253337,0.7763508822163175,8.0,0.769736272137733 daily,app_dau,app_dau,original,28d,28,Toto-2.0-22M,95,4536,0.9166143087205618,0.8331823479632691,14.0,0.16290702425327877,0.8013156656163634,16.0,0.7839200721636557 daily,app_dau,app_dau,original,28d,28,TiRex-2 + past & calendar covariates,95,4536,0.9182317309485385,0.8346525493737561,15.0,0.16282157346413562,0.8008953457664763,15.0,0.7906124148753582 daily,app_dau,app_dau,original,28d,28,TiRex-2,95,4536,0.9204995982554587,0.8367139911270344,16.0,0.16417836552276693,0.807569206126695,17.0,0.784604620172562 daily,app_dau,app_dau,original,28d,28,Chronos-2 + past & calendar covariates,95,4536,0.926020207255491,0.8417321038982112,17.0,0.15933002489031842,0.7837209324329525,13.0,0.7443061250347406 daily,app_dau,app_dau,original,28d,28,t0-alpha + past & calendar covariates,95,4536,0.9341030304203717,0.8490792132752046,18.0,0.16549459031171893,0.8140435220605494,18.0,0.750624367700304 daily,app_dau,app_dau,original,28d,28,AutoTheta,95,4536,0.9745414178604548,0.8858368225276785,19.0,0.18674124755749916,0.9185527006614376,20.0,0.8801874978624433 daily,app_dau,app_dau,original,28d,28,AutoETS,95,4536,1.0011999497561859,0.9100688446408204,20.0,0.17792062764583116,0.8751653700778398,19.0,0.8124329653727221 daily,app_dau,app_dau,original,28d,28,Seasonal Naive,95,4536,1.100136495883817,1.0,21.0,0.20329943771656137,1.0,21.0,0.8914897438560474 daily,app_dau,app_dau,original,91d,91,TimesFM-3.0 + past & calendar covariates,95,3727,1.1626938574323082,0.8337229335184201,1.0,0.22814559161363676,0.7422655846948382,4.0,0.7612242152339558 daily,app_dau,app_dau,original,91d,91,Timestral-209M,95,3727,1.166639167849417,0.8365519634935649,2.0,0.22696182007281082,0.7384142156252823,2.0,0.7734349841600512 daily,app_dau,app_dau,original,91d,91,t0-gamma,95,3727,1.1763015031389696,0.8434804515652526,3.0,0.24366728779863583,0.7927650083862022,14.0,0.7736093544150257 daily,app_dau,app_dau,original,91d,91,Timestral-209M + past & calendar covariates,95,3727,1.1768660613618696,0.8438852744984171,4.0,0.2273578388406991,0.7397026521022603,3.0,0.7760828169202472 daily,app_dau,app_dau,original,91d,91,t0-alpha,95,3727,1.177194330462476,0.8441206636129217,5.0,0.22587013659382,0.7348624526036803,1.0,0.7308734695987426 daily,app_dau,app_dau,original,91d,91,TimesFM-2.5,95,3727,1.1831756737051589,0.8484096542210625,6.0,0.2333482622889842,0.7591923346859198,9.0,0.7523494568436833 daily,app_dau,app_dau,original,91d,91,Toto-2.0-22M,95,3727,1.1873199073633358,0.85138132438221,7.0,0.23077679846320687,0.7508261458559615,7.0,0.7802354842881781 daily,app_dau,app_dau,original,91d,91,PatchTST-FM-r2,95,3727,1.187460085322724,0.8514818405918456,8.0,0.2301201518967697,0.748689763802173,5.0,0.7426601630397102 daily,app_dau,app_dau,original,91d,91,TimesFM-3.0,95,3727,1.1896630720397292,0.8530615174229075,9.0,0.2498406975020555,0.8128500318602903,18.0,0.7558893232626483 daily,app_dau,app_dau,original,91d,91,Toto-2.0-22M + past & calendar covariates,95,3727,1.1915801704431463,0.8544361947676989,10.0,0.2368768477974401,0.7706724933295953,12.0,0.7610332342660406 daily,app_dau,app_dau,original,91d,91,t0-gamma + past & calendar covariates,95,3727,1.198409443911944,0.8593332034461308,11.0,0.2447672199446433,0.7963436082254817,16.0,0.7608099219099421 daily,app_dau,app_dau,original,91d,91,TiRex-2,95,3727,1.1997927554724273,0.8603251228278356,12.0,0.24685854489172415,0.8031476780462159,17.0,0.7794720401983105 daily,app_dau,app_dau,original,91d,91,Chronos-2,95,3727,1.2040918984751072,0.8634078725068655,13.0,0.23067790705739516,0.750504405310212,6.0,0.7485579826424786 daily,app_dau,app_dau,original,91d,91,TiRex-2 + past & calendar covariates,95,3727,1.2049461397972179,0.8640204160207493,14.0,0.23537252290860777,0.765778212509692,11.0,0.7810092286657973 daily,app_dau,app_dau,original,91d,91,Chronos-2 + past & calendar covariates,95,3727,1.2106037609620879,0.8680772780091046,15.0,0.23101878276296758,0.7516134353077474,8.0,0.7439665177716928 daily,app_dau,app_dau,original,91d,91,t0-beta,95,3727,1.2159180970614816,0.871887983513539,16.0,0.23461739495165096,0.7633214238839482,10.0,0.7619867226003906 daily,app_dau,app_dau,original,91d,91,t0-beta + past & calendar covariates,95,3727,1.2252620989543384,0.8785882069808912,17.0,0.24078730011147703,0.78339504541912,13.0,0.7570686651410188 daily,app_dau,app_dau,original,91d,91,t0-alpha + past & calendar covariates,95,3727,1.263572028695907,0.9060587804279386,18.0,0.24473784760980624,0.7962480461191203,15.0,0.7052338491106243 daily,app_dau,app_dau,original,91d,91,AutoTheta,95,3727,1.3269783976791287,0.9515250427759538,19.0,0.3029383121074675,0.9856017018453594,20.0,0.9080874869547988 daily,app_dau,app_dau,original,91d,91,Seasonal Naive,95,3727,1.3945806342708935,1.0,20.0,0.3073638281470809,1.0,21.0,0.9362325016373867 daily,app_dau,app_dau,original,91d,91,AutoETS,95,3727,1.4676868799259515,1.0524216698974018,21.0,0.2938265324358671,0.9559567702132604,19.0,0.8421541631672476 daily,app_downloads,app_downloads,original,1d,1,Timestral-209M + past & calendar covariates,100,5220,0.5601151925987425,0.46788343674819066,1.0,0.47702410617933094,0.41026165369747547,2.0,0.7731800766283525 daily,app_downloads,app_downloads,original,1d,1,t0-gamma,100,5220,0.5620290837964376,0.4694821757271942,2.0,0.48090032962805396,0.4135953758753987,5.0,0.7833333333333333 daily,app_downloads,app_downloads,original,1d,1,t0-gamma + past & calendar covariates,100,5220,0.5637324693704636,0.4709050721367432,3.0,0.4839443678333651,0.41621338224415805,8.0,0.7883141762452107 daily,app_downloads,app_downloads,original,1d,1,Timestral-209M,100,5220,0.5649034337678924,0.4718832188712333,4.0,0.477820615598788,0.4109466867332886,3.0,0.7745210727969348 daily,app_downloads,app_downloads,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5220,0.5658162472385022,0.47264572327993787,5.0,0.48195555727231704,0.4145029179319838,6.0,0.775095785440613 daily,app_downloads,app_downloads,original,1d,1,TimesFM-3.0,100,5220,0.5673895056838136,0.47395992003448434,6.0,0.4836240896394002,0.4159379289498755,7.0,0.7766283524904215 daily,app_downloads,app_downloads,original,1d,1,t0-beta,100,5220,0.5679708112382725,0.4744455045074909,7.0,0.4753041473217001,0.4087824136421354,1.0,0.7996168582375479 daily,app_downloads,app_downloads,original,1d,1,t0-beta + past & calendar covariates,100,5220,0.5747075710571354,0.4800729511082025,8.0,0.48015194824033963,0.4129517350577905,4.0,0.8124521072796935 daily,app_downloads,app_downloads,original,1d,1,PatchTST-FM-r2,100,5220,0.5750675454820383,0.4803736500952868,9.0,0.48442945136720755,0.4166305753591341,9.0,0.7622605363984675 daily,app_downloads,app_downloads,original,1d,1,Toto-2.0-22M,100,5220,0.5780049715952262,0.4828273829045249,10.0,0.4902367509439671,0.42162510770459666,10.0,0.7758620689655172 daily,app_downloads,app_downloads,original,1d,1,TiRex-2,100,5220,0.5789586321746765,0.48362400830462204,11.0,0.5035013731572927,0.4330332645973332,17.0,0.8065134099616859 daily,app_downloads,app_downloads,original,1d,1,t0-alpha,100,5220,0.5793820114736286,0.4839776715582872,12.0,0.49765255143634357,0.42800302138669716,14.0,0.7980842911877395 daily,app_downloads,app_downloads,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5220,0.5799640213354903,0.48446384436343065,13.0,0.4934929220635529,0.42442555768382895,11.0,0.7666666666666667 daily,app_downloads,app_downloads,original,1d,1,TiRex-2 + past & calendar covariates,100,5220,0.5802828589136485,0.48473018033111076,14.0,0.5010270093422278,0.43090520319023085,15.0,0.8074712643678161 daily,app_downloads,app_downloads,original,1d,1,Chronos-2,100,5220,0.5816205556390843,0.48584760429941953,15.0,0.5013951677825035,0.43122183559637894,16.0,0.7980842911877395 daily,app_downloads,app_downloads,original,1d,1,TimesFM-2.5,100,5220,0.5818830022586637,0.486066834964744,16.0,0.4969170920735746,0.4273704940773048,13.0,0.8312260536398467 daily,app_downloads,app_downloads,original,1d,1,t0-alpha + past & calendar covariates,100,5220,0.5892150330795365,0.4921915318559265,17.0,0.49591522029910423,0.42650884040894177,12.0,0.8390804597701149 daily,app_downloads,app_downloads,original,1d,1,Chronos-2 + past & calendar covariates,100,5220,0.5921037476256128,0.4946045742219652,18.0,0.5060011138211415,0.43518315120742396,18.0,0.8637931034482759 daily,app_downloads,app_downloads,original,1d,1,AutoTheta,100,5220,0.6129105513631417,0.5119852112214586,19.0,0.6223606630038604,0.5352574670602345,20.0,0.8752873563218391 daily,app_downloads,app_downloads,original,1d,1,AutoETS,100,5220,0.6196528415346167,0.5176172775154418,20.0,0.5289781695884421,0.45494442694607196,19.0,0.8505747126436781 daily,app_downloads,app_downloads,original,1d,1,Seasonal Naive,100,5220,1.1971254988027924,1.0,21.0,1.1627313980728156,1.0,21.0,0.7584291187739464 daily,app_downloads,app_downloads,original,7d,7,Timestral-209M + past & calendar covariates,100,5145,0.8782846436220735,0.6808724675834062,1.0,0.7712031940582359,0.6108123066208043,4.0,0.810006941552131 daily,app_downloads,app_downloads,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5145,0.8795018816104716,0.6818161067997074,2.0,0.7632115402065214,0.6044827159753172,1.0,0.7880188810217964 daily,app_downloads,app_downloads,original,7d,7,TimesFM-3.0,100,5145,0.8867960155383117,0.6874707371093651,3.0,0.7692163088938273,0.6092386436489527,2.0,0.7882896015549077 daily,app_downloads,app_downloads,original,7d,7,t0-gamma,100,5145,0.8870948008834875,0.6877023644260044,4.0,0.7703637237847036,0.6101474250719902,3.0,0.7938197047526493 daily,app_downloads,app_downloads,original,7d,7,Timestral-209M,100,5145,0.8878096814323954,0.6882565611626739,5.0,0.7738408337836438,0.6129013835555522,5.0,0.7902850664075154 daily,app_downloads,app_downloads,original,7d,7,PatchTST-FM-r2,100,5145,0.8957999950269745,0.6944508907270279,6.0,0.7755414916836463,0.6142483473423684,6.0,0.7678856032208802 daily,app_downloads,app_downloads,original,7d,7,t0-gamma + past & calendar covariates,100,5145,0.89775508644594,0.6959665359434721,7.0,0.7804087307487435,0.6181033229741245,8.0,0.7980758017492712 daily,app_downloads,app_downloads,original,7d,7,t0-beta,100,5145,0.9031145872433773,0.7001213809125441,8.0,0.7765639244266407,0.6150581397640346,7.0,0.8082349946781434 daily,app_downloads,app_downloads,original,7d,7,Chronos-2 + past & calendar covariates,100,5145,0.9081393971434403,0.7040167635093342,9.0,0.8059522055934825,0.6383343968457498,13.0,0.85944791522051 daily,app_downloads,app_downloads,original,7d,7,Chronos-2,100,5145,0.9086475896717368,0.7044107295239529,10.0,0.7937020979046476,0.6286320037651456,11.0,0.7809435883196816 daily,app_downloads,app_downloads,original,7d,7,TimesFM-2.5,100,5145,0.9116399330601033,0.7067304834232033,11.0,0.7955731170362773,0.6301138979278351,12.0,0.7993687815262159 daily,app_downloads,app_downloads,original,7d,7,t0-alpha,100,5145,0.9155286136649721,0.7097451046833013,12.0,0.7901084063485929,0.6257857097591696,9.0,0.7879425239483548 daily,app_downloads,app_downloads,original,7d,7,t0-beta + past & calendar covariates,100,5145,0.9228550595806392,0.7154247842102534,13.0,0.7905763684560315,0.6261563475060798,10.0,0.8069378499699199 daily,app_downloads,app_downloads,original,7d,7,TiRex-2 + past & calendar covariates,100,5145,0.9300254047264763,0.7209834497617048,14.0,0.8191484087523312,0.6487861213098013,17.0,0.8031954278309963 daily,app_downloads,app_downloads,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5145,0.9339220646614629,0.7240042568366482,15.0,0.8165899272541499,0.6467597396799131,16.0,0.7791373964551807 daily,app_downloads,app_downloads,original,7d,7,TiRex-2,100,5145,0.9357876781897899,0.7254505361218586,16.0,0.8240492511668513,0.6526677116386039,18.0,0.8007520014808645 daily,app_downloads,app_downloads,original,7d,7,Toto-2.0-22M,100,5145,0.9361690112170055,0.7257461568651982,17.0,0.8159491276683748,0.6462522103075186,15.0,0.7841093988615855 daily,app_downloads,app_downloads,original,7d,7,t0-alpha + past & calendar covariates,100,5145,0.9369857682588317,0.7263793312996173,18.0,0.8084893877334967,0.640343908848811,14.0,0.8064996066453792 daily,app_downloads,app_downloads,original,7d,7,AutoETS,100,5145,1.0504406156690442,0.8143329149999037,19.0,0.9700966853788993,0.7683409490608737,19.0,0.8486834189458097 daily,app_downloads,app_downloads,original,7d,7,AutoTheta,100,5145,1.0511855267360535,0.814910392290447,20.0,1.0872683616796763,0.861143860697284,20.0,0.871497986949882 daily,app_downloads,app_downloads,original,7d,7,Seasonal Naive,100,5145,1.2899400187811008,1.0,21.0,1.2625862080689922,1.0,21.0,0.7468559396547735 daily,app_downloads,app_downloads,original,28d,28,Timestral-209M + past & calendar 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daily,app_downloads,app_downloads,original,28d,28,t0-gamma,100,4873,1.1531808426312382,0.7068209321782272,6.0,1.0118004046942484,0.6323232993497151,5.0,0.7933702535858158 daily,app_downloads,app_downloads,original,28d,28,t0-gamma + past & calendar covariates,100,4873,1.1771603696335091,0.7215187410581116,7.0,1.0329562788398656,0.6455446343860719,10.0,0.8026210238985156 daily,app_downloads,app_downloads,original,28d,28,TimesFM-2.5,100,4873,1.1772051529472394,0.7215461901644328,8.0,1.0254175942635906,0.64083334361972,7.0,0.7957485506754326 daily,app_downloads,app_downloads,original,28d,28,t0-beta,100,4873,1.1856878069202512,0.726745476492212,9.0,1.0321943462380883,0.6450684656334179,9.0,0.8210144288332442 daily,app_downloads,app_downloads,original,28d,28,Chronos-2 + past & calendar covariates,100,4873,1.1895605147403336,0.7291191813355901,10.0,1.071717536810453,0.6697684303177543,13.0,0.8700645391514332 daily,app_downloads,app_downloads,original,28d,28,t0-alpha,100,4873,1.1897373637879654,0.7292275776981386,11.0,1.0288639681143363,0.6429871503132,8.0,0.7886248497793926 daily,app_downloads,app_downloads,original,28d,28,Chronos-2,100,4873,1.1905983109242717,0.7297552793689812,12.0,1.0361996073267365,0.6475715481530345,11.0,0.7725345016860823 daily,app_downloads,app_downloads,original,28d,28,TiRex-2 + past & calendar covariates,100,4873,1.2250718146487516,0.7508851777658265,13.0,1.0928524352858455,0.6829766566372723,17.0,0.8005200569401713 daily,app_downloads,app_downloads,original,28d,28,Toto-2.0-22M,100,4873,1.2263483502791248,0.7516676067404185,14.0,1.0756326696135687,0.6722151872867898,14.0,0.7904392932350444 daily,app_downloads,app_downloads,original,28d,28,t0-beta + past & calendar covariates,100,4873,1.2278578491563712,0.7525928262412063,15.0,1.0679522860498658,0.667415341929207,12.0,0.8229604798085067 daily,app_downloads,app_downloads,original,28d,28,Toto-2.0-22M + past & 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daily,app_downloads,app_downloads,original,91d,91,Timestral-209M + past & calendar covariates,100,3997,1.427260756648118,0.6768930724595736,1.0,1.2684423881168692,0.5984130731965833,6.0,0.7996167569582493 daily,app_downloads,app_downloads,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,3997,1.4388368494129173,0.6823831533450344,2.0,1.2322416968745848,0.581334672867896,1.0,0.7966377280963957 daily,app_downloads,app_downloads,original,91d,91,PatchTST-FM-r2,100,3997,1.4418808021790042,0.6838267792071349,3.0,1.247418328808583,0.5884945526081814,3.0,0.7648262153775552 daily,app_downloads,app_downloads,original,91d,91,Timestral-209M,100,3997,1.447645278447208,0.686560641281132,4.0,1.2738926704879363,0.6009843529441022,7.0,0.7875301668935867 daily,app_downloads,app_downloads,original,91d,91,TimesFM-3.0,100,3997,1.4556902247330705,0.6903760396824714,5.0,1.2408454800049173,0.5853936796878927,2.0,0.7922635599968745 daily,app_downloads,app_downloads,original,91d,91,t0-gamma,100,3997,1.471694639647208,0.6979662978281448,6.0,1.2572730722311842,0.5931437249729095,4.0,0.8023526334277261 daily,app_downloads,app_downloads,original,91d,91,TimesFM-2.5,100,3997,1.4733570277250285,0.6987547024475353,7.0,1.257912777696851,0.593445518824358,5.0,0.7967093156010671 daily,app_downloads,app_downloads,original,91d,91,Chronos-2,100,3997,1.499190912493381,0.7110066876247106,8.0,1.301710188967851,0.6141078238074354,8.0,0.7753999324112621 daily,app_downloads,app_downloads,original,91d,91,t0-alpha,100,3997,1.5090460961868766,0.715680609708584,9.0,1.3048952037417398,0.6156104182467846,9.0,0.7986813425045806 daily,app_downloads,app_downloads,original,91d,91,Chronos-2 + past & calendar covariates,100,3997,1.511878948292111,0.7170241189141752,10.0,1.3837854382509378,0.6528284646634885,15.0,0.8868019077191036 daily,app_downloads,app_downloads,original,91d,91,t0-beta,100,3997,1.537625547008168,0.7292347077845818,11.0,1.329591476234422,0.6272613788716394,10.0,0.8444006823453742 daily,app_downloads,app_downloads,original,91d,91,Toto-2.0-22M,100,3997,1.5543941496385445,0.7371873898032381,12.0,1.335350363721275,0.6299782492565191,12.0,0.799412225254041 daily,app_downloads,app_downloads,original,91d,91,t0-gamma + past & calendar covariates,100,3997,1.5546956110544938,0.7373303609758983,13.0,1.3299605314996763,0.6274354880763845,11.0,0.8146287416882163 daily,app_downloads,app_downloads,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,3997,1.5651937750026192,0.7423092230492306,14.0,1.3442635039688087,0.634183201485589,13.0,0.798482911459028 daily,app_downloads,app_downloads,original,91d,91,TiRex-2 + past & calendar covariates,100,3997,1.5705190886002436,0.7448348077163045,15.0,1.356633856908912,0.6400191629677684,14.0,0.7963378470758663 daily,app_downloads,app_downloads,original,91d,91,TiRex-2,100,3997,1.5905931711336132,0.7543551475277421,16.0,1.3845172100054117,0.6531736926285704,16.0,0.7969013451227984 daily,app_downloads,app_downloads,original,91d,91,t0-beta + past & calendar covariates,100,3997,1.7489902963678257,0.8294766109808172,17.0,1.5301177907950796,0.7218636795178487,18.0,0.8515584813344294 daily,app_downloads,app_downloads,original,91d,91,t0-alpha + past & calendar covariates,100,3997,1.7519716068826863,0.8308905281119091,18.0,1.5266043383599623,0.7202061380410537,17.0,0.8140002073231911 daily,app_downloads,app_downloads,original,91d,91,AutoTheta,100,3997,2.0460050748698793,0.9703389201627137,19.0,2.4052874947049125,1.1347424960817856,20.0,0.9359986753608129 daily,app_downloads,app_downloads,original,91d,91,AutoETS,100,3997,2.105426695168957,0.9985202338767049,20.0,1.869978403164346e+35,8.821997226930528e+34,21.0,0.9247750502291977 daily,app_downloads,app_downloads,original,91d,91,Seasonal Naive,100,3997,2.1085468513689936,1.0,21.0,2.1196769337627357,1.0,19.0,0.8221666012392791 daily,card_spend,card_spend,original,1d,1,PatchTST-FM-r2,100,5300,0.6647938510268503,0.6254874068407513,1.0,0.5323176824191069,0.5076590686816472,5.0,0.7713207547169811 daily,card_spend,card_spend,original,1d,1,Timestral-209M,100,5300,0.6691249488951799,0.629562425239689,2.0,0.5138670614664576,0.490063137983171,1.0,0.8313207547169811 daily,card_spend,card_spend,original,1d,1,Chronos-2 + past & calendar covariates,100,5300,0.6730035739579537,0.6332117236332807,3.0,0.5271218503344165,0.5027039237291949,4.0,0.7309433962264151 daily,card_spend,card_spend,original,1d,1,t0-beta,100,5300,0.6735304409223892,0.6337074391860431,4.0,0.5267447366363482,0.5023442791126974,3.0,0.8081132075471699 daily,card_spend,card_spend,original,1d,1,TimesFM-3.0,100,5300,0.6737875783189653,0.6339493731376549,5.0,0.556764445638148,0.5309733816529153,9.0,0.800377358490566 daily,card_spend,card_spend,original,1d,1,Timestral-209M + past & calendar covariates,100,5300,0.6783249044204825,0.6382184263679836,6.0,0.5230940340434368,0.4988626884393823,2.0,0.8235849056603773 daily,card_spend,card_spend,original,1d,1,t0-gamma,100,5300,0.6785082154018243,0.6383908989475476,7.0,0.5742445438143974,0.5476437472141177,13.0,0.8160377358490566 daily,card_spend,card_spend,original,1d,1,TiRex-2,100,5300,0.6790409642976554,0.6388921486580195,8.0,0.5544074945963618,0.5287256119275817,8.0,0.7881132075471698 daily,card_spend,card_spend,original,1d,1,TiRex-2 + past & calendar covariates,100,5300,0.6802429014024695,0.6400230203135178,9.0,0.5538304564674802,0.5281753040028654,7.0,0.7905660377358491 daily,card_spend,card_spend,original,1d,1,TimesFM-2.5,100,5300,0.6809614190786798,0.6406990550833459,10.0,0.594566373765011,0.5670242066791347,17.0,0.8284905660377359 daily,card_spend,card_spend,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5300,0.6812795448125303,0.6409983713902101,11.0,0.5788050847811165,0.5519930297127333,16.0,0.8183018867924529 daily,card_spend,card_spend,original,1d,1,t0-gamma + past & calendar covariates,100,5300,0.6827829753494441,0.6424129104483661,12.0,0.5760106632633826,0.5493280545070444,14.0,0.8262264150943396 daily,card_spend,card_spend,original,1d,1,Chronos-2,100,5300,0.683170621912585,0.6427776371123918,13.0,0.5628189820170161,0.5367474530409392,10.0,0.7326415094339622 daily,card_spend,card_spend,original,1d,1,t0-beta + past & calendar covariates,100,5300,0.6853001831120483,0.6447812863794593,14.0,0.5457121379314026,0.5204330512778446,6.0,0.8015094339622642 daily,card_spend,card_spend,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5300,0.6881482454137046,0.647460954822289,15.0,0.5768650087249632,0.5501428240247267,15.0,0.7962264150943397 daily,card_spend,card_spend,original,1d,1,t0-alpha,100,5300,0.6901146925929506,0.6493111343101649,16.0,0.5652290239341411,0.539045854306836,11.0,0.7979245283018868 daily,card_spend,card_spend,original,1d,1,Toto-2.0-22M,100,5300,0.6901359972664813,0.6493311793286014,17.0,0.5676468689961306,0.541351697251613,12.0,0.8043396226415095 daily,card_spend,card_spend,original,1d,1,t0-alpha + past & calendar covariates,100,5300,0.7007889088505855,0.6593542293790088,18.0,0.613802757056965,0.5853695007569443,18.0,0.7939622641509434 daily,card_spend,card_spend,original,1d,1,AutoETS,100,5300,0.788866750398973,0.7422244012753586,19.0,0.62228505958518,0.5934588766014222,19.0,0.8996226415094339 daily,card_spend,card_spend,original,1d,1,AutoTheta,100,5300,0.7963045550035842,0.7492224400020112,20.0,0.6533020242310166,0.6230390387968229,20.0,0.9105660377358491 daily,card_spend,card_spend,original,1d,1,Seasonal Naive,100,5300,1.062841303847555,1.0,21.0,1.0485731768793105,1.0,21.0,0.800377358490566 daily,card_spend,card_spend,original,7d,7,Timestral-209M + past & calendar covariates,100,5200,0.7249341843681418,0.6520959888940582,1.0,0.4926193083333022,0.5135074971803273,1.0,0.8421428571428571 daily,card_spend,card_spend,original,7d,7,Timestral-209M,100,5200,0.7325238688059367,0.6589230952515427,2.0,0.5026485280413913,0.523961978813207,2.0,0.8308241758241757 daily,card_spend,card_spend,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5200,0.7326949837843064,0.6590770173501839,3.0,0.5262560206543943,0.5485704832736212,5.0,0.8343406593406593 daily,card_spend,card_spend,original,7d,7,Chronos-2 + past & calendar covariates,100,5200,0.7368160173326437,0.662783987589573,4.0,0.5176376338452262,0.5395866570913281,3.0,0.7421153846153846 daily,card_spend,card_spend,original,7d,7,PatchTST-FM-r2,100,5200,0.7375463865011609,0.6634409724793352,5.0,0.5325202682606759,0.5551003493499285,6.0,0.784587912087912 daily,card_spend,card_spend,original,7d,7,TimesFM-3.0,100,5200,0.7379696051165101,0.6638216679513457,6.0,0.5389959780164386,0.5618506440559939,9.0,0.8193131868131869 daily,card_spend,card_spend,original,7d,7,t0-gamma + past & calendar covariates,100,5200,0.7396880476108197,0.665367448908911,7.0,0.5374625467810772,0.5602521918182352,8.0,0.8377747252747253 daily,card_spend,card_spend,original,7d,7,Chronos-2,100,5200,0.7409370682823134,0.6664909734818854,8.0,0.5259269755784234,0.5482274859315297,4.0,0.7371153846153846 daily,card_spend,card_spend,original,7d,7,t0-gamma,100,5200,0.742028979078447,0.6674731738881325,9.0,0.532814213236037,0.5554067582666172,7.0,0.8139835164835164 daily,card_spend,card_spend,original,7d,7,t0-beta,100,5200,0.7427282505927068,0.6681021856790361,10.0,0.540642761985735,0.5635672554436619,10.0,0.7995604395604395 daily,card_spend,card_spend,original,7d,7,t0-beta + past & calendar covariates,100,5200,0.7465802621453806,0.6715671640685731,11.0,0.5426724392650291,0.5656829956961104,11.0,0.7901098901098901 daily,card_spend,card_spend,original,7d,7,t0-alpha,100,5200,0.7524218691392417,0.6768218321081448,12.0,0.5590314807204695,0.5827356980403894,12.0,0.8047802197802199 daily,card_spend,card_spend,original,7d,7,TimesFM-2.5,100,5200,0.7547822224357387,0.6789450274963719,13.0,0.5944075895126995,0.6196118350057438,14.0,0.8255769230769231 daily,card_spend,card_spend,original,7d,7,t0-alpha + past & calendar covariates,100,5200,0.763400353610154,0.6866972467899032,14.0,0.5907905598054677,0.6158414349406883,13.0,0.8067032967032968 daily,card_spend,card_spend,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5200,0.7635465812409788,0.6868287821121193,15.0,0.5988978680286029,0.6242925116323775,16.0,0.8067582417582417 daily,card_spend,card_spend,original,7d,7,Toto-2.0-22M,100,5200,0.7678376610901709,0.6906887131486467,16.0,0.5987382287209279,0.6241261032518105,15.0,0.8094780219780219 daily,card_spend,card_spend,original,7d,7,TiRex-2 + past & calendar covariates,100,5200,0.774018195586244,0.6962482547470656,17.0,0.6321163238868449,0.6589195062292271,17.0,0.8081868131868132 daily,card_spend,card_spend,original,7d,7,TiRex-2,100,5200,0.776996542805424,0.6989273507492135,18.0,0.6410908858491609,0.6682746102083033,18.0,0.8083516483516484 daily,card_spend,card_spend,original,7d,7,AutoETS,100,5200,0.911211442754147,0.8196569284041335,19.0,0.8752372736983557,0.9123493420840251,19.0,0.8845604395604395 daily,card_spend,card_spend,original,7d,7,AutoTheta,100,5200,0.9241370048222137,0.8312837868976862,20.0,0.9245539528106724,0.9637571615336775,20.0,0.8951373626373625 daily,card_spend,card_spend,original,7d,7,Seasonal Naive,100,5200,1.11169857921932,1.0,21.0,0.9593225240883098,1.0,21.0,0.7897527472527471 daily,card_spend,card_spend,original,28d,28,Timestral-209M + past & calendar covariates,100,4900,0.7262289201303577,0.6224710585750797,1.0,0.5375130828364364,0.48297486517587224,1.0,0.8285932944606413 daily,card_spend,card_spend,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4900,0.7342374413024194,0.6293353853918903,2.0,0.5696249242696567,0.5118285113139663,3.0,0.8292274052478135 daily,card_spend,card_spend,original,28d,28,Timestral-209M,100,4900,0.7400185617218906,0.6342905449118558,3.0,0.5674144487305045,0.5098423194247143,2.0,0.8332725947521866 daily,card_spend,card_spend,original,28d,28,TimesFM-3.0,100,4900,0.7403998416687416,0.634617350586418,4.0,0.5874004923007945,0.5278004994336969,7.0,0.8220918367346939 daily,card_spend,card_spend,original,28d,28,Chronos-2 + past & calendar covariates,100,4900,0.7404213601252841,0.6346357946555699,5.0,0.5743915568773814,0.5161115023974769,4.0,0.7450218658892128 daily,card_spend,card_spend,original,28d,28,PatchTST-FM-r2,100,4900,0.7432496738818533,0.6370600212447809,6.0,0.5864800443566919,0.5269734438030534,6.0,0.7802551020408163 daily,card_spend,card_spend,original,28d,28,t0-gamma,100,4900,0.7480585517256383,0.6411818445418231,7.0,0.5885595259118075,0.5288419328794827,8.0,0.8174489795918367 daily,card_spend,card_spend,original,28d,28,Chronos-2,100,4900,0.74806332736014,0.6411859378713247,8.0,0.5837045297171087,0.5244795439303795,5.0,0.7275583090379009 daily,card_spend,card_spend,original,28d,28,t0-gamma + past & calendar covariates,100,4900,0.7482449491082727,0.6413416109362311,9.0,0.6000462607887693,0.5391631778978105,9.0,0.8408163265306122 daily,card_spend,card_spend,original,28d,28,t0-beta,100,4900,0.7528605956062582,0.6452978102584691,10.0,0.611352283960955,0.5493220469404889,11.0,0.8122157434402332 daily,card_spend,card_spend,original,28d,28,t0-alpha,100,4900,0.7572917222410823,0.6490958524605948,11.0,0.6094197260608412,0.5475855740600026,10.0,0.8122959183673469 daily,card_spend,card_spend,original,28d,28,t0-beta + past & calendar covariates,100,4900,0.7595713763966071,0.651049807606198,12.0,0.6224499388441709,0.5592936895704796,12.0,0.809701166180758 daily,card_spend,card_spend,original,28d,28,TimesFM-2.5,100,4900,0.7606856315142146,0.6520048667388684,13.0,0.6422728860711677,0.5771053216405786,13.0,0.8117638483965015 daily,card_spend,card_spend,original,28d,28,t0-alpha + past & calendar covariates,100,4900,0.7763856273807752,0.6654617709956255,14.0,0.6552455956911909,0.5887617684876649,14.0,0.811530612244898 daily,card_spend,card_spend,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4900,0.779687286427001,0.6682917150319898,15.0,0.6762747043898605,0.6076571800838126,16.0,0.8112390670553936 daily,card_spend,card_spend,original,28d,28,Toto-2.0-22M,100,4900,0.7825115079814136,0.6707124340806201,16.0,0.6757931140835527,0.6072244538475848,15.0,0.8151457725947522 daily,card_spend,card_spend,original,28d,28,TiRex-2 + past & calendar covariates,100,4900,0.7861419724425207,0.6738242064069259,17.0,0.6858342810882045,0.6162468040659066,17.0,0.8222157434402332 daily,card_spend,card_spend,original,28d,28,TiRex-2,100,4900,0.7909556842661837,0.6779501730429185,18.0,0.7001811473030407,0.6291379801080632,18.0,0.8219460641399416 daily,card_spend,card_spend,original,28d,28,AutoETS,100,4900,0.978086878709419,0.8383455380148767,19.0,1.1225476666936718,1.008649510657296,20.0,0.8899562682215745 daily,card_spend,card_spend,original,28d,28,AutoTheta,100,4900,0.9858817585594293,0.8450267468970987,20.0,1.1541365621826825,1.0370332710289523,21.0,0.8996137026239067 daily,card_spend,card_spend,original,28d,28,Seasonal Naive,100,4900,1.1666870453267237,1.0,21.0,1.1129214408304755,1.0,19.0,0.8596574344023323 daily,card_spend,card_spend,original,91d,91,Timestral-209M + past & calendar covariates,100,4000,0.7567324599495486,0.5874339434998048,1.0,0.6108564564626231,0.44496796644894077,1.0,0.8326730769230769 daily,card_spend,card_spend,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,4000,0.7676014065853732,0.5958712559211552,2.0,0.6323113470672311,0.4605964155579191,2.0,0.8276346153846154 daily,card_spend,card_spend,original,91d,91,Timestral-209M,100,4000,0.769952484674207,0.5976963435793372,3.0,0.633991789203316,0.4618205049689713,3.0,0.838065934065934 daily,card_spend,card_spend,original,91d,91,Chronos-2 + past & calendar covariates,100,4000,0.7733261963698868,0.6003152781044357,4.0,0.6446876922574715,0.4696117531108067,4.0,0.7422197802197802 daily,card_spend,card_spend,original,91d,91,TimesFM-3.0,100,4000,0.7751074602476703,0.6016980321417211,5.0,0.6474670431412528,0.471636323855243,5.0,0.8266483516483516 daily,card_spend,card_spend,original,91d,91,PatchTST-FM-r2,100,4000,0.7752745928083872,0.601827773291236,6.0,0.6523824851382571,0.47521689373621073,7.0,0.7787280219780219 daily,card_spend,card_spend,original,91d,91,t0-gamma,100,4000,0.7838734789212326,0.6085028901209162,7.0,0.6662920647463404,0.48534908974869106,8.0,0.8185906593406593 daily,card_spend,card_spend,original,91d,91,Chronos-2,100,4000,0.7839778815667018,0.6085839354850121,8.0,0.6505573696606461,0.4738874194971892,6.0,0.7255961538461538 daily,card_spend,card_spend,original,91d,91,t0-gamma + past & calendar covariates,100,4000,0.7896745406351597,0.6130061204426671,9.0,0.7012937021579341,0.5108454355049595,11.0,0.8406813186813187 daily,card_spend,card_spend,original,91d,91,t0-beta,100,4000,0.7965127699115535,0.6183144800056435,10.0,0.7501727865436134,0.5464505708045531,12.0,0.8226456043956044 daily,card_spend,card_spend,original,91d,91,TimesFM-2.5,100,4000,0.7975172988030714,0.6190942725999022,11.0,0.7011804617727071,0.5107629474778604,10.0,0.8187692307692307 daily,card_spend,card_spend,original,91d,91,t0-alpha,100,4000,0.8122062427020604,0.6304969607322519,12.0,0.692534751693701,0.5044651274390248,9.0,0.7723296703296703 daily,card_spend,card_spend,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,4000,0.8208199292661285,0.6371835668106262,13.0,0.7780950458761058,0.5667900643506923,16.0,0.8184313186813187 daily,card_spend,card_spend,original,91d,91,Toto-2.0-22M,100,4000,0.8219135659333779,0.6380325317146045,14.0,0.7700011684728818,0.5608942174120263,15.0,0.8217005494505495 daily,card_spend,card_spend,original,91d,91,TiRex-2 + past & calendar covariates,100,4000,0.8246544415041156,0.6401602101615791,15.0,0.7543377196670275,0.5494844452978396,13.0,0.8320879120879121 daily,card_spend,card_spend,original,91d,91,TiRex-2,100,4000,0.8297435038037502,0.6441107317707483,16.0,0.7697531833929774,0.5607135769104038,14.0,0.8341153846153846 daily,card_spend,card_spend,original,91d,91,t0-alpha + past & calendar covariates,100,4000,0.8644971124232084,0.6710891560391328,17.0,0.8145232592008959,0.5933255749980975,17.0,0.8116428571428571 daily,card_spend,card_spend,original,91d,91,t0-beta + past & calendar covariates,100,4000,0.8645573249624586,0.6711358976436653,18.0,0.8455590248780952,0.6159330491345588,18.0,0.819815934065934 daily,card_spend,card_spend,original,91d,91,AutoTheta,100,4000,1.1103255307014726,0.86192008350212,19.0,1.5229126605693635,1.1093397515629915,20.0,0.9105796703296704 daily,card_spend,card_spend,original,91d,91,AutoETS,100,4000,1.1216749779968558,0.8707303974956742,20.0,2.1789370909933754,1.587209558222649,21.0,0.8952582417582418 daily,card_spend,card_spend,original,91d,91,Seasonal Naive,100,4000,1.2882000918113443,1.0,21.0,1.3728099605406487,1.0,19.0,0.9130659340659341 daily,clickstream_visits,clickstream_visits,original,1d,1,Timestral-209M,100,5238,0.932784020505825,0.6612613646227202,1.0,0.8856414007782775,0.5931578650886884,1.0,0.8003054600992745 daily,clickstream_visits,clickstream_visits,original,1d,1,Chronos-2 + past & calendar covariates,100,5238,0.9353270459880304,0.6630641447558121,2.0,0.8911397019493014,0.59684034942304,2.0,0.794578083237877 daily,clickstream_visits,clickstream_visits,original,1d,1,Timestral-209M + past & calendar covariates,100,5238,0.9356700819738635,0.6633073269278048,3.0,0.893439483476292,0.5983806268982363,3.0,0.7999236349751814 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-gamma,100,5238,0.9358914116258432,0.6634642300741733,4.0,0.8954435264730333,0.5997228336474335,5.0,0.7962962962962963 daily,clickstream_visits,clickstream_visits,original,1d,1,Chronos-2,100,5238,0.9395289670782686,0.6660429351436032,5.0,0.904511695054981,0.6057962348136455,8.0,0.7793050782741504 daily,clickstream_visits,clickstream_visits,original,1d,1,TimesFM-3.0,100,5238,0.9410280211653587,0.667105631898137,6.0,0.9037565642246502,0.6052904863348729,7.0,0.794578083237877 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-gamma + past & calendar covariates,100,5238,0.9416959810288628,0.6675791563594741,7.0,0.9056334669581941,0.6065475409592724,10.0,0.8113783886979763 daily,clickstream_visits,clickstream_visits,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5238,0.942540924380268,0.6681781464593218,8.0,0.9031538553903116,0.6048868224082179,6.0,0.7974417716685758 daily,clickstream_visits,clickstream_visits,original,1d,1,PatchTST-FM-r2,100,5238,0.9427374612688484,0.6683174737293911,9.0,0.895023259640247,0.5994413601559232,4.0,0.7743413516609393 daily,clickstream_visits,clickstream_visits,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5238,0.9448927194827267,0.6698453611677401,10.0,0.917507773665853,0.6145003516679111,15.0,0.7997327224131348 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-beta,100,5238,0.9450474405939666,0.669955044750333,11.0,0.9102541453808619,0.6096422379168023,11.0,0.8064146620847652 daily,clickstream_visits,clickstream_visits,original,1d,1,Toto-2.0-22M,100,5238,0.9453066376415888,0.6701387925307933,12.0,0.9152489709297955,0.6129875197165152,13.0,0.802405498281787 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-alpha,100,5238,0.9474943725421091,0.6716897030673679,13.0,0.9052740146875283,0.6063067979889438,9.0,0.7964872088583429 daily,clickstream_visits,clickstream_visits,original,1d,1,TimesFM-2.5,100,5238,0.9504155470669762,0.67376055742395,14.0,0.915538021723426,0.613181111334411,14.0,0.8247422680412371 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-beta + past & calendar covariates,100,5238,0.9504220243333338,0.6737651492328752,15.0,0.910569443805943,0.6098534088721377,12.0,0.8117602138220695 daily,clickstream_visits,clickstream_visits,original,1d,1,TiRex-2,100,5238,0.9531778486106219,0.6757187848893605,16.0,0.9306676085477088,0.6233141441990435,18.0,0.7670866743031691 daily,clickstream_visits,clickstream_visits,original,1d,1,TiRex-2 + past & calendar covariates,100,5238,0.9532351893504633,0.6757594344020478,17.0,0.9304182755210985,0.6231471535348421,17.0,0.7632684230622375 daily,clickstream_visits,clickstream_visits,original,1d,1,t0-alpha + past & calendar covariates,100,5238,0.9596559654882091,0.6803111967580113,18.0,0.9203949438163115,0.6164340323665424,16.0,0.8235967926689576 daily,clickstream_visits,clickstream_visits,original,1d,1,AutoTheta,100,5238,1.0689526530816196,0.7577928808327123,19.0,1.1612013892903776,0.7777140233103625,19.0,0.8940435280641467 daily,clickstream_visits,clickstream_visits,original,1d,1,AutoETS,100,5238,1.23841853686223,0.87792920296331,20.0,1.2441978465753678,0.8333008571799482,20.0,0.9005345551737304 daily,clickstream_visits,clickstream_visits,original,1d,1,Seasonal Naive,100,5238,1.410613216512386,1.0,21.0,1.4930956038926622,1.0,21.0,0.6617029400534555 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-gamma,100,5183,0.9921910611661305,0.6929744000230684,1.0,1.0532827385711951,0.6685274498280289,3.0,0.7884944369412824 daily,clickstream_visits,clickstream_visits,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5183,0.9930752233094937,0.6935919239605448,2.0,1.05050077052997,0.6667617112167362,2.0,0.7986480526997601 daily,clickstream_visits,clickstream_visits,original,7d,7,Timestral-209M + past & calendar covariates,100,5183,0.9934322785677513,0.6938413014877676,3.0,1.0453222445944121,0.6634748570694223,1.0,0.8103640105473021 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-gamma + past & calendar covariates,100,5183,0.9936538533698464,0.6939960556188536,4.0,1.0613592978509752,0.6736537102146946,7.0,0.800862251132365 daily,clickstream_visits,clickstream_visits,original,7d,7,PatchTST-FM-r2,100,5183,0.9938315029250228,0.6941201311106928,5.0,1.0637288509457057,0.675157685576335,10.0,0.7727901656514429 daily,clickstream_visits,clickstream_visits,original,7d,7,TimesFM-3.0,100,5183,0.9956994532345741,0.6954247606278272,6.0,1.0577113134972642,0.6713383037357968,5.0,0.7918699411078342 daily,clickstream_visits,clickstream_visits,original,7d,7,Timestral-209M,100,5183,0.996075251352416,0.6956872287001915,7.0,1.055447013370499,0.6699011333218535,4.0,0.7949555782181674 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-beta,100,5183,0.997117348650684,0.696415059032773,8.0,1.061510468861486,0.6737496597318032,8.0,0.8033846917119153 daily,clickstream_visits,clickstream_visits,original,7d,7,Chronos-2 + past & calendar covariates,100,5183,0.9977970274741917,0.6968897660154937,9.0,1.0586835447514404,0.6719553871239469,6.0,0.7738315739183962 daily,clickstream_visits,clickstream_visits,original,7d,7,Chronos-2,100,5183,0.9979380459428581,0.6969882573167572,10.0,1.0719438853559276,0.6803718372978046,12.0,0.7729059287230231 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-beta + past & calendar covariates,100,5183,1.0028340628858967,0.7004077745210519,11.0,1.0692594409116214,0.6786679977371265,11.0,0.8107512655843738 daily,clickstream_visits,clickstream_visits,original,7d,7,TimesFM-2.5,100,5183,1.0036603881151127,0.7009849035160126,12.0,1.078161245430748,0.6843180482469375,13.0,0.7988354786251758 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-alpha,100,5183,1.003974887279629,0.7012045586594305,13.0,1.062260180201231,0.6742255078509386,9.0,0.7912258941778525 daily,clickstream_visits,clickstream_visits,original,7d,7,TiRex-2 + past & calendar covariates,100,5183,1.0102002284643972,0.7055525136464301,14.0,1.0978213993271426,0.6967965139677491,17.0,0.7749290262120668 daily,clickstream_visits,clickstream_visits,original,7d,7,TiRex-2,100,5183,1.012906283053404,0.7074424989815556,15.0,1.098852255662701,0.6974508071901794,18.0,0.7758156243396451 daily,clickstream_visits,clickstream_visits,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5183,1.0131373620496462,0.7076038911116064,16.0,1.096575414477775,0.6960056768607041,15.0,0.7877213049989434 daily,clickstream_visits,clickstream_visits,original,7d,7,Toto-2.0-22M,100,5183,1.0141266286309545,0.7082948229718866,17.0,1.095267585388001,0.6951755866919583,14.0,0.7921290298870851 daily,clickstream_visits,clickstream_visits,original,7d,7,t0-alpha + past & calendar covariates,100,5183,1.0250606627110006,0.7159314627311145,18.0,1.0977492576238412,0.6967507250193802,16.0,0.8010193581580809 daily,clickstream_visits,clickstream_visits,original,7d,7,AutoTheta,100,5183,1.1326853094090163,0.7910995708630264,19.0,1.4072483054766474,0.8931923846120517,19.0,0.8830250911863876 daily,clickstream_visits,clickstream_visits,original,7d,7,AutoETS,100,5183,1.221511509261619,0.8531383101324987,20.0,1.4999876514892565,0.9520548307702711,20.0,0.8993623843517726 daily,clickstream_visits,clickstream_visits,original,7d,7,Seasonal Naive,100,5183,1.431786024322257,1.0,21.0,1.575526537978568,1.0,21.0,0.6677080749336199 daily,clickstream_visits,clickstream_visits,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4896,1.0439163681384827,0.6943996639746782,1.0,1.1832919876862256,0.7036847958422648,2.0,0.7948139368797705 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-gamma,100,4896,1.045325999866662,0.695337332765255,2.0,1.189539855374633,0.7074003027032243,4.0,0.7949226965567899 daily,clickstream_visits,clickstream_visits,original,28d,28,PatchTST-FM-r2,100,4896,1.0458304181025995,0.6956728652506421,3.0,1.2071069690289953,0.7178471838737623,9.0,0.7744637874393934 daily,clickstream_visits,clickstream_visits,original,28d,28,Timestral-209M + past & calendar covariates,100,4896,1.0476132813848476,0.6968588028428588,4.0,1.1794801867932674,0.701417978893392,1.0,0.7984662798606122 daily,clickstream_visits,clickstream_visits,original,28d,28,TimesFM-3.0,100,4896,1.0481899545894369,0.6972423983987022,5.0,1.192760655307597,0.7093156608454764,5.0,0.7940133286396056 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-gamma + past & calendar covariates,100,4896,1.0499130548387692,0.6983885823945185,6.0,1.2110993270413155,0.7202213752500787,10.0,0.8055824208904394 daily,clickstream_visits,clickstream_visits,original,28d,28,Chronos-2 + past & calendar covariates,100,4896,1.0501864915147132,0.6985704689341773,7.0,1.1958486595329292,0.71115204750699,6.0,0.7792856007603403 daily,clickstream_visits,clickstream_visits,original,28d,28,Chronos-2,100,4896,1.0502701953347995,0.6986261476325053,8.0,1.2168216197194708,0.7236243310689979,11.0,0.7744036496790522 daily,clickstream_visits,clickstream_visits,original,28d,28,Timestral-209M,100,4896,1.0503226932654504,0.6986610685768606,9.0,1.1878595427321503,0.7064010476832621,3.0,0.7979492458419737 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-beta,100,4896,1.0510014547347895,0.6991125719258009,10.0,1.1979050453881952,0.7123749472441592,8.0,0.8153827003606628 daily,clickstream_visits,clickstream_visits,original,28d,28,TimesFM-2.5,100,4896,1.0560689061255732,0.7024833750383558,11.0,1.2205698310870474,0.7258533323454489,13.0,0.8017265794050377 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-alpha,100,4896,1.0582990251992528,0.7039668213973281,12.0,1.1973594544914132,0.7120504930749341,7.0,0.7991085880257018 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-beta + past & calendar covariates,100,4896,1.0603217781153933,0.7053123304707958,13.0,1.2179653337703384,0.7243044794996151,12.0,0.8265767054518477 daily,clickstream_visits,clickstream_visits,original,28d,28,TiRex-2 + past & calendar covariates,100,4896,1.0674095263054852,0.710027008879674,14.0,1.2256163950155752,0.728854443098083,14.0,0.7915703750289576 daily,clickstream_visits,clickstream_visits,original,28d,28,TiRex-2,100,4896,1.0730001450931606,0.7137458161769432,15.0,1.2324843835456232,0.7329387258929526,16.0,0.7908536825156142 daily,clickstream_visits,clickstream_visits,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4896,1.0752096886755615,0.7152155759852817,16.0,1.2355973465217784,0.7347899551238913,17.0,0.7880772979345012 daily,clickstream_visits,clickstream_visits,original,28d,28,Toto-2.0-22M,100,4896,1.076659768800865,0.7161801505263847,17.0,1.230393927491726,0.7316955651542576,15.0,0.7949086842964387 daily,clickstream_visits,clickstream_visits,original,28d,28,t0-alpha + past & calendar covariates,100,4896,1.0847600781390458,0.721568371512472,18.0,1.2521937638094052,0.7446595787098608,18.0,0.8046882907635413 daily,clickstream_visits,clickstream_visits,original,28d,28,AutoTheta,100,4896,1.2412114390176017,0.8256377929127487,19.0,1.681028896287764,0.9996809646300735,19.0,0.8963246519972508 daily,clickstream_visits,clickstream_visits,original,28d,28,AutoETS,100,4896,1.3884152556482876,0.9235558675056538,20.0,198.7244009356634,118.17821886441268,21.0,0.915685461422985 daily,clickstream_visits,clickstream_visits,original,28d,28,Seasonal Naive,100,4896,1.5033365110852788,1.0,21.0,1.6815653751192707,1.0,20.0,0.7744709966761686 daily,clickstream_visits,clickstream_visits,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,4000,1.1317553094610184,0.6977592565110193,1.0,1.4375168616472227,0.7307337437651562,1.0,0.7846068469153531 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-gamma,100,4000,1.1351884660313758,0.6998758949362981,2.0,1.45370847621721,0.7389644361820588,4.0,0.7910010827158955 daily,clickstream_visits,clickstream_visits,original,91d,91,PatchTST-FM-r2,100,4000,1.1357498812235023,0.7002220233297569,3.0,1.5241299325507678,0.7747618141474544,15.0,0.7566142180661736 daily,clickstream_visits,clickstream_visits,original,91d,91,TimesFM-3.0,100,4000,1.1371681414048433,0.7010964209680087,4.0,1.4482435752556095,0.7361864600445126,3.0,0.7836750139070905 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-beta,100,4000,1.1396746152133417,0.7026417331803412,5.0,1.4669073062700084,0.7456738047850464,7.0,0.8230742476589112 daily,clickstream_visits,clickstream_visits,original,91d,91,Timestral-209M + past & calendar covariates,100,4000,1.1437677123991123,0.70516524371773,6.0,1.477107534871923,0.7508588926489873,9.0,0.7902580228973481 daily,clickstream_visits,clickstream_visits,original,91d,91,Chronos-2 + past & calendar covariates,100,4000,1.144015755155975,0.7053181691143813,7.0,1.4931594622752489,0.7590185778109674,11.0,0.7734442513984507 daily,clickstream_visits,clickstream_visits,original,91d,91,TimesFM-2.5,100,4000,1.1442868887278308,0.7054853306535689,8.0,1.4795344696733541,0.7520925777629773,10.0,0.7897303336679241 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-gamma + past & calendar covariates,100,4000,1.1444216943806418,0.7055684421630025,9.0,1.4966513260791467,0.7607935988755665,13.0,0.8037655302219483 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-alpha,100,4000,1.1466472061744086,0.7069405333222787,10.0,1.4477696538633236,0.7359455513202569,2.0,0.7649349707754912 daily,clickstream_visits,clickstream_visits,original,91d,91,Timestral-209M,100,4000,1.1472855909581177,0.7073341156525979,11.0,1.4727403764514495,0.7486389325863615,8.0,0.787287032267581 daily,clickstream_visits,clickstream_visits,original,91d,91,Chronos-2,100,4000,1.1505592164270513,0.709352398627905,12.0,1.6148184467909603,0.8208615569019839,18.0,0.7599082882100525 daily,clickstream_visits,clickstream_visits,original,91d,91,TiRex-2 + past & calendar covariates,100,4000,1.1530499899595146,0.7108880311746404,13.0,1.457842297070713,0.7410657836298189,5.0,0.7933055920426972 daily,clickstream_visits,clickstream_visits,original,91d,91,TiRex-2,100,4000,1.1638554221422148,0.7175498866685384,14.0,1.4628754313628651,0.7436242795767553,6.0,0.7951783505223303 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-beta + past & calendar covariates,100,4000,1.1724696155037337,0.7228607812630935,15.0,1.5655938712041921,0.795839201085891,17.0,0.8361045723430909 daily,clickstream_visits,clickstream_visits,original,91d,91,Toto-2.0-22M,100,4000,1.1752261742579613,0.7245602779394509,16.0,1.4961314017078604,0.7605293054314747,12.0,0.7904619113926843 daily,clickstream_visits,clickstream_visits,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,4000,1.1752465955297917,0.7245728682328918,17.0,1.5054777995550572,0.7652803650341945,14.0,0.7812143097427902 daily,clickstream_visits,clickstream_visits,original,91d,91,t0-alpha + past & calendar covariates,100,4000,1.1949736597956533,0.7367351630153637,18.0,1.5591575610279047,0.7925674279633392,16.0,0.8029842362761292 daily,clickstream_visits,clickstream_visits,original,91d,91,AutoTheta,100,4000,1.4096799386032826,0.8691076751800342,19.0,2.2737587781435336,1.155821061095462,20.0,0.9119730861515161 daily,clickstream_visits,clickstream_visits,original,91d,91,Seasonal Naive,100,4000,1.6219853751852666,1.0,20.0,1.9672238676707574,1.0,19.0,0.8640176411978922 daily,clickstream_visits,clickstream_visits,original,91d,91,AutoETS,100,4000,1.8143696927493953,1.1186103897774997,21.0,29233414918842.383,14860238023370.203,21.0,0.9250093084058892 daily,foottraffic,foottraffic,original,1d,1,Timestral-209M,100,5255,0.44831784110110573,0.5484028584886235,1.0,0.27231603901086743,0.5427204147839099,1.0,0.8449096098953378 daily,foottraffic,foottraffic,original,1d,1,PatchTST-FM-r2,100,5255,0.4759968453454807,0.5822610806161491,2.0,0.2874477374446456,0.5728775868704111,2.0,0.817697431018078 daily,foottraffic,foottraffic,original,1d,1,Timestral-209M + past & calendar covariates,100,5255,0.4941637639705783,0.604483685184962,3.0,0.30346225952105704,0.6047942088051523,4.0,0.845861084681256 daily,foottraffic,foottraffic,original,1d,1,TimesFM-2.5,100,5255,0.4961101143826793,0.6068645499013764,4.0,0.3180232443979911,0.6338139601968672,9.0,0.9183634633682207 daily,foottraffic,foottraffic,original,1d,1,TimesFM-3.0,100,5255,0.4961163139122438,0.6068721334490801,5.0,0.3088010328699108,0.6154342772229056,5.0,0.8717411988582302 daily,foottraffic,foottraffic,original,1d,1,t0-gamma,100,5255,0.5049731270975254,0.6177061918393925,6.0,0.3034554901102609,0.6047807175049393,3.0,0.8601332064700286 daily,foottraffic,foottraffic,original,1d,1,t0-gamma + past & calendar covariates,100,5255,0.5077035557209485,0.6210461768337587,7.0,0.31906551522237475,0.6358911850866729,11.0,0.8774500475737393 daily,foottraffic,foottraffic,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5255,0.512899281794663,0.6274018262626343,8.0,0.3140546786499831,0.6259046881000805,6.0,0.7984776403425309 daily,foottraffic,foottraffic,original,1d,1,Toto-2.0-22M,100,5255,0.5147736275782471,0.6296946116289025,9.0,0.3158617014548909,0.6295060483789894,7.0,0.7990485252140819 daily,foottraffic,foottraffic,original,1d,1,Chronos-2,100,5255,0.5226537218159446,0.6393339027945165,10.0,0.35091426311228735,0.699365102113175,18.0,0.8220742150333016 daily,foottraffic,foottraffic,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5255,0.5258135287771462,0.6431991229819156,11.0,0.3408659811359849,0.6793390772714031,16.0,0.8570884871550903 daily,foottraffic,foottraffic,original,1d,1,TiRex-2 + past & calendar covariates,100,5255,0.5274938109025756,0.6452545208183919,12.0,0.31802363547768564,0.6338147396108701,10.0,0.8913415794481446 daily,foottraffic,foottraffic,original,1d,1,Chronos-2 + past & calendar covariates,100,5255,0.5325861087073164,0.6514836520649562,13.0,0.3480475491187687,0.69365179850726,17.0,0.8331113225499525 daily,foottraffic,foottraffic,original,1d,1,TiRex-2,100,5255,0.5332510658852772,0.6522970580544893,14.0,0.31777426037129985,0.6333177400155982,8.0,0.8882968601332065 daily,foottraffic,foottraffic,original,1d,1,t0-beta,100,5255,0.5440901568253231,0.66555592912761,15.0,0.33865777643523776,0.674938169504566,15.0,0.8877259752616555 daily,foottraffic,foottraffic,original,1d,1,t0-alpha,100,5255,0.5544019620732744,0.6781698002603431,16.0,0.32130774108846133,0.640359896355028,12.0,0.8835394862036156 daily,foottraffic,foottraffic,original,1d,1,t0-beta + past & calendar covariates,100,5255,0.5561265337250604,0.6802793750682182,17.0,0.33036663914862957,0.6584140988564954,13.0,0.8814462416745956 daily,foottraffic,foottraffic,original,1d,1,t0-alpha + past & calendar covariates,100,5255,0.5617407527359619,0.6871469441709728,18.0,0.33077972508360204,0.6592373708561321,14.0,0.8884871550903901 daily,foottraffic,foottraffic,original,1d,1,AutoETS,100,5255,0.6379431269017849,0.7803611685112717,19.0,0.5063010842237414,1.0090479262019763,20.0,0.9600380589914367 daily,foottraffic,foottraffic,original,1d,1,AutoTheta,100,5255,0.6508162325299912,0.7961081392470231,20.0,0.6098852559425352,1.2154891069876148,21.0,0.9725975261655566 daily,foottraffic,foottraffic,original,1d,1,Seasonal Naive,100,5255,0.8174972726011165,1.0,21.0,0.5017611860414226,1.0,19.0,0.8647002854424358 daily,foottraffic,foottraffic,original,7d,7,Timestral-209M + past & calendar covariates,100,5158,0.6038602666697003,0.5761585903798201,1.0,0.3794471355466503,0.5060171224729623,1.0,0.8534038663933973 daily,foottraffic,foottraffic,original,7d,7,Timestral-209M,100,5158,0.6491980990932413,0.6194165807822786,2.0,0.4210949832590921,0.5615572019264042,3.0,0.8048246828781919 daily,foottraffic,foottraffic,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5158,0.6688868448576467,0.6382021188149892,3.0,0.4311512882475865,0.5749679304213168,4.0,0.8085082811721043 daily,foottraffic,foottraffic,original,7d,7,t0-gamma + past & calendar covariates,100,5158,0.6708149027228668,0.6400417283457213,4.0,0.4123808633197345,0.5499363633865495,2.0,0.8181188722096051 daily,foottraffic,foottraffic,original,7d,7,PatchTST-FM-r2,100,5158,0.6714273183786713,0.6406260498526168,5.0,0.4518770555972721,0.6026070721431881,8.0,0.7952140918406913 daily,foottraffic,foottraffic,original,7d,7,Chronos-2 + past & calendar covariates,100,5158,0.677553347124137,0.646471051223678,6.0,0.4450458913333887,0.5934972759156569,7.0,0.7400985985708747 daily,foottraffic,foottraffic,original,7d,7,t0-gamma,100,5158,0.6812505376631873,0.6499986356780962,7.0,0.43996964302278313,0.5867277728084841,6.0,0.8065695452279399 daily,foottraffic,foottraffic,original,7d,7,TimesFM-3.0,100,5158,0.6888569861638697,0.657256143561699,8.0,0.4575138464937171,0.6101240947853322,11.0,0.8087021547665207 daily,foottraffic,foottraffic,original,7d,7,Chronos-2,100,5158,0.6959368613131001,0.66401123428582,9.0,0.4568471263531147,0.6092349806626064,10.0,0.7472165291087354 daily,foottraffic,foottraffic,original,7d,7,t0-beta,100,5158,0.6988053522897489,0.666748135202878,10.0,0.45413493287827117,0.6056180964930814,9.0,0.8257353348473937 daily,foottraffic,foottraffic,original,7d,7,t0-beta + past & calendar covariates,100,5158,0.7003823792950944,0.6682528171740927,11.0,0.4372670371161003,0.583123674276793,5.0,0.8245859413947819 daily,foottraffic,foottraffic,original,7d,7,TimesFM-2.5,100,5158,0.7310090181305181,0.6974744799220103,12.0,0.49271681574813553,0.6570695149397425,14.0,0.8353182296571207 daily,foottraffic,foottraffic,original,7d,7,t0-alpha,100,5158,0.7330628618073948,0.6994341049264106,13.0,0.47783073886095917,0.637217975461105,13.0,0.8240735611809671 daily,foottraffic,foottraffic,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5158,0.7499329144578608,0.7155302554619158,14.0,0.5016475984550034,0.6689792871936564,15.0,0.761812441145516 daily,foottraffic,foottraffic,original,7d,7,Toto-2.0-22M,100,5158,0.7523146571874452,0.7178027373744827,15.0,0.5054271888306222,0.6740196136761368,16.0,0.756965601285105 daily,foottraffic,foottraffic,original,7d,7,t0-alpha + past & calendar covariates,100,5158,0.7526277557498245,0.7181014727546814,16.0,0.47037017606120773,0.6272688358674687,12.0,0.8164570985431783 daily,foottraffic,foottraffic,original,7d,7,TiRex-2 + past & calendar covariates,100,5158,0.7839088241424813,0.7479475435519608,17.0,0.5149822804637719,0.6867619419749295,17.0,0.8160416551265717 daily,foottraffic,foottraffic,original,7d,7,TiRex-2,100,5158,0.7876560534806659,0.751522871309863,18.0,0.5195222750954781,0.6928163163643132,18.0,0.8128842851603613 daily,foottraffic,foottraffic,original,7d,7,AutoETS,100,5158,0.932093213806996,0.8893340757976743,19.0,0.6845867877677911,0.9129404440758447,19.0,0.9135600731180413 daily,foottraffic,foottraffic,original,7d,7,AutoTheta,100,5158,0.9542510529190324,0.9104754392112019,20.0,0.7811773080051941,1.0417501056332663,21.0,0.9359940176148009 daily,foottraffic,foottraffic,original,7d,7,Seasonal Naive,100,5158,1.0480799501255695,1.0,21.0,0.7498701500302001,1.0,20.0,0.7924721652910873 daily,foottraffic,foottraffic,original,28d,28,Timestral-209M + past & calendar covariates,100,4867,0.657752302334556,0.5349841429444678,1.0,0.4010578213551299,0.4610996757085173,1.0,0.8155640786820381 daily,foottraffic,foottraffic,original,28d,28,Timestral-209M,100,4867,0.7126868224105628,0.5796652440772463,2.0,0.46261512234472524,0.5318726416312051,4.0,0.8178910556340407 daily,foottraffic,foottraffic,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4867,0.7172737687910078,0.5833960460362282,3.0,0.45484480486246487,0.5229390398400312,3.0,0.8103147590645469 daily,foottraffic,foottraffic,original,28d,28,t0-gamma + past & calendar covariates,100,4867,0.7275983127331714,0.5917935343803761,4.0,0.4390194485708022,0.5047444896641952,2.0,0.8184850654036431 daily,foottraffic,foottraffic,original,28d,28,PatchTST-FM-r2,100,4867,0.7305320151743027,0.5941796670940924,5.0,0.48216284454575953,0.5543468283638853,6.0,0.8043138300037023 daily,foottraffic,foottraffic,original,28d,28,t0-gamma,100,4867,0.732366498898943,0.5956717480791212,6.0,0.46351465970974004,0.5329068475865821,5.0,0.811548570512556 daily,foottraffic,foottraffic,original,28d,28,Chronos-2 + past & calendar covariates,100,4867,0.7381922860488527,0.600410163641194,7.0,0.48381333038487356,0.5562444063305872,7.0,0.7470378829805894 daily,foottraffic,foottraffic,original,28d,28,TimesFM-3.0,100,4867,0.7494387512107769,0.6095574984425347,8.0,0.49272140885584703,0.5664861018553699,9.0,0.8089661532300959 daily,foottraffic,foottraffic,original,28d,28,Chronos-2,100,4867,0.762701529044265,0.6203448051644237,9.0,0.4955984161453066,0.5697938222326921,10.0,0.7501905588587412 daily,foottraffic,foottraffic,original,28d,28,t0-beta,100,4867,0.7870916646319961,0.6401825704407889,10.0,0.5047472355457943,0.5803122997041619,11.0,0.835089608570728 daily,foottraffic,foottraffic,original,28d,28,TimesFM-2.5,100,4867,0.7954315802178777,0.6469658573652225,11.0,0.5314841593259011,0.6110519742049466,14.0,0.8292985317662379 daily,foottraffic,foottraffic,original,28d,28,t0-alpha,100,4867,0.7971659390078907,0.6483765015355888,12.0,0.521117573829553,0.5991334204302826,13.0,0.8233854200122145 daily,foottraffic,foottraffic,original,28d,28,t0-beta + past & calendar covariates,100,4867,0.7995341400019932,0.6503026825229504,13.0,0.4861313721074625,0.5589094791197253,8.0,0.8246842547299931 daily,foottraffic,foottraffic,original,28d,28,Toto-2.0-22M,100,4867,0.8241792700367759,0.6703478480398428,14.0,0.539306737231228,0.6200456602603969,16.0,0.7876046930476274 daily,foottraffic,foottraffic,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4867,0.8252762352205857,0.6712400668532433,15.0,0.5385716776054434,0.6192005557965804,15.0,0.7895969734198132 daily,foottraffic,foottraffic,original,28d,28,t0-alpha + past & calendar covariates,100,4867,0.8263980819634565,0.6721525231321793,16.0,0.514062735884729,0.5910224117045506,12.0,0.802488490252022 daily,foottraffic,foottraffic,original,28d,28,TiRex-2 + past & calendar covariates,100,4867,0.8740867002616292,0.7109401556465801,17.0,0.5629857934310404,0.647269677729811,17.0,0.8168254432642592 daily,foottraffic,foottraffic,original,28d,28,TiRex-2,100,4867,0.8805524184041436,0.7161990603538937,18.0,0.5652320330316413,0.6498521989929571,18.0,0.812705367892922 daily,foottraffic,foottraffic,original,28d,28,AutoETS,100,4867,1.109945819179466,0.9027766389884753,19.0,0.8097760818679507,0.9310066251399634,19.0,0.9051410373066424 daily,foottraffic,foottraffic,original,28d,28,AutoTheta,100,4867,1.1295263398507216,0.9187024944093355,20.0,0.8899328872324987,1.0231636034892178,21.0,0.9269497196865184 daily,foottraffic,foottraffic,original,28d,28,Seasonal Naive,100,4867,1.22947999676101,1.0,21.0,0.8697855203191627,1.0,20.0,0.8378513649409702 daily,foottraffic,foottraffic,original,91d,91,Timestral-209M + past & calendar covariates,100,3994,0.7254346995880678,0.46202981832762685,1.0,0.4365424679679047,0.3836547314216463,1.0,0.8419694128968065 daily,foottraffic,foottraffic,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,3994,0.7759139497956284,0.494180084665807,2.0,0.48649988483132134,0.4275597366745659,3.0,0.8312157058875841 daily,foottraffic,foottraffic,original,91d,91,Timestral-209M,100,3994,0.781088285824884,0.4974756225507752,3.0,0.4997756091245374,0.4392270882196534,4.0,0.8447819359759295 daily,foottraffic,foottraffic,original,91d,91,t0-gamma,100,3994,0.7883402551206974,0.502094406375377,4.0,0.4999687972751307,0.4393968713529525,5.0,0.845913091939942 daily,foottraffic,foottraffic,original,91d,91,PatchTST-FM-r2,100,3994,0.7895830679566777,0.5028859546555313,5.0,0.5141496611613341,0.4518597035509605,6.0,0.8342658167526275 daily,foottraffic,foottraffic,original,91d,91,t0-gamma + past & calendar covariates,100,3994,0.7902352187664339,0.5033013099181414,6.0,0.4731445750232451,0.41582244151214637,2.0,0.8365573531260818 daily,foottraffic,foottraffic,original,91d,91,Chronos-2 + past & calendar covariates,100,3994,0.8028009733521334,0.5113044469498784,7.0,0.5229243126983529,0.45957129366136645,7.0,0.776115151249149 daily,foottraffic,foottraffic,original,91d,91,TimesFM-3.0,100,3994,0.8185103660129835,0.5213097690570943,8.0,0.5341538476297766,0.4694403545757838,9.0,0.8241180484621168 daily,foottraffic,foottraffic,original,91d,91,Chronos-2,100,3994,0.8320389498858457,0.5299261326699155,9.0,0.5246834473112831,0.4611173066314216,8.0,0.7869435892653792 daily,foottraffic,foottraffic,original,91d,91,t0-alpha,100,3994,0.8546540815142206,0.5443297242869787,10.0,0.5520031833988898,0.48512721810691084,10.0,0.8295436666670267 daily,foottraffic,foottraffic,original,91d,91,TimesFM-2.5,100,3994,0.8723868390900623,0.5556237287864413,11.0,0.5830530843428194,0.512415379698071,13.0,0.8308922751473843 daily,foottraffic,foottraffic,original,91d,91,t0-beta,100,3994,0.9082962756915787,0.5784944716371311,12.0,0.5872937456903949,0.5161422789340782,14.0,0.8711460177670028 daily,foottraffic,foottraffic,original,91d,91,Toto-2.0-22M,100,3994,0.9097978985141465,0.5794508561611986,13.0,0.5924628685006058,0.5206851552152072,16.0,0.8353442544496527 daily,foottraffic,foottraffic,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,3994,0.9159632643894907,0.5833775815810416,14.0,0.5904001672164889,0.5188723531049229,15.0,0.8381574939700984 daily,foottraffic,foottraffic,original,91d,91,t0-beta + past & calendar covariates,100,3994,0.9594354325729586,0.6110650329526414,15.0,0.5794964367233484,0.5092896249609399,11.0,0.8522751189949829 daily,foottraffic,foottraffic,original,91d,91,TiRex-2,100,3994,0.9834892485176583,0.626384923519396,16.0,0.6134713992099872,0.5391484727576913,17.0,0.8358631190274952 daily,foottraffic,foottraffic,original,91d,91,t0-alpha + past & calendar covariates,100,3994,0.9842610171118089,0.6268764634244335,17.0,0.5806405274735073,0.5102951075008573,12.0,0.7962999230875614 daily,foottraffic,foottraffic,original,91d,91,TiRex-2 + past & calendar covariates,100,3994,0.9855414879819578,0.6276919961303333,18.0,0.6172871214856057,0.542501914890473,18.0,0.8371870753758922 daily,foottraffic,foottraffic,original,91d,91,AutoETS,100,3994,1.4069907033473141,0.8961132675695791,19.0,1.0419484225898348,0.9157148995943764,19.0,0.8997254856026323 daily,foottraffic,foottraffic,original,91d,91,AutoTheta,100,3994,1.4207512379309832,0.9048773607366056,20.0,1.0972569133182175,0.9643226885559176,20.0,0.9252623409466986 daily,foottraffic,foottraffic,original,91d,91,Seasonal Naive,100,3994,1.570103640093765,1.0,21.0,1.1378524287978438,1.0,21.0,0.8703874439577753 daily,job_openings,job_openings,original,1d,1,t0-gamma,100,5300,0.9007786331608113,0.6788136696056866,1.0,3.244961668767463,0.5842410038368584,1.0,0.8449056603773585 daily,job_openings,job_openings,original,1d,1,t0-gamma + past & calendar covariates,100,5300,0.9029056924668002,0.6804165905452083,2.0,3.26498557238084,0.5878462191651046,3.0,0.8716981132075472 daily,job_openings,job_openings,original,1d,1,Timestral-209M,100,5300,0.9033659846310937,0.6807634600219392,3.0,3.2649620875172563,0.5878419908192332,2.0,0.9052830188679245 daily,job_openings,job_openings,original,1d,1,t0-beta + past & calendar covariates,100,5300,0.9053234963690019,0.6822386123814517,4.0,3.2660647262102316,0.5880405160415967,4.0,0.8783018867924528 daily,job_openings,job_openings,original,1d,1,Timestral-209M + past & calendar covariates,100,5300,0.9060200267216447,0.6827635075191285,5.0,3.2661848464941543,0.5880621431677152,5.0,0.900377358490566 daily,job_openings,job_openings,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5300,0.9079842092164354,0.6842436868639532,6.0,3.306844859026157,0.595382798683113,7.0,0.8530188679245283 daily,job_openings,job_openings,original,1d,1,t0-beta,100,5300,0.9089549650146285,0.684975234306803,7.0,3.2670477823196444,0.5882175109484147,6.0,0.8818867924528302 daily,job_openings,job_openings,original,1d,1,TimesFM-3.0,100,5300,0.9127228406864596,0.6878146505820745,8.0,3.3372606531126623,0.600859027952824,10.0,0.8679245283018868 daily,job_openings,job_openings,original,1d,1,Toto-2.0-22M,100,5300,0.9136530714790182,0.6885156589704076,9.0,3.321548783531099,0.5980301752902984,8.0,0.8566037735849057 daily,job_openings,job_openings,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5300,0.9142128173514149,0.6889374753142911,10.0,3.33821949222098,0.601031662695648,11.0,0.890188679245283 daily,job_openings,job_openings,original,1d,1,t0-alpha,100,5300,0.9191443404000965,0.6926537993190844,11.0,3.331641482491116,0.5998473211224287,9.0,0.8528301886792453 daily,job_openings,job_openings,original,1d,1,TiRex-2 + past & calendar covariates,100,5300,0.919691750188295,0.6930663193694337,12.0,3.3692108980903233,0.606611528322319,12.0,0.8579245283018868 daily,job_openings,job_openings,original,1d,1,Chronos-2,100,5300,0.9209076325113671,0.693982590594293,13.0,3.3787611832497184,0.608331014947433,14.0,0.8139622641509434 daily,job_openings,job_openings,original,1d,1,TiRex-2,100,5300,0.921838398329209,0.6946840021698938,14.0,3.387348188050985,0.6098770672023275,15.0,0.8622641509433963 daily,job_openings,job_openings,original,1d,1,TimesFM-2.5,100,5300,0.9218830880289006,0.6947176796772463,15.0,3.427879628844156,0.6171745739445107,17.0,0.8735849056603774 daily,job_openings,job_openings,original,1d,1,PatchTST-FM-r2,100,5300,0.9289354153688006,0.7000322109334549,16.0,3.41307703734811,0.6145094327817425,16.0,0.6939622641509434 daily,job_openings,job_openings,original,1d,1,t0-alpha + past & calendar covariates,100,5300,0.9305524015847833,0.7012507482150525,17.0,3.370500255523635,0.6068436714284744,13.0,0.8430188679245283 daily,job_openings,job_openings,original,1d,1,Chronos-2 + past & calendar covariates,100,5300,0.9327631505071159,0.7029167364315797,18.0,3.4624072736296134,0.6233911237557879,18.0,0.7739622641509434 daily,job_openings,job_openings,original,1d,1,AutoTheta,100,5300,1.2377299597311495,0.9327352859134769,19.0,5.742570848840287,1.0339244958184912,21.0,0.929433962264151 daily,job_openings,job_openings,original,1d,1,AutoETS,100,5300,1.2568451843898407,0.9471402410469839,20.0,5.572279611302932,1.0032643112865627,20.0,0.9173584905660377 daily,job_openings,job_openings,original,1d,1,Seasonal Naive,100,5300,1.3269895311390254,1.0,21.0,5.5541491395793505,1.0,19.0,0.7981132075471699 daily,job_openings,job_openings,original,7d,7,t0-gamma + past & calendar covariates,100,5200,0.751524160423642,0.6917025037036462,1.0,3.7365673291425905,0.6153474575875902,1.0,0.863956043956044 daily,job_openings,job_openings,original,7d,7,t0-beta + past & calendar covariates,100,5200,0.7519008521300005,0.6920492105829908,2.0,3.7493813472864077,0.6174577028452579,4.0,0.8559615384615384 daily,job_openings,job_openings,original,7d,7,t0-beta,100,5200,0.754533330300587,0.6944721423228213,3.0,3.759368682770508,0.6191024427781593,6.0,0.8629945054945055 daily,job_openings,job_openings,original,7d,7,t0-gamma,100,5200,0.7548347752415607,0.6947495921127027,4.0,3.749879602190694,0.6175397567363231,5.0,0.81760989010989 daily,job_openings,job_openings,original,7d,7,Timestral-209M + past & calendar covariates,100,5200,0.7548459502526559,0.6947598775879549,5.0,3.737853269900991,0.6155592295982586,2.0,0.9125 daily,job_openings,job_openings,original,7d,7,Timestral-209M,100,5200,0.7551604439151322,0.6950493374153157,6.0,3.7410904958800923,0.6160923442461174,3.0,0.9114285714285715 daily,job_openings,job_openings,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5200,0.7588140644885893,0.6984121281695329,7.0,3.7765882520091365,0.6219382054497167,7.0,0.855467032967033 daily,job_openings,job_openings,original,7d,7,Toto-2.0-22M,100,5200,0.7614633896797485,0.7008505658996212,8.0,3.790262722744364,0.6241901522392609,8.0,0.8621703296703297 daily,job_openings,job_openings,original,7d,7,t0-alpha,100,5200,0.7643946331918722,0.7035484811272009,9.0,3.850682380404991,0.6341402158818477,11.0,0.8680769230769231 daily,job_openings,job_openings,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5200,0.7653238095475634,0.7044036946325812,10.0,3.8204634132244313,0.6291636791336801,9.0,0.9052472527472528 daily,job_openings,job_openings,original,7d,7,t0-alpha + past & calendar covariates,100,5200,0.7663415752857198,0.7053404457662636,11.0,3.860215242913674,0.6357101120436267,12.0,0.8455769230769231 daily,job_openings,job_openings,original,7d,7,TimesFM-3.0,100,5200,0.7670141831729478,0.7059595137671435,12.0,3.830631626005933,0.6308382064021992,10.0,0.8834890109890109 daily,job_openings,job_openings,original,7d,7,TiRex-2,100,5200,0.7703279817119439,0.7090095324716666,13.0,3.8905125266744878,0.64069954616639,15.0,0.880989010989011 daily,job_openings,job_openings,original,7d,7,Chronos-2,100,5200,0.7707185040861916,0.709368969091598,14.0,3.866727243320399,0.6367825249138124,13.0,0.7831593406593407 daily,job_openings,job_openings,original,7d,7,PatchTST-FM-r2,100,5200,0.7708008426568453,0.7094447534754832,15.0,3.8803323757176043,0.6390230528886378,14.0,0.7200824175824176 daily,job_openings,job_openings,original,7d,7,TiRex-2 + past & calendar covariates,100,5200,0.7716799486833246,0.7102538822720795,16.0,3.8919124857552547,0.6409300950057908,16.0,0.8763461538461539 daily,job_openings,job_openings,original,7d,7,TimesFM-2.5,100,5200,0.7719464081245955,0.7104991314235621,17.0,3.911528477977466,0.6441605067390019,17.0,0.8565109890109891 daily,job_openings,job_openings,original,7d,7,Chronos-2 + past & calendar covariates,100,5200,0.7776606804767382,0.7157585451602988,18.0,3.925409137659997,0.6464464092513605,18.0,0.772032967032967 daily,job_openings,job_openings,original,7d,7,AutoTheta,100,5200,1.0592056947001254,0.9748924512928916,19.0,6.419933088633751,1.0572509889390167,21.0,0.9310164835164836 daily,job_openings,job_openings,original,7d,7,AutoETS,100,5200,1.063819035273173,0.9791385679087775,20.0,6.350436916754391,1.0458061817373632,20.0,0.9315384615384615 daily,job_openings,job_openings,original,7d,7,Seasonal Naive,100,5200,1.0864846612520371,1.0,21.0,6.072288563263816,1.0,19.0,0.8239285714285715 daily,job_openings,job_openings,original,28d,28,t0-gamma + past & calendar covariates,100,4900,0.8125441118495651,0.6902297280257215,1.0,4.175608979144832,0.6436189148218057,1.0,0.8628935860058309 daily,job_openings,job_openings,original,28d,28,Timestral-209M + past & calendar covariates,100,4900,0.8157222898625379,0.6929294866154652,2.0,4.1913428312506005,0.6460440951652858,2.0,0.8934985422740525 daily,job_openings,job_openings,original,28d,28,t0-beta,100,4900,0.8165677136703032,0.6936476465730483,3.0,4.227224540628839,0.6515748206157094,6.0,0.867295918367347 daily,job_openings,job_openings,original,28d,28,t0-beta + past & calendar covariates,100,4900,0.8166924996058808,0.6937536481563704,4.0,4.244430537623179,0.6542269140395032,7.0,0.8643148688046647 daily,job_openings,job_openings,original,28d,28,t0-gamma,100,4900,0.8171538558720588,0.6941455552608379,5.0,4.221344870206129,0.6506685415278265,4.0,0.8131268221574344 daily,job_openings,job_openings,original,28d,28,Timestral-209M,100,4900,0.8179942417285806,0.6948594356431145,6.0,4.214030246923297,0.6495410820546959,3.0,0.9005685131195336 daily,job_openings,job_openings,original,28d,28,t0-alpha + past & calendar covariates,100,4900,0.8200869629118104,0.6966371340499694,7.0,4.250885151590185,0.6552218136236805,9.0,0.8404810495626822 daily,job_openings,job_openings,original,28d,28,t0-alpha,100,4900,0.8206309739477126,0.6970992536861563,8.0,4.268257073432771,0.6578994823279432,10.0,0.8665816326530612 daily,job_openings,job_openings,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4900,0.8222972233733594,0.6985146782411006,9.0,4.223148640040029,0.6509465705264424,5.0,0.8477842565597667 daily,job_openings,job_openings,original,28d,28,Toto-2.0-22M,100,4900,0.8255208303923817,0.7012530272901594,10.0,4.246504992597781,0.6545466658328987,8.0,0.8581559766763848 daily,job_openings,job_openings,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4900,0.8277373386956525,0.703135878819107,11.0,4.270057279262427,0.6581769619790134,11.0,0.8940014577259475 daily,job_openings,job_openings,original,28d,28,TimesFM-3.0,100,4900,0.831201286366799,0.7060783894152498,12.0,4.2839913124503415,0.6603247223091325,12.0,0.885969387755102 daily,job_openings,job_openings,original,28d,28,PatchTST-FM-r2,100,4900,0.8321551001067712,0.7068886230859235,13.0,4.323306767869506,0.6663847176005955,13.0,0.677332361516035 daily,job_openings,job_openings,original,28d,28,TimesFM-2.5,100,4900,0.8329253880935834,0.7075429576135944,14.0,4.327716028598782,0.6670643510672147,14.0,0.8297521865889212 daily,job_openings,job_openings,original,28d,28,TiRex-2,100,4900,0.8355742276296632,0.7097930604275948,15.0,4.366534738508676,0.6730477791304683,16.0,0.8837900874635568 daily,job_openings,job_openings,original,28d,28,Chronos-2,100,4900,0.8373069083092224,0.7112649161665839,16.0,4.34417226093805,0.6696008774644792,15.0,0.7526603498542274 daily,job_openings,job_openings,original,28d,28,TiRex-2 + past & calendar covariates,100,4900,0.8383552805781951,0.7121554742243311,17.0,4.378961672541657,0.6749632386087903,17.0,0.8784475218658891 daily,job_openings,job_openings,original,28d,28,Chronos-2 + past & calendar covariates,100,4900,0.8432044718585734,0.7162747040972564,18.0,4.386885264777877,0.6761845631777423,18.0,0.7111953352769679 daily,job_openings,job_openings,original,28d,28,AutoTheta,100,4900,1.1317897826246033,0.961418515562268,19.0,6.701617677562395,1.0329721769270415,20.0,0.9295553935860058 daily,job_openings,job_openings,original,28d,28,AutoETS,100,4900,1.1382453650951538,0.9669023223709262,20.0,6.704378347501635,1.0333977003415538,21.0,0.9272886297376093 daily,job_openings,job_openings,original,28d,28,Seasonal Naive,100,4900,1.1772082233747045,1.0,21.0,6.48770395491081,1.0,19.0,0.8342274052478135 daily,job_openings,job_openings,original,91d,91,t0-gamma + past & calendar covariates,100,4000,0.9801827153612246,0.679008362220192,1.0,5.027136634673249,0.6645107114986847,1.0,0.8229120879120879 daily,job_openings,job_openings,original,91d,91,t0-alpha,100,4000,0.9912069262492074,0.6866452356954201,2.0,5.078795404251528,0.6713392121387592,3.0,0.7571620879120879 daily,job_openings,job_openings,original,91d,91,t0-gamma,100,4000,0.9914752422263406,0.6868311079714107,3.0,5.10512900224222,0.6748201117459872,5.0,0.771043956043956 daily,job_openings,job_openings,original,91d,91,Timestral-209M + past & calendar covariates,100,4000,0.9921452906323744,0.6872952749717659,4.0,5.071633746130553,0.6703925502754919,2.0,0.8703379120879121 daily,job_openings,job_openings,original,91d,91,t0-beta,100,4000,0.996655567394612,0.6904197083957506,5.0,5.155184786790325,0.6814367222385819,9.0,0.8338763736263736 daily,job_openings,job_openings,original,91d,91,Timestral-209M,100,4000,0.9982745962931437,0.6915412688390747,6.0,5.097488107436445,0.6738101021097159,4.0,0.8794423076923077 daily,job_openings,job_openings,original,91d,91,t0-alpha + past & calendar covariates,100,4000,0.999680928800775,0.6925154867249633,7.0,5.140102283614246,0.6794430455902111,7.0,0.7610302197802198 daily,job_openings,job_openings,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,4000,1.001196110028377,0.6935651080942217,8.0,5.110599619617144,0.6755432438405228,6.0,0.8263406593406594 daily,job_openings,job_openings,original,91d,91,TimesFM-2.5,100,4000,1.0088229792319894,0.6988485189171763,9.0,5.197347617607782,0.6870100047533366,12.0,0.8267664835164835 daily,job_openings,job_openings,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,4000,1.0121352278523918,0.7011430344965258,10.0,5.1575837291800495,0.6817538257967476,10.0,0.8675302197802198 daily,job_openings,job_openings,original,91d,91,Toto-2.0-22M,100,4000,1.013169134387265,0.701859259310462,11.0,5.148795337058495,0.6805921345346991,8.0,0.8363489010989011 daily,job_openings,job_openings,original,91d,91,PatchTST-FM-r2,100,4000,1.0144614464587869,0.7027544910763456,12.0,5.239740998535855,0.6926137624728002,13.0,0.6462994505494505 daily,job_openings,job_openings,original,91d,91,t0-beta + past & calendar covariates,100,4000,1.0220640376329926,0.7080210836217209,13.0,5.274516691857236,0.6972105781933963,15.0,0.8204587912087913 daily,job_openings,job_openings,original,91d,91,Chronos-2,100,4000,1.0228369314693373,0.7085564954074645,14.0,5.283933531960368,0.6984553406838052,16.0,0.6994945054945054 daily,job_openings,job_openings,original,91d,91,TimesFM-3.0,100,4000,1.025820947836766,0.7106236325184665,15.0,5.1852012066496185,0.6854044346695051,11.0,0.8662445054945055 daily,job_openings,job_openings,original,91d,91,Chronos-2 + past & calendar covariates,100,4000,1.0328661704981947,0.7155041155405022,16.0,5.245196969087866,0.6933349584809664,14.0,0.6189203296703297 daily,job_openings,job_openings,original,91d,91,TiRex-2,100,4000,1.034727468774212,0.7167935048290452,17.0,5.354622425812471,0.7077993332112271,17.0,0.86925 daily,job_openings,job_openings,original,91d,91,TiRex-2 + past & calendar covariates,100,4000,1.0362953096625935,0.7178796054684036,18.0,5.388087832620847,0.7122229490595503,18.0,0.8602307692307692 daily,job_openings,job_openings,original,91d,91,AutoETS,100,4000,1.3366571777224447,0.9259512403875689,19.0,7.24902383245983,0.9582102764731996,19.0,0.9152170329670329 daily,job_openings,job_openings,original,91d,91,AutoTheta,100,4000,1.3586027360499784,0.9411537300708265,20.0,7.657870931768246,1.0122536209452297,21.0,0.9246043956043956 daily,job_openings,job_openings,original,91d,91,Seasonal Naive,100,4000,1.4435502858260327,1.0,21.0,7.565170203705888,1.0,20.0,0.838684065934066 daily,rx_claims,rx_claims,original,1d,1,Timestral-209M,100,5300,0.304999425443256,0.666196195250646,1.0,0.2141593868212722,0.4485436367171815,1.0,0.8441509433962264 daily,rx_claims,rx_claims,original,1d,1,TimesFM-3.0,100,5300,0.31121988134964823,0.6797832505427679,2.0,0.25554944736421104,0.5352325675898115,4.0,0.8307547169811321 daily,rx_claims,rx_claims,original,1d,1,Timestral-209M + past & calendar covariates,100,5300,0.3179621226662492,0.6945100176704553,3.0,0.24890551146416792,0.5213172533233945,2.0,0.8347169811320755 daily,rx_claims,rx_claims,original,1d,1,t0-beta,100,5300,0.3184211599261123,0.6955126716117034,4.0,0.2990845506099487,0.6264141582010969,11.0,0.8645283018867924 daily,rx_claims,rx_claims,original,1d,1,TimesFM-3.0 + past & calendar covariates,100,5300,0.31890995749897694,0.6965803296337371,5.0,0.2707769671783527,0.5671256693445258,5.0,0.840566037735849 daily,rx_claims,rx_claims,original,1d,1,t0-gamma,100,5300,0.31918799437926226,0.6971876327836242,6.0,0.29000925901095415,0.6074065192715034,6.0,0.8428301886792453 daily,rx_claims,rx_claims,original,1d,1,PatchTST-FM-r2,100,5300,0.3216968592032501,0.7026676306482426,7.0,0.2519541629399057,0.52770246594614,3.0,0.7530188679245283 daily,rx_claims,rx_claims,original,1d,1,TimesFM-2.5,100,5300,0.3241807364952419,0.7080930493977682,8.0,0.36529820207163194,0.7650945703360708,14.0,0.9130188679245284 daily,rx_claims,rx_claims,original,1d,1,Chronos-2,100,5300,0.3270294412832671,0.7143153440411651,9.0,0.29695429440298454,0.6219524678666524,10.0,0.7515094339622641 daily,rx_claims,rx_claims,original,1d,1,Toto-2.0-22M,100,5300,0.32704601635415853,0.7143515482049856,10.0,0.2901996963764398,0.6078053785965585,7.0,0.7947169811320755 daily,rx_claims,rx_claims,original,1d,1,Toto-2.0-22M + past & calendar covariates,100,5300,0.3276733831826291,0.7157218766688709,11.0,0.295653152366293,0.6192273060622329,8.0,0.7941509433962264 daily,rx_claims,rx_claims,original,1d,1,Chronos-2 + past & calendar covariates,100,5300,0.3298837647358048,0.7205499112746337,12.0,0.2968282923031239,0.6216885642342019,9.0,0.6666037735849056 daily,rx_claims,rx_claims,original,1d,1,t0-gamma + past & calendar covariates,100,5300,0.3300548865429281,0.7209236847552372,13.0,0.3195196663122151,0.6692142485911601,12.0,0.8424528301886792 daily,rx_claims,rx_claims,original,1d,1,t0-beta + past & calendar covariates,100,5300,0.3321791572923241,0.7255636314989833,14.0,0.3309039177237783,0.6930578615433525,13.0,0.870754716981132 daily,rx_claims,rx_claims,original,1d,1,TiRex-2,100,5300,0.3404983098076351,0.7437347731178752,15.0,0.3883613749022593,0.8133989644101901,15.0,0.8618867924528302 daily,rx_claims,rx_claims,original,1d,1,TiRex-2 + past & calendar covariates,100,5300,0.3419520999748757,0.7469102200115895,16.0,0.39191955013547103,0.8208513431402139,16.0,0.8583018867924528 daily,rx_claims,rx_claims,original,1d,1,t0-alpha,100,5300,0.35318421717768744,0.7714440162121816,17.0,0.4518774999425952,0.9464295737084496,17.0,0.8532075471698113 daily,rx_claims,rx_claims,original,1d,1,t0-alpha + past & calendar covariates,100,5300,0.36813526111984923,0.8041008927778277,18.0,0.47019946467892143,0.9848037996371701,18.0,0.8533962264150944 daily,rx_claims,rx_claims,original,1d,1,AutoETS,100,5300,0.38294759780302806,0.836454797467203,19.0,0.49961485858433835,1.0464125292550566,20.0,0.9622641509433962 daily,rx_claims,rx_claims,original,1d,1,Seasonal Naive,100,5300,0.45782222657171534,1.0,20.0,0.47745496600658566,1.0,19.0,0.9337735849056604 daily,rx_claims,rx_claims,original,1d,1,AutoTheta,100,5300,0.5537194818271696,1.209463957164239,21.0,0.8249127991612877,1.7277290171695678,21.0,0.9852830188679246 daily,rx_claims,rx_claims,original,7d,7,Timestral-209M + past & calendar covariates,100,5200,0.284246676926565,0.7070023015370068,1.0,0.35795517308119384,0.5825775174278788,1.0,0.8561538461538462 daily,rx_claims,rx_claims,original,7d,7,Timestral-209M,100,5200,0.28921199096620975,0.719352449274318,2.0,0.3873825443453853,0.6304710141133772,2.0,0.8493681318681318 daily,rx_claims,rx_claims,original,7d,7,TimesFM-3.0 + past & calendar covariates,100,5200,0.29382721463874606,0.7308318227321622,3.0,0.420538051106796,0.684432108324871,3.0,0.874065934065934 daily,rx_claims,rx_claims,original,7d,7,t0-gamma + past & calendar covariates,100,5200,0.29694200433198303,0.7385791902853499,4.0,0.4331362107510379,0.7049358057753833,5.0,0.861098901098901 daily,rx_claims,rx_claims,original,7d,7,TimesFM-3.0,100,5200,0.2975311785712215,0.7400446341302943,5.0,0.43505639230370174,0.7080609306124755,6.0,0.8583516483516483 daily,rx_claims,rx_claims,original,7d,7,t0-beta + past & calendar covariates,100,5200,0.29898416121061433,0.7436586150614044,6.0,0.45003060708656034,0.7324316941316574,7.0,0.8611263736263737 daily,rx_claims,rx_claims,original,7d,7,t0-gamma,100,5200,0.300693943037575,0.7479113285842424,7.0,0.4507080827143963,0.733534296074759,8.0,0.8561538461538462 daily,rx_claims,rx_claims,original,7d,7,t0-beta,100,5200,0.30219945309303553,0.751655960133524,8.0,0.46756678135529034,0.7609720858871973,12.0,0.8626923076923076 daily,rx_claims,rx_claims,original,7d,7,PatchTST-FM-r2,100,5200,0.30321030501956137,0.7541702362766767,9.0,0.4311454495989804,0.7016958115610953,4.0,0.7569505494505494 daily,rx_claims,rx_claims,original,7d,7,Toto-2.0-22M + past & calendar covariates,100,5200,0.30889324842991817,0.7683053322928206,10.0,0.4663107406284324,0.7589278603990097,10.0,0.80760989010989 daily,rx_claims,rx_claims,original,7d,7,Toto-2.0-22M,100,5200,0.3095026479835045,0.7698210822449387,11.0,0.4664302363152707,0.7591223414564627,11.0,0.8075274725274725 daily,rx_claims,rx_claims,original,7d,7,TimesFM-2.5,100,5200,0.30953776146863354,0.7699084194657978,12.0,0.5063589188003258,0.8241068827220057,14.0,0.883901098901099 daily,rx_claims,rx_claims,original,7d,7,Chronos-2 + past & calendar covariates,100,5200,0.3182614464005539,0.7916067041790605,13.0,0.4531527881935939,0.7375130916224076,9.0,0.5991758241758242 daily,rx_claims,rx_claims,original,7d,7,Chronos-2,100,5200,0.3197455852883698,0.7952981795582345,14.0,0.47781857308245235,0.7776570336760172,13.0,0.6825 daily,rx_claims,rx_claims,original,7d,7,TiRex-2,100,5200,0.3223129001072962,0.8016838214428709,15.0,0.5224878643890832,0.8503569882839563,16.0,0.8839835164835164 daily,rx_claims,rx_claims,original,7d,7,TiRex-2 + past & calendar covariates,100,5200,0.3225632733790689,0.8023065709550223,16.0,0.5216907117488642,0.8490596101733051,15.0,0.8836263736263736 daily,rx_claims,rx_claims,original,7d,7,t0-alpha + past & calendar covariates,100,5200,0.32381645769368034,0.8054235966464405,17.0,0.5472466107776164,0.8906522265996948,17.0,0.8786813186813186 daily,rx_claims,rx_claims,original,7d,7,t0-alpha,100,5200,0.32671056419471367,0.8126220623567446,18.0,0.5593051406014257,0.9102776682663567,18.0,0.8749175824175824 daily,rx_claims,rx_claims,original,7d,7,AutoETS,100,5200,0.34995862388298055,0.8704465966084528,19.0,0.656087714663292,1.0677927873856232,20.0,0.9651373626373626 daily,rx_claims,rx_claims,original,7d,7,Seasonal Naive,100,5200,0.4020449103328508,1.0,20.0,0.6144335515410746,1.0,19.0,0.9439835164835164 daily,rx_claims,rx_claims,original,7d,7,AutoTheta,100,5200,0.5040533856238968,1.253724080741611,21.0,0.9941893172019626,1.6180583151887036,21.0,0.9692582417582417 daily,rx_claims,rx_claims,original,28d,28,Timestral-209M + past & calendar covariates,100,4900,0.30122451513647197,0.6998947655410318,1.0,0.4083551817345369,0.5729953311052578,1.0,0.8565451895043732 daily,rx_claims,rx_claims,original,28d,28,Timestral-209M,100,4900,0.3091454632697044,0.7182990781317906,2.0,0.4404828534624746,0.6180761987489505,2.0,0.8627040816326531 daily,rx_claims,rx_claims,original,28d,28,TimesFM-3.0 + past & calendar covariates,100,4900,0.31533006233266236,0.7326689859368481,3.0,0.47509759643636457,0.6666468720221531,3.0,0.8756268221574344 daily,rx_claims,rx_claims,original,28d,28,TimesFM-3.0,100,4900,0.3199982327608106,0.7435154737993453,4.0,0.49379022567622116,0.6928759729607628,5.0,0.8671574344023323 daily,rx_claims,rx_claims,original,28d,28,t0-gamma,100,4900,0.3212278135719089,0.7463724032000202,5.0,0.497591325041565,0.698209594981078,6.0,0.8599198250728863 daily,rx_claims,rx_claims,original,28d,28,t0-gamma + past & calendar covariates,100,4900,0.3221921650748858,0.7486130726514072,6.0,0.5016873183526533,0.7039570059323066,7.0,0.8692638483965014 daily,rx_claims,rx_claims,original,28d,28,t0-beta + past & calendar covariates,100,4900,0.32306165063304654,0.7506333212045322,7.0,0.5136789961434285,0.7207834739032691,9.0,0.8795481049562683 daily,rx_claims,rx_claims,original,28d,28,PatchTST-FM-r2,100,4900,0.32514066703468214,0.7554639130848759,8.0,0.4875877564296675,0.6841727996484928,4.0,0.7595116618075801 daily,rx_claims,rx_claims,original,28d,28,t0-beta,100,4900,0.3262314308229715,0.7579983013152614,9.0,0.5267663929842585,0.7391474316085793,10.0,0.871100583090379 daily,rx_claims,rx_claims,original,28d,28,Toto-2.0-22M + past & calendar covariates,100,4900,0.3296436357897137,0.7659265550767255,10.0,0.530454628527505,0.7443226855072076,11.0,0.8265451895043732 daily,rx_claims,rx_claims,original,28d,28,Toto-2.0-22M,100,4900,0.3304264379623892,0.7677453948974536,11.0,0.5341678964361023,0.7495330642900397,12.0,0.8288483965014577 daily,rx_claims,rx_claims,original,28d,28,TimesFM-2.5,100,4900,0.33381204496306105,0.7756118483196652,12.0,0.5700452703210223,0.7998754344812448,14.0,0.8838775510204082 daily,rx_claims,rx_claims,original,28d,28,Chronos-2 + past & calendar covariates,100,4900,0.33632199300507987,0.7814437093008109,13.0,0.5084671012617611,0.7134702535329,8.0,0.6150145772594752 daily,rx_claims,rx_claims,original,28d,28,Chronos-2,100,4900,0.34362772131442665,0.7984185594382911,14.0,0.5421869917690649,0.7607852888019417,13.0,0.6914139941690962 daily,rx_claims,rx_claims,original,28d,28,t0-alpha + past & calendar covariates,100,4900,0.3441752845506584,0.7996908218989599,15.0,0.5944990030748478,0.8341883936961142,17.0,0.8845772594752187 daily,rx_claims,rx_claims,original,28d,28,t0-alpha,100,4900,0.3448580067720873,0.8012771260843286,16.0,0.604975112389082,0.8488882481211445,18.0,0.87216472303207 daily,rx_claims,rx_claims,original,28d,28,TiRex-2 + past & calendar covariates,100,4900,0.345664666255402,0.8031513983350125,17.0,0.5738460570875034,0.8052086178694651,16.0,0.8966690962099125 daily,rx_claims,rx_claims,original,28d,28,TiRex-2,100,4900,0.345958485102603,0.803834086040826,18.0,0.5724776597779166,0.8032885117839743,15.0,0.8965597667638483 daily,rx_claims,rx_claims,original,28d,28,AutoETS,100,4900,0.37449924283153263,0.8701484991622233,19.0,0.7279112397530294,1.021389614956979,20.0,0.9675947521865889 daily,rx_claims,rx_claims,original,28d,28,Seasonal Naive,100,4900,0.43038543787882133,1.0,20.0,0.7126675551559128,1.0,19.0,0.9585204081632653 daily,rx_claims,rx_claims,original,28d,28,AutoTheta,100,4900,0.5211292987246108,1.2108432415674324,21.0,1.0315091727833654,1.4473917962460048,21.0,0.9788775510204082 daily,rx_claims,rx_claims,original,91d,91,Timestral-209M + past & calendar covariates,100,4000,0.3548254631867313,0.7056329194262,1.0,0.5546476238548822,0.5804450112868982,1.0,0.8703598901098901 daily,rx_claims,rx_claims,original,91d,91,Timestral-209M,100,4000,0.36484094320475885,0.7255504651995603,2.0,0.5918255332450875,0.6193521139363942,2.0,0.8763653846153846 daily,rx_claims,rx_claims,original,91d,91,t0-gamma,100,4000,0.3735497790329141,0.7428695188972108,3.0,0.6360154591469674,0.6655973711694712,6.0,0.8558269230769231 daily,rx_claims,rx_claims,original,91d,91,TimesFM-3.0 + past & calendar covariates,100,4000,0.373692272839393,0.7431528929250013,4.0,0.6219558842756084,0.6508838670563982,3.0,0.8750357142857144 daily,rx_claims,rx_claims,original,91d,91,TimesFM-3.0,100,4000,0.3776356702322649,0.7509950330854032,5.0,0.6345858933618773,0.664101314407351,5.0,0.869129120879121 daily,rx_claims,rx_claims,original,91d,91,PatchTST-FM-r2,100,4000,0.3785097338941385,0.7527332626023971,6.0,0.6274780660999264,0.656662892790011,4.0,0.7577472527472527 daily,rx_claims,rx_claims,original,91d,91,t0-gamma + past & calendar covariates,100,4000,0.3815662933929728,0.7588117694355646,7.0,0.6676794956033603,0.6987341434332399,7.0,0.8588021978021978 daily,rx_claims,rx_claims,original,91d,91,t0-beta,100,4000,0.384586146828157,0.7648172797971104,8.0,0.6958082619704424,0.7281712155655445,10.0,0.8841565934065934 daily,rx_claims,rx_claims,original,91d,91,TimesFM-2.5,100,4000,0.39312684960507843,0.7818019713136236,9.0,0.7185003812323721,0.7519187750152189,11.0,0.8816153846153847 daily,rx_claims,rx_claims,original,91d,91,Toto-2.0-22M + past & calendar covariates,100,4000,0.39464629383367145,0.7848236537410855,10.0,0.7419761793075882,0.7764864632062043,12.0,0.8542472527472528 daily,rx_claims,rx_claims,original,91d,91,Chronos-2 + past & calendar covariates,100,4000,0.39577716682729935,0.7870725938392035,11.0,0.6736177954513443,0.7049486413848076,9.0,0.6156401098901099 daily,rx_claims,rx_claims,original,91d,91,Chronos-2,100,4000,0.3958640306064486,0.7872453377610262,12.0,0.6710916306048051,0.7023049813026261,8.0,0.6786923076923077 daily,rx_claims,rx_claims,original,91d,91,Toto-2.0-22M,100,4000,0.3964061447001129,0.7883234271042736,13.0,0.7579340010402557,0.7931865041283231,13.0,0.8589478021978022 daily,rx_claims,rx_claims,original,91d,91,TiRex-2,100,4000,0.4093685146259163,0.8141013824158221,14.0,0.761005641663584,0.796401010780106,14.0,0.9049175824175824 daily,rx_claims,rx_claims,original,91d,91,TiRex-2 + past & calendar covariates,100,4000,0.4131346619855629,0.8215910296708675,15.0,0.7761414612872969,0.8122408171985702,15.0,0.9037967032967033 daily,rx_claims,rx_claims,original,91d,91,t0-beta + past & calendar covariates,100,4000,0.41548806400477845,0.8262711840275706,16.0,0.9861056170932432,1.0319706808903928,20.0,0.8956648351648352 daily,rx_claims,rx_claims,original,91d,91,t0-alpha,100,4000,0.430024140948798,0.8551787328795943,17.0,0.8658114552355378,0.9060814800101011,16.0,0.8308571428571428 daily,rx_claims,rx_claims,original,91d,91,t0-alpha + past & calendar covariates,100,4000,0.4359565598250536,0.86697639253264,18.0,0.9613492171273489,1.0060628283375328,19.0,0.8955989010989012 daily,rx_claims,rx_claims,original,91d,91,AutoETS,100,4000,0.4442194026432407,0.8834085105891978,19.0,0.9228728435019086,0.9657968681805649,17.0,0.9702664835164835 daily,rx_claims,rx_claims,original,91d,91,Seasonal Naive,100,4000,0.502847094315363,1.0,20.0,0.9555558460657265,1.0,18.0,0.9712197802197802 daily,rx_claims,rx_claims,original,91d,91,AutoTheta,100,4000,0.5760509025918613,1.1455786641785548,21.0,1.23437705080706,1.2917895441583171,21.0,0.9852719780219781 daily,tts_revenue,tts_revenue,original,1d,1,Timestral-209M,93,4929,1.224337441178317,0.6769043836890821,1.0,1.841839392810506,0.5977480315473294,2.0,0.8062487319943193 daily,tts_revenue,tts_revenue,original,1d,1,Timestral-209M + past & calendar covariates,93,4929,1.2328592540355237,0.681615872765549,2.0,1.848266756775933,0.5998339594373338,4.0,0.8145668492594846 daily,tts_revenue,tts_revenue,original,1d,1,TiRex-2,93,4929,1.2349606486571667,0.6827776792932346,3.0,1.9047135604835608,0.6181531277291396,12.0,0.7814972611077298 daily,tts_revenue,tts_revenue,original,1d,1,TiRex-2 + past & calendar covariates,93,4929,1.235133148149936,0.6828730497841732,4.0,1.900644853003396,0.6168326749813572,11.0,0.7853519983769527 daily,tts_revenue,tts_revenue,original,1d,1,TimesFM-3.0 + past & calendar covariates,93,4929,1.236271621271978,0.6835024820151118,5.0,1.867692667503027,0.6061384178735364,7.0,0.7987421383647799 daily,tts_revenue,tts_revenue,original,1d,1,t0-gamma,93,4929,1.2376446792301277,0.6842616101113956,6.0,1.8393380576344485,0.5969362516583961,1.0,0.7831203083789815 daily,tts_revenue,tts_revenue,original,1d,1,TimesFM-3.0,93,4929,1.2391617018874308,0.6851003325520781,7.0,1.8664875025951655,0.6057472953065113,6.0,0.7936701156421181 daily,tts_revenue,tts_revenue,original,1d,1,TimesFM-2.5,93,4929,1.2394952726585167,0.6852847551708958,8.0,1.9532865086490043,0.6339169257376294,18.0,0.7999594238182187 daily,tts_revenue,tts_revenue,original,1d,1,PatchTST-FM-r2,93,4929,1.2423491390504502,0.6868625838039102,9.0,1.8987663109383495,0.6162230155148785,10.0,0.7770338811117874 daily,tts_revenue,tts_revenue,original,1d,1,Toto-2.0-22M + past & calendar covariates,93,4929,1.2490613608054617,0.690573596942484,10.0,1.880871500023269,0.6104154581126671,9.0,0.7908297829174274 daily,tts_revenue,tts_revenue,original,1d,1,Chronos-2,93,4929,1.2513373871422069,0.691831952811477,11.0,1.9069589961860094,0.6188818583537228,14.0,0.7427470075065936 daily,tts_revenue,tts_revenue,original,1d,1,t0-gamma + past & calendar covariates,93,4929,1.2526999162366752,0.6925852597723928,12.0,1.8522404209473793,0.6011235669600004,5.0,0.8056400892675999 daily,tts_revenue,tts_revenue,original,1d,1,Chronos-2 + past & calendar covariates,93,4929,1.2532801024870794,0.6929060296868347,13.0,1.9144291103683804,0.6213061989696178,15.0,0.747210387502536 daily,tts_revenue,tts_revenue,original,1d,1,t0-alpha,93,4929,1.2539142932004106,0.6932566572667082,14.0,1.9253541595813288,0.6248517994639328,17.0,0.7610062893081762 daily,tts_revenue,tts_revenue,original,1d,1,Toto-2.0-22M,93,4929,1.254955030592887,0.6938320539502878,15.0,1.8801029697195801,0.6101660403414936,8.0,0.7883952120105499 daily,tts_revenue,tts_revenue,original,1d,1,t0-beta,93,4929,1.255004209429938,0.6938592436524605,16.0,1.8471396359566574,0.5994681651918269,3.0,0.8092919456279164 daily,tts_revenue,tts_revenue,original,1d,1,t0-beta + past & calendar covariates,93,4929,1.263483992854201,0.6985474957466653,17.0,1.9048807368578358,0.6182073829204631,13.0,0.8182187056198011 daily,tts_revenue,tts_revenue,original,1d,1,t0-alpha + past & calendar covariates,93,4929,1.2644608490206466,0.6990875741589243,18.0,1.9252766573595659,0.6248266469991304,16.0,0.7991479001825929 daily,tts_revenue,tts_revenue,original,1d,1,AutoTheta,93,4929,1.3021528764769035,0.7199265175393658,19.0,2.781578758481627,0.9027297569844727,19.0,0.8667072428484479 daily,tts_revenue,tts_revenue,original,1d,1,AutoETS,93,4929,1.3277767009046584,0.7340932647927486,20.0,2.8364396804735614,0.9205342453983678,20.0,0.8589977683100021 daily,tts_revenue,tts_revenue,original,1d,1,Seasonal Naive,93,4929,1.8087302589263237,1.0,21.0,3.081297295187613,1.0,21.0,0.6366402921485088 daily,tts_revenue,tts_revenue,original,7d,7,Timestral-209M,93,4836,1.3386346124220132,0.7687491448958024,1.0,2.1177847104867897,0.6919394038795931,3.0,0.8133640552995391 daily,tts_revenue,tts_revenue,original,7d,7,Timestral-209M + past & calendar covariates,93,4836,1.3429829162078635,0.7712462824911552,2.0,2.1216214311232138,0.6931929676516205,4.0,0.8394777265745008 daily,tts_revenue,tts_revenue,original,7d,7,t0-gamma,93,4836,1.3431751527720925,0.7713566798266174,3.0,2.116245864706869,0.6914366199911514,2.0,0.7989779038166135 daily,tts_revenue,tts_revenue,original,7d,7,TimesFM-3.0 + past & calendar covariates,93,4836,1.343330695020508,0.7714460044035818,4.0,2.134923689861463,0.6975391870458859,6.0,0.8081649533262436 daily,tts_revenue,tts_revenue,original,7d,7,TimesFM-3.0,93,4836,1.349128682628172,0.7747756643228363,5.0,2.128927823608387,0.6955801701069347,5.0,0.804472409311119 daily,tts_revenue,tts_revenue,original,7d,7,TiRex-2,93,4836,1.3515240451097252,0.7761512696167093,6.0,2.156884492143221,0.7047143944049306,10.0,0.7992437669857024 daily,tts_revenue,tts_revenue,original,7d,7,TiRex-2 + past & calendar covariates,93,4836,1.351691619827626,0.776247504182809,7.0,2.1579303640667753,0.7050561099682431,11.0,0.8015479144511403 daily,tts_revenue,tts_revenue,original,7d,7,PatchTST-FM-r2,93,4836,1.3528838225610205,0.7769321606404671,8.0,2.1476275810922627,0.701689903066104,9.0,0.7883729174051755 daily,tts_revenue,tts_revenue,original,7d,7,Chronos-2 + past & calendar covariates,93,4836,1.3529622171118962,0.7769771809495126,9.0,2.1433174581073704,0.7002816655271105,8.0,0.7436488242939856 daily,tts_revenue,tts_revenue,original,7d,7,t0-gamma + past & calendar covariates,93,4836,1.3560140313678013,0.7787297724168459,10.0,2.141456640682257,0.6996736845111526,7.0,0.8073673638189768 daily,tts_revenue,tts_revenue,original,7d,7,Chronos-2,93,4836,1.3581399108855314,0.7799506194248652,11.0,2.187073466989001,0.7145779755116822,16.0,0.7571783055654023 daily,tts_revenue,tts_revenue,original,7d,7,t0-beta,93,4836,1.3607109454681012,0.7814271094382768,12.0,2.1134134494054693,0.6905111908172201,1.0,0.8069242585371618 daily,tts_revenue,tts_revenue,original,7d,7,TimesFM-2.5,93,4836,1.3612904220282498,0.7817598903972983,13.0,2.1857845598615655,0.7141568535605237,15.0,0.803733900508094 daily,tts_revenue,tts_revenue,original,7d,7,Toto-2.0-22M + past & calendar covariates,93,4836,1.3629009612518401,0.7826847885281752,14.0,2.179333346538444,0.7120490620182593,13.0,0.7960534089566348 daily,tts_revenue,tts_revenue,original,7d,7,t0-alpha,93,4836,1.3693760335033915,0.7864032836352997,15.0,2.191314541921643,0.7159636531238444,17.0,0.7725688290204419 daily,tts_revenue,tts_revenue,original,7d,7,Toto-2.0-22M,93,4836,1.369747495635216,0.7866166063699365,16.0,2.160676771992769,0.7059534381308802,12.0,0.7967919177596596 daily,tts_revenue,tts_revenue,original,7d,7,t0-beta + past & calendar covariates,93,4836,1.3732308183913196,0.7886170039133001,17.0,2.1835506050189735,0.713426958130444,14.0,0.8182382133995038 daily,tts_revenue,tts_revenue,original,7d,7,t0-alpha + past & calendar covariates,93,4836,1.374825090741103,0.7895325603274658,18.0,2.1944862658468853,0.7169999439003504,18.0,0.7991551459293394 daily,tts_revenue,tts_revenue,original,7d,7,AutoTheta,93,4836,1.4398365403295112,0.8268672413642129,19.0,3.1078510033907993,1.015421709290992,20.0,0.857851825593761 daily,tts_revenue,tts_revenue,original,7d,7,AutoETS,93,4836,1.477511510132874,0.8485031684137218,20.0,3.2281337418073117,1.054721438817227,21.0,0.8572314781992201 daily,tts_revenue,tts_revenue,original,7d,7,Seasonal Naive,93,4836,1.7413152538900762,1.0,21.0,3.0606505405136795,1.0,19.0,0.6434184095474418 daily,tts_revenue,tts_revenue,original,28d,28,Timestral-209M,93,4557,1.6484807966839123,0.8155526385568758,1.0,2.548542485478287,0.73816728424875,9.0,0.8113106993949654 daily,tts_revenue,tts_revenue,original,28d,28,Timestral-209M + past & calendar covariates,93,4557,1.651855475542506,0.8172221928840747,2.0,2.518820692119295,0.7295585772674763,4.0,0.8175177905263488 daily,tts_revenue,tts_revenue,original,28d,28,t0-gamma,93,4557,1.6618207651633248,0.8221523190102578,3.0,2.500792817875403,0.7243369311512279,1.0,0.7967804633374087 daily,tts_revenue,tts_revenue,original,28d,28,Chronos-2 + past & calendar covariates,93,4557,1.6634802061136962,0.82297329396388,4.0,2.545231874153887,0.7372083891216488,8.0,0.7363240226966363 daily,tts_revenue,tts_revenue,original,28d,28,PatchTST-FM-r2,93,4557,1.6691144484292846,0.8257607217555717,5.0,2.571714872578908,0.7448790020847648,12.0,0.7773441173704504 daily,tts_revenue,tts_revenue,original,28d,28,Chronos-2,93,4557,1.6737187138931249,0.8280385892655875,6.0,2.5744386019116305,0.7456679109987895,14.0,0.7533464998902787 daily,tts_revenue,tts_revenue,original,28d,28,TiRex-2 + past & calendar covariates,93,4557,1.6780080958430257,0.8301606745055593,7.0,2.5345015044707697,0.7341004135265371,6.0,0.804892002884103 daily,tts_revenue,tts_revenue,original,28d,28,TimesFM-3.0,93,4557,1.6784097090122148,0.8303593645239509,8.0,2.514514475666536,0.728311312164998,3.0,0.7975328380200006 daily,tts_revenue,tts_revenue,original,28d,28,TiRex-2,93,4557,1.6786682064349554,0.8304872509121941,9.0,2.5257587786330062,0.7315681448963823,5.0,0.8003855920248283 daily,tts_revenue,tts_revenue,original,28d,28,TimesFM-3.0 + past & calendar covariates,93,4557,1.6799543539389987,0.8311235464593464,10.0,2.55839388506567,0.7410206723797714,10.0,0.7947427819053889 daily,tts_revenue,tts_revenue,original,28d,28,Toto-2.0-22M + past & calendar covariates,93,4557,1.6812931650099827,0.8317858962444737,11.0,2.5757307267102267,0.7460421657969437,15.0,0.7886140631367755 daily,tts_revenue,tts_revenue,original,28d,28,Toto-2.0-22M,93,4557,1.681702632894847,0.831988472225084,12.0,2.5722268682503806,0.745027298005477,13.0,0.7917724693564061 daily,tts_revenue,tts_revenue,original,28d,28,t0-alpha,93,4557,1.6986457076817525,0.8403707168806016,13.0,2.5939997993634787,0.7513336733244956,16.0,0.7678767359478353 daily,tts_revenue,tts_revenue,original,28d,28,t0-gamma + past & calendar covariates,93,4557,1.699796921416175,0.8409402566656812,14.0,2.5397580500423267,0.7356229347288304,7.0,0.7972350230414746 daily,tts_revenue,tts_revenue,original,28d,28,t0-beta,93,4557,1.7013723532439264,0.8417196697996248,15.0,2.5018652407836295,0.7246475508525836,2.0,0.8077447568889308 daily,tts_revenue,tts_revenue,original,28d,28,TimesFM-2.5,93,4557,1.7132601864189139,0.8476009355881543,16.0,2.5691905079738833,0.7441478377523817,11.0,0.7909573967835982 daily,tts_revenue,tts_revenue,original,28d,28,t0-alpha + past & calendar covariates,93,4557,1.725634117844416,0.8537226886857276,17.0,2.6093443668159253,0.7557781186295612,18.0,0.7963729270510047 daily,tts_revenue,tts_revenue,original,28d,28,t0-beta + past & calendar 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daily,tts_revenue,tts_revenue,original,91d,91,PatchTST-FM-r2,93,3720,2.3294111694779387,0.8814936398689864,3.0,3.494597948048899,0.799560294349513,16.0,0.748904052936311 daily,tts_revenue,tts_revenue,original,91d,91,Toto-2.0-22M,93,3720,2.3432113526181646,0.8867158925251641,4.0,3.5910324851373017,0.821624413886615,17.0,0.7624837528063334 daily,tts_revenue,tts_revenue,original,91d,91,Chronos-2 + past & calendar covariates,93,3720,2.347814732930481,0.8884578994839932,5.0,3.4099337422188434,0.7801892140877215,12.0,0.7054236086494151 daily,tts_revenue,tts_revenue,original,91d,91,Toto-2.0-22M + past & calendar covariates,93,3720,2.3514797298172727,0.8898448042469557,6.0,3.4195917037484014,0.7823989454153842,13.0,0.7585667021150893 daily,tts_revenue,tts_revenue,original,91d,91,TiRex-2 + past & calendar covariates,93,3720,2.3553764397203416,0.8913193936371746,7.0,3.243634472303814,0.7421401179742164,6.0,0.7796585135294813 daily,tts_revenue,tts_revenue,original,91d,91,TiRex-2,93,3720,2.358882785588452,0.8926462618270498,8.0,3.175851270090357,0.7266313933886018,2.0,0.7755258182677538 daily,tts_revenue,tts_revenue,original,91d,91,Chronos-2,93,3720,2.3629440282870404,0.8941831135669563,9.0,3.277009791842073,0.749776355593173,8.0,0.723372326598133 daily,tts_revenue,tts_revenue,original,91d,91,t0-gamma,93,3720,2.3784909286731017,0.9000663573624522,10.0,3.1655836760006553,0.724282178779463,1.0,0.757553468037339 daily,tts_revenue,tts_revenue,original,91d,91,TimesFM-3.0,93,3720,2.401618212241575,0.9088181628144818,11.0,3.271260908652462,0.7484610172327666,7.0,0.7574618929457638 daily,tts_revenue,tts_revenue,original,91d,91,AutoTheta,93,3720,2.4080330560835637,0.9112456621420192,12.0,4.6754716424996765,1.0697429398958522,20.0,0.847660404112017 daily,tts_revenue,tts_revenue,original,91d,91,TimesFM-3.0 + past & calendar 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daily,tts_revenue,tts_revenue,original,91d,91,t0-alpha + past & calendar covariates,93,3720,2.5405658800657944,0.9613986119282071,19.0,3.409523256791852,0.7800952954585371,11.0,0.7361337587144038 daily,tts_revenue,tts_revenue,original,91d,91,t0-beta + past & calendar covariates,93,3720,2.5987351602312527,0.983410977616786,20.0,3.214860646848958,0.7355566973083023,4.0,0.7671540824766632 daily,tts_revenue,tts_revenue,original,91d,91,Seasonal Naive,93,3720,2.64257286056443,1.0,21.0,4.370649684264212,1.0,19.0,0.7570128795935248 monthly,ad_spend,ad_spend,original,1m,1,t0-gamma + past & calendar covariates,100,1200,0.6910798721897222,0.6060414451592294,1.0,1.2674828390368393,0.7021026834954347,1.0,0.7975 monthly,ad_spend,ad_spend,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.6931982073759778,0.6078991159861082,2.0,1.3157300215521068,0.7288284704424237,6.0,0.8075 monthly,ad_spend,ad_spend,original,1m,1,Timestral-209M + past & calendar 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monthly,ad_spend,ad_spend,original,1m,1,Chronos-2,100,1200,0.7145526357291264,0.6266258495237021,9.0,1.34108391230945,0.742872869458751,12.0,0.7633333333333333 monthly,ad_spend,ad_spend,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.7166283804531522,0.6284461707093624,10.0,1.2892389871188508,0.7141541681234331,3.0,0.7758333333333334 monthly,ad_spend,ad_spend,original,1m,1,TimesFM-2.5,100,1200,0.7169777042855534,0.6287525097140655,11.0,1.3769317923686246,0.7627302529372483,14.0,0.7916666666666666 monthly,ad_spend,ad_spend,original,1m,1,PatchTST-FM-r2,100,1200,0.7183939129005635,0.6299944517098122,12.0,1.3571937675150716,0.7517966767263783,13.0,0.7683333333333333 monthly,ad_spend,ad_spend,original,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.7202253746945874,0.6316005493507219,13.0,1.3163766597043633,0.7291866657315171,8.0,0.7758333333333334 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monthly,ad_spend,ad_spend,original,1m,1,AutoETS,100,1200,0.8442911651316334,0.7403998559967818,20.0,1.6463315130097307,0.9119600972945678,19.0,0.845 monthly,ad_spend,ad_spend,original,1m,1,Seasonal Naive,100,1200,1.1403178408172234,1.0,21.0,1.805267048299326,1.0,21.0,0.7241666666666666 monthly,ad_spend,ad_spend,original,3m,3,Timestral-209M + past & calendar covariates,100,400,0.7902178183846726,0.6793715338178977,1.0,1.3555903628809203,0.7474971508833018,1.0,0.8025 monthly,ad_spend,ad_spend,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.7903718442212404,0.6795039539764947,2.0,1.3834451421992746,0.7628567821916147,5.0,0.8058333333333333 monthly,ad_spend,ad_spend,original,3m,3,t0-gamma + past & calendar covariates,100,400,0.8052473702280988,0.6922928441843688,3.0,1.3850179069748951,0.7637240332587346,6.0,0.795 monthly,ad_spend,ad_spend,original,3m,3,Timestral-209M,100,400,0.8067523304597198,0.6935866990141438,4.0,1.4012375957838294,0.7726678643045128,7.0,0.81 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monthly,ad_spend,ad_spend,original,3m,3,Seasonal Naive,100,400,1.163160036959227,1.0,21.0,1.8135057254453042,1.0,21.0,0.7175 monthly,ad_spend,ad_spend,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.8559965443501634,0.7165615021749434,1.0,1.4160113917102624,0.7749112684978914,5.0,0.8125 monthly,ad_spend,ad_spend,original,6m,6,Timestral-209M + past & calendar covariates,100,200,0.8592189644246966,0.7192590155989014,2.0,1.4219107158673867,0.7781396696199728,6.0,0.8133333333333332 monthly,ad_spend,ad_spend,original,6m,6,Timestral-209M,100,200,0.8700308585122662,0.7283097379644068,3.0,1.381459508516084,0.7560027739817186,2.0,0.815 monthly,ad_spend,ad_spend,original,6m,6,t0-gamma + past & calendar covariates,100,200,0.8747661183766222,0.7322736615853456,4.0,1.4551011388802062,0.7963031059803126,11.0,0.7966666666666667 monthly,ad_spend,ad_spend,original,6m,6,TimesFM-3.0,100,200,0.8816588971381607,0.738043661401498,5.0,1.4734056362961596,0.8063202297088732,12.0,0.8091666666666667 monthly,ad_spend,ad_spend,original,6m,6,t0-gamma,100,200,0.8819304748010787,0.7382710012189098,6.0,1.4121724637336328,0.7728104177805473,3.0,0.8175 monthly,ad_spend,ad_spend,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.8837946768388207,0.739831539542737,7.0,1.376957943814884,0.7535392957687227,1.0,0.7741666666666667 monthly,ad_spend,ad_spend,original,6m,6,t0-beta + past & calendar covariates,100,200,0.8841652438679581,0.7401417441443884,8.0,1.6106070791730904,0.8814036257619876,18.0,0.7933333333333333 monthly,ad_spend,ad_spend,original,6m,6,Toto-2.0-22M,100,200,0.8872196582896896,0.7426986187027574,9.0,1.425642329421724,0.7801817925928981,7.0,0.7925 monthly,ad_spend,ad_spend,original,6m,6,Chronos-2 + past & calendar covariates,100,200,0.8920762011482565,0.7467640692808944,10.0,1.4378214070138784,0.7868467844999701,8.0,0.7458333333333332 monthly,ad_spend,ad_spend,original,6m,6,t0-beta,100,200,0.8967676644472293,0.750691330449294,11.0,1.5776289031522994,0.8633563414232985,17.0,0.8008333333333333 monthly,ad_spend,ad_spend,original,6m,6,TimesFM-2.5,100,200,0.8977881068991955,0.7515455509261058,12.0,1.5326743438131825,0.8387549894806676,15.0,0.7791666666666667 monthly,ad_spend,ad_spend,original,6m,6,TiRex-2 + past & calendar covariates,100,200,0.903813338008463,0.75658931971595,13.0,1.4499868142536105,0.7935042953160012,9.0,0.7808333333333333 monthly,ad_spend,ad_spend,original,6m,6,t0-alpha,100,200,0.9044064317796768,0.7570858032198107,14.0,1.4818101883280759,0.8109196150770535,13.0,0.8158333333333333 monthly,ad_spend,ad_spend,original,6m,6,Chronos-2,100,200,0.9049349859693061,0.7575282601276118,15.0,1.4535072147700079,0.7954308320979455,10.0,0.7425 monthly,ad_spend,ad_spend,original,6m,6,PatchTST-FM-r2,100,200,0.9056869830952319,0.7581577628910764,16.0,1.413274326236682,0.7734134112839518,4.0,0.7533333333333333 monthly,ad_spend,ad_spend,original,6m,6,t0-alpha + past & calendar covariates,100,200,0.9115672925254722,0.763080216593019,17.0,1.5444626793249574,0.8452061480507093,16.0,0.8 monthly,ad_spend,ad_spend,original,6m,6,TiRex-2,100,200,0.9246893105376275,0.7740647620335556,18.0,1.4840153890413095,0.812126409663586,14.0,0.7725 monthly,ad_spend,ad_spend,original,6m,6,AutoTheta,100,200,1.0066088905038995,0.8426402927008377,19.0,1.7288203262181063,0.9460957445946386,19.0,0.7958333333333333 monthly,ad_spend,ad_spend,original,6m,6,AutoETS,100,200,1.0188188451169684,0.8528613426300411,20.0,1.874668189733655,1.0259108884460142,21.0,0.8391666666666667 monthly,ad_spend,ad_spend,original,6m,6,Seasonal Naive,100,200,1.194589078190776,1.0,21.0,1.8273206872511951,1.0,20.0,0.7116666666666667 monthly,ad_spend__company,ad_spend,company,1m,1,t0-gamma + past & calendar covariates,100,1200,0.7764600240046527,0.5847242356933025,1.0,1.6024199664442023,0.6909275714899289,9.0,0.8008333333333333 monthly,ad_spend__company,ad_spend,company,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.7788090454307804,0.5864931996007238,2.0,1.598734015832341,0.689338272206211,8.0,0.815 monthly,ad_spend__company,ad_spend,company,1m,1,Timestral-209M,100,1200,0.7836131933456575,0.5901110313381465,3.0,1.578671135779122,0.680687608034181,5.0,0.8191666666666667 monthly,ad_spend__company,ad_spend,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.7861597323699885,0.592028738674817,4.0,1.5899742817465858,0.6855612712167646,7.0,0.8066666666666666 monthly,ad_spend__company,ad_spend,company,1m,1,PatchTST-FM-r2,100,1200,0.7906135646446463,0.5953827602499057,5.0,1.53511287127992,0.6619062607351128,1.0,0.7683333333333333 monthly,ad_spend__company,ad_spend,company,1m,1,t0-gamma,100,1200,0.7919068831324763,0.5963567120837735,6.0,1.6236433746119219,0.7000786293718407,10.0,0.7975 monthly,ad_spend__company,ad_spend,company,1m,1,t0-beta + past & calendar covariates,100,1200,0.7992113832553555,0.6018574695206388,7.0,1.669960291233415,0.7200494456312024,12.0,0.7966666666666666 monthly,ad_spend__company,ad_spend,company,1m,1,t0-beta,100,1200,0.7993353167409804,0.6019507993900698,8.0,1.6710701508858916,0.7205279922359866,13.0,0.7891666666666667 monthly,ad_spend__company,ad_spend,company,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.8004214414941956,0.6027687210429011,9.0,1.6719985193268592,0.7209282838984707,14.0,0.7783333333333333 monthly,ad_spend__company,ad_spend,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.802258242347604,0.604151949981837,10.0,1.575600977157556,0.6793638244537789,3.0,0.7816666666666666 monthly,ad_spend__company,ad_spend,company,1m,1,Toto-2.0-22M,100,1200,0.8035759652840253,0.6051442799319103,11.0,1.578369634680275,0.6805576075184671,4.0,0.785 monthly,ad_spend__company,ad_spend,company,1m,1,Chronos-2,100,1200,0.8040862221682307,0.6055285361169042,12.0,1.5894469755016,0.6853339085834295,6.0,0.7533333333333333 monthly,ad_spend__company,ad_spend,company,1m,1,TiRex-2,100,1200,0.8041274501493052,0.6055595834328994,13.0,1.677804295008203,0.7234316042365388,15.0,0.7708333333333334 monthly,ad_spend__company,ad_spend,company,1m,1,TimesFM-3.0,100,1200,0.8065795542768783,0.6074061752309429,14.0,1.6434236566566378,0.7086074436170028,11.0,0.8 monthly,ad_spend__company,ad_spend,company,1m,1,t0-alpha,100,1200,0.8159528386848467,0.6144648600208148,15.0,1.7395623914496272,0.7500603111221628,18.0,0.7983333333333333 monthly,ad_spend__company,ad_spend,company,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.8165043131155009,0.614880155663861,16.0,1.5583192096653937,0.6719123136797903,2.0,0.7691666666666667 monthly,ad_spend__company,ad_spend,company,1m,1,t0-alpha + past & calendar covariates,100,1200,0.8171541504211517,0.6153695248652681,17.0,1.7028900643746014,0.7342480256929833,16.0,0.78 monthly,ad_spend__company,ad_spend,company,1m,1,TimesFM-2.5,100,1200,0.8277041998863274,0.6233143892746873,18.0,1.7223759327685493,0.7426498953711789,17.0,0.78 monthly,ad_spend__company,ad_spend,company,1m,1,AutoTheta,100,1200,0.8824617160094089,0.6645503135639984,19.0,1.8841925164311306,0.8124215791482341,19.0,0.7808333333333334 monthly,ad_spend__company,ad_spend,company,1m,1,AutoETS,100,1200,0.8932213490262774,0.672653007840106,20.0,2.004403034304177,0.8642536599515426,20.0,0.8016666666666666 monthly,ad_spend__company,ad_spend,company,1m,1,Seasonal Naive,100,1200,1.327908057520501,1.0,21.0,2.3192300214459736,1.0,21.0,0.7083333333333334 monthly,ad_spend__company,ad_spend,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.9108028069030865,0.6694263259343067,1.0,1.7140097555035836,0.7365731355673848,4.0,0.7791666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,t0-gamma + past & calendar covariates,100,400,0.9131328696791718,0.6711388869316699,2.0,1.7450849574927354,0.7499272946636464,6.0,0.7925 monthly,ad_spend__company,ad_spend,company,3m,3,Timestral-209M + past & calendar covariates,100,400,0.9137598466456841,0.6715997055457065,3.0,1.5826516942684732,0.6801237374613799,1.0,0.8108333333333333 monthly,ad_spend__company,ad_spend,company,3m,3,Timestral-209M,100,400,0.9273368048850757,0.6815785650778408,4.0,1.7741630574712126,0.7624232254532562,8.0,0.8008333333333333 monthly,ad_spend__company,ad_spend,company,3m,3,Toto-2.0-22M,100,400,0.9334006253903747,0.6860353816919548,5.0,1.7415895186112145,0.7484251758052916,5.0,0.785 monthly,ad_spend__company,ad_spend,company,3m,3,t0-beta + past & calendar covariates,100,400,0.9365347720205068,0.6883389321944863,6.0,1.8447898578168525,0.7927741634328335,11.0,0.7708333333333333 monthly,ad_spend__company,ad_spend,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.9394048072554314,0.6904483648049877,7.0,1.7863124069117107,0.7676442484863849,9.0,0.7641666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,t0-gamma,100,400,0.9407105626372225,0.6914080753166115,8.0,1.8427600677770917,0.7919018878758657,10.0,0.7808333333333333 monthly,ad_spend__company,ad_spend,company,3m,3,Chronos-2,100,400,0.943722606381884,0.693621882039933,9.0,1.7601188626933808,0.7563879175731167,7.0,0.7275 monthly,ad_spend__company,ad_spend,company,3m,3,PatchTST-FM-r2,100,400,0.9438552341649029,0.6937193614600998,10.0,1.7112833939367074,0.7354015175637203,3.0,0.7375 monthly,ad_spend__company,ad_spend,company,3m,3,t0-beta,100,400,0.94434713371317,0.6940809002090249,11.0,1.845380593046941,0.7930280241237189,12.0,0.77 monthly,ad_spend__company,ad_spend,company,3m,3,Chronos-2 + past & calendar covariates,100,400,0.947577356836321,0.6964550654848563,12.0,1.6662033249774841,0.7160289511951391,2.0,0.7225 monthly,ad_spend__company,ad_spend,company,3m,3,TimesFM-3.0,100,400,0.9481271401750672,0.6968591479467539,13.0,1.8658306235082829,0.8018161555862108,13.0,0.7741666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,TiRex-2 + past & calendar covariates,100,400,0.9489992296044207,0.697500120524082,14.0,1.9185123615001827,0.8244554391814388,15.0,0.7516666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,TiRex-2,100,400,0.9565560243344852,0.7030542506756868,15.0,1.9811371456799918,0.8513676160225795,17.0,0.7391666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,t0-alpha,100,400,0.9648710200881347,0.7091656471440964,16.0,2.0248637606484294,0.8701585533504637,18.0,0.7875 monthly,ad_spend__company,ad_spend,company,3m,3,t0-alpha + past & calendar covariates,100,400,0.9666107270355841,0.7104443055114253,17.0,1.8792446760911836,0.8075806681509308,14.0,0.77 monthly,ad_spend__company,ad_spend,company,3m,3,TimesFM-2.5,100,400,0.9731344281770404,0.7152391274569876,18.0,1.9347698079126754,0.831441862824547,16.0,0.7466666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,AutoTheta,100,400,1.033398957969659,0.7595326479176945,19.0,2.2043983440336232,0.9473111778336093,19.0,0.7416666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,AutoETS,100,400,1.055191069291929,0.7755495210610938,20.0,2.4635021072134107,1.05865761018024,21.0,0.7816666666666667 monthly,ad_spend__company,ad_spend,company,3m,3,Seasonal Naive,100,400,1.3605721370934953,1.0,21.0,2.3270055242827667,1.0,20.0,0.7083333333333333 monthly,ad_spend__company,ad_spend,company,6m,6,Timestral-209M + past & calendar covariates,100,200,1.0323801383684634,0.7392782291712444,1.0,1.7092779241869953,0.7322679992009521,1.0,0.8225 monthly,ad_spend__company,ad_spend,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.0369683162163117,0.7425637824945004,2.0,1.7574582367741705,0.7529088210356273,2.0,0.7766666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,Timestral-209M,100,200,1.0443743401575896,0.7478671703271649,3.0,1.8407378724130392,0.7885864667247945,7.0,0.8083333333333332 monthly,ad_spend__company,ad_spend,company,6m,6,Toto-2.0-22M,100,200,1.0471251946286628,0.749837032732012,4.0,1.826338772325555,0.7824177798997005,5.0,0.78 monthly,ad_spend__company,ad_spend,company,6m,6,Chronos-2 + past & calendar covariates,100,200,1.057783525176985,0.7574693683812989,5.0,1.760513764013436,0.7542178327453908,3.0,0.725 monthly,ad_spend__company,ad_spend,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.0631996388426732,0.7613477991752968,6.0,1.905095532061158,0.8161577902625974,12.0,0.7575 monthly,ad_spend__company,ad_spend,company,6m,6,t0-gamma + past & calendar covariates,100,200,1.0650647344265038,0.7626833775240129,7.0,1.844075909609615,0.7900165079045269,8.0,0.7883333333333333 monthly,ad_spend__company,ad_spend,company,6m,6,TiRex-2 + past & calendar covariates,100,200,1.0703209426264797,0.7664473014371314,8.0,1.9306262462998711,0.8270953474434438,14.0,0.7491666666666668 monthly,ad_spend__company,ad_spend,company,6m,6,t0-beta + past & calendar covariates,100,200,1.0706040608387797,0.7666500398692809,9.0,1.904798461217294,0.8160305227952188,11.0,0.7666666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,TimesFM-3.0,100,200,1.0726034177980446,0.7680817615940542,10.0,1.9042827888523186,0.8158096047305786,10.0,0.7608333333333333 monthly,ad_spend__company,ad_spend,company,6m,6,t0-alpha,100,200,1.0823236259610216,0.7750423161522404,11.0,2.02923204146795,0.8693388394558338,18.0,0.7975 monthly,ad_spend__company,ad_spend,company,6m,6,TiRex-2,100,200,1.0865815919186759,0.7780914076797284,12.0,1.982233535650329,0.8492043128621711,16.0,0.7325 monthly,ad_spend__company,ad_spend,company,6m,6,t0-alpha + past & calendar covariates,100,200,1.0877034187444499,0.7788947378856985,13.0,1.938216303193967,0.830346987037575,15.0,0.7741666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,Chronos-2,100,200,1.0880600980731239,0.7791501527786088,14.0,1.8356920903151666,0.7864248143048286,6.0,0.7241666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,PatchTST-FM-r2,100,200,1.0889152801218989,0.779762541032839,15.0,1.815162305546205,0.7776296943281026,4.0,0.7358333333333333 monthly,ad_spend__company,ad_spend,company,6m,6,TimesFM-2.5,100,200,1.0898257805181137,0.780414542263352,16.0,2.0273689999503857,0.8685406979335042,17.0,0.7408333333333332 monthly,ad_spend__company,ad_spend,company,6m,6,t0-gamma,100,200,1.0984143812142309,0.7865647627855317,17.0,1.9033292835141555,0.8154011156040744,9.0,0.7841666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,t0-beta,100,200,1.0990165585596403,0.7869959766233579,18.0,1.9249960950285943,0.8246833467101063,13.0,0.7691666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,AutoETS,100,200,1.1571457500161906,0.8286217732907256,19.0,2.901509584223817,1.2430293446354255,21.0,0.7941666666666667 monthly,ad_spend__company,ad_spend,company,6m,6,AutoTheta,100,200,1.1711865566736872,0.8386762699786358,20.0,2.1570223823520185,0.92408521856261,19.0,0.7408333333333332 monthly,ad_spend__company,ad_spend,company,6m,6,Seasonal Naive,100,200,1.3964703647851175,1.0,21.0,2.334224527156932,1.0,20.0,0.705 monthly,ad_spend__product,ad_spend,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.8542297376231847,0.6384242591712465,1.0,2.8998550131496232,0.5348799562622681,1.0,0.8008333333333333 monthly,ad_spend__product,ad_spend,product,1m,1,t0-gamma + past & calendar covariates,100,1200,0.8568141521946742,0.6403557687939218,2.0,2.9858436858873936,0.5507406173313448,5.0,0.7933333333333333 monthly,ad_spend__product,ad_spend,product,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.8608086597247463,0.6433411372473028,3.0,2.9702737867616538,0.5478687403148667,3.0,0.7925 monthly,ad_spend__product,ad_spend,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.8671388242692323,0.6480721018013936,4.0,2.947668781618648,0.5436992338714852,2.0,0.7758333333333334 monthly,ad_spend__product,ad_spend,product,1m,1,t0-beta + past & calendar covariates,100,1200,0.867785812368527,0.6485556402217888,5.0,3.0460919445357573,0.5618534439397737,9.0,0.7908333333333334 monthly,ad_spend__product,ad_spend,product,1m,1,Timestral-209M,100,1200,0.8713875063752532,0.6512474322851317,6.0,3.036761672187542,0.56013246973834,8.0,0.8075 monthly,ad_spend__product,ad_spend,product,1m,1,TimesFM-3.0,100,1200,0.8737159629526191,0.6529876470071729,7.0,2.977457213135531,0.5491937275184507,4.0,0.7941666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,Toto-2.0-22M,100,1200,0.8749395934383777,0.6539021496894881,8.0,2.989889699615521,0.5514869069341436,6.0,0.7841666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,t0-gamma,100,1200,0.8754443600040968,0.6542793962387247,9.0,3.1097380205067795,0.5735929999442203,12.0,0.7891666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,t0-beta,100,1200,0.8837463353022287,0.6604840297183728,10.0,3.123821064284577,0.5761906256205903,13.0,0.7866666666666666 monthly,ad_spend__product,ad_spend,product,1m,1,PatchTST-FM-r2,100,1200,0.884077292269824,0.6607313764771529,11.0,3.0185386562154233,0.5567712237650295,7.0,0.7633333333333333 monthly,ad_spend__product,ad_spend,product,1m,1,t0-alpha + past & calendar covariates,100,1200,0.8844132161159697,0.6609824353236995,12.0,3.1412066444130904,0.5793974060618763,15.0,0.7791666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,TimesFM-2.5,100,1200,0.8849435512469366,0.6613787910090472,13.0,3.0604129305568826,0.564494958202341,11.0,0.7658333333333334 monthly,ad_spend__product,ad_spend,product,1m,1,t0-alpha,100,1200,0.8878766711523404,0.6635709119575383,14.0,3.1473847991129724,0.580536970316182,16.0,0.8025 monthly,ad_spend__product,ad_spend,product,1m,1,TiRex-2,100,1200,0.8953985925139782,0.6691925578232156,15.0,3.1631247620042657,0.5834402156938606,18.0,0.7608333333333334 monthly,ad_spend__product,ad_spend,product,1m,1,Chronos-2,100,1200,0.8956725441722048,0.6693973006186826,16.0,3.1393974931164537,0.5790637070451914,14.0,0.7433333333333333 monthly,ad_spend__product,ad_spend,product,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.8966962482673324,0.6701623846467345,17.0,3.161079815494411,0.5830630241119402,17.0,0.7725 monthly,ad_spend__product,ad_spend,product,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.8982985046562099,0.6713598603409402,18.0,3.0506329091295488,0.5626910275197463,10.0,0.7358333333333333 monthly,ad_spend__product,ad_spend,product,1m,1,AutoETS,100,1200,0.9972665351010045,0.7453254327572763,19.0,3.464687632078573,0.6390636637711755,19.0,0.8366666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,AutoTheta,100,1200,1.024187202084228,0.7654450868950273,20.0,3.8949922331026157,0.7184335995546915,20.0,0.7841666666666667 monthly,ad_spend__product,ad_spend,product,1m,1,Seasonal Naive,100,1200,1.3380283179277686,1.0,21.0,5.421506226207764,1.0,21.0,0.6908333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,Timestral-209M + past & calendar covariates,100,400,0.9883864411383473,0.7268079064082976,1.0,3.3423348001947484,0.6107748924168546,3.0,0.7958333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.9906674167998685,0.7284852170998619,2.0,3.275924506235289,0.5986391422382378,1.0,0.7808333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,t0-gamma + past & calendar covariates,100,400,0.9956746452790185,0.7321672721102964,3.0,3.3996051387591057,0.6212404163593644,6.0,0.7808333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.9961026270979252,0.7324819876474927,4.0,3.3549184755163934,0.6130744205611741,4.0,0.7725 monthly,ad_spend__product,ad_spend,product,3m,3,TimesFM-3.0,100,400,0.9986538625367253,0.7343580333021593,5.0,3.336340973093939,0.6096795864940462,2.0,0.78 monthly,ad_spend__product,ad_spend,product,3m,3,TimesFM-2.5,100,400,1.0027813905731386,0.7373932024282474,6.0,3.4358664628858637,0.6278667741799882,9.0,0.7391666666666667 monthly,ad_spend__product,ad_spend,product,3m,3,t0-alpha + past & calendar covariates,100,400,1.0085143599752546,0.7416089295115285,7.0,3.5264922730871313,0.6444276433881371,12.0,0.7691666666666667 monthly,ad_spend__product,ad_spend,product,3m,3,t0-beta + past & calendar covariates,100,400,1.0103893354396085,0.7429876888055597,8.0,3.506462320804218,0.6407673900975336,10.0,0.7808333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,Toto-2.0-22M,100,400,1.011279840194553,0.7436425196183362,9.0,3.370685980169431,0.6159557584683102,5.0,0.7866666666666667 monthly,ad_spend__product,ad_spend,product,3m,3,t0-gamma,100,400,1.0159880539155557,0.7471046947505078,10.0,3.521612299163147,0.6435358818721318,11.0,0.7875 monthly,ad_spend__product,ad_spend,product,3m,3,PatchTST-FM-r2,100,400,1.0202798345387623,0.7502606466734458,11.0,3.5438374290277395,0.6475972797013397,15.0,0.7391666666666667 monthly,ad_spend__product,ad_spend,product,3m,3,Timestral-209M,100,400,1.0212403571693525,0.7509669649849283,12.0,3.424587952955791,0.625805750643758,8.0,0.8 monthly,ad_spend__product,ad_spend,product,3m,3,t0-beta,100,400,1.0219673560868476,0.751501562121426,13.0,3.6016614397349183,0.6581639811331443,16.0,0.7775 monthly,ad_spend__product,ad_spend,product,3m,3,t0-alpha,100,400,1.0220980254223746,0.7515976495445565,14.0,3.5300451891748925,0.6450768996927844,13.0,0.79 monthly,ad_spend__product,ad_spend,product,3m,3,Chronos-2 + past & calendar covariates,100,400,1.0338749604518984,0.7602577941362372,15.0,3.409807939645006,0.6231048659091443,7.0,0.7075 monthly,ad_spend__product,ad_spend,product,3m,3,Chronos-2,100,400,1.0339498624151255,0.7603128731385517,16.0,3.5435220028525536,0.6475396390400262,14.0,0.7308333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,TiRex-2 + past & calendar covariates,100,400,1.04678292010869,0.7697496353267643,17.0,3.685393910172639,0.6734651683811772,17.0,0.765 monthly,ad_spend__product,ad_spend,product,3m,3,TiRex-2,100,400,1.0485940148657515,0.7710814200760279,18.0,3.708812718401451,0.6777446977914716,18.0,0.7583333333333333 monthly,ad_spend__product,ad_spend,product,3m,3,AutoETS,100,400,1.144289426956247,0.8414508416094388,19.0,3.8606235326908838,0.7054864529740884,19.0,0.8125 monthly,ad_spend__product,ad_spend,product,3m,3,AutoTheta,100,400,1.2151760182565179,0.8935771485588064,20.0,4.2596404873706,0.7784024090754353,20.0,0.7441666666666668 monthly,ad_spend__product,ad_spend,product,3m,3,Seasonal Naive,100,400,1.3599005079935154,1.0,21.0,5.472285848177271,1.0,21.0,0.6816666666666668 monthly,ad_spend__product,ad_spend,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.0597492542476687,0.7618271208158688,1.0,3.464259139826649,0.6272577590883579,2.0,0.7833333333333333 monthly,ad_spend__product,ad_spend,product,6m,6,TimesFM-3.0,100,200,1.0598232955319393,0.7618803472354122,2.0,3.44973213911463,0.6246274206681922,1.0,0.7883333333333333 monthly,ad_spend__product,ad_spend,product,6m,6,t0-alpha + past & calendar covariates,100,200,1.0611165353371446,0.7628100248486541,3.0,3.593250478280985,0.6506136382633562,9.0,0.7716666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,t0-beta + past & calendar covariates,100,200,1.0618871363553808,0.7633639905652306,4.0,3.5068868133849813,0.6349761594481784,4.0,0.7866666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,TimesFM-2.5,100,200,1.0636868896918446,0.7646577880338312,5.0,3.4969008845349343,0.6331680524041974,3.0,0.7433333333333333 monthly,ad_spend__product,ad_spend,product,6m,6,t0-gamma,100,200,1.0669987487693964,0.7670386003396538,6.0,3.6202936673505715,0.655510226390779,12.0,0.7966666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,t0-gamma + past & calendar covariates,100,200,1.067470057597042,0.7673774124178329,7.0,3.6148536797534834,0.6545252324016202,11.0,0.7783333333333333 monthly,ad_spend__product,ad_spend,product,6m,6,Timestral-209M + past & calendar covariates,100,200,1.0710270534235262,0.7699344473752845,8.0,3.563648387032391,0.6452537212734709,6.0,0.8016666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,t0-alpha,100,200,1.0718130334364515,0.7704994686648637,9.0,3.651904975454997,0.6612339432038422,13.0,0.79 monthly,ad_spend__product,ad_spend,product,6m,6,t0-beta,100,200,1.0742298322811052,0.7722368446507716,10.0,3.692525103063683,0.6685888462839227,16.0,0.795 monthly,ad_spend__product,ad_spend,product,6m,6,Timestral-209M,100,200,1.074946375099336,0.7727519492851613,11.0,3.583417619527422,0.6488332469305355,8.0,0.8066666666666668 monthly,ad_spend__product,ad_spend,product,6m,6,Chronos-2 + past & calendar covariates,100,200,1.0751586896835656,0.7729045769069903,12.0,3.50841753917328,0.6352533210544533,5.0,0.6975 monthly,ad_spend__product,ad_spend,product,6m,6,PatchTST-FM-r2,100,200,1.0833238916420915,0.7787743355069715,13.0,3.679039532112486,0.6661470748478233,14.0,0.725 monthly,ad_spend__product,ad_spend,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.0853439053287883,0.7802264726090045,14.0,3.599999806475527,0.6518357086419804,10.0,0.7783333333333333 monthly,ad_spend__product,ad_spend,product,6m,6,Chronos-2,100,200,1.0871910990468325,0.781554373776348,15.0,3.6837031337874233,0.6669914921439405,15.0,0.7291666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,Toto-2.0-22M,100,200,1.0946116463691675,0.7868888188621014,16.0,3.5767774838225614,0.6476309475429435,7.0,0.79 monthly,ad_spend__product,ad_spend,product,6m,6,TiRex-2 + past & calendar covariates,100,200,1.1023112832662603,0.7924238944331656,17.0,3.7726724915204284,0.6831007719947336,17.0,0.7741666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,TiRex-2,100,200,1.115101610310402,0.8016185392864419,18.0,3.8336159623141253,0.6941355310523467,18.0,0.7716666666666667 monthly,ad_spend__product,ad_spend,product,6m,6,AutoETS,100,200,1.2152593001024226,0.8736193867850255,19.0,3.9541416320408103,0.7159585698187731,19.0,0.8 monthly,ad_spend__product,ad_spend,product,6m,6,AutoTheta,100,200,1.2691407474819476,0.9123534059485267,20.0,4.544924282913629,0.822928916648343,20.0,0.7625 monthly,ad_spend__product,ad_spend,product,6m,6,Seasonal Naive,100,200,1.3910626509499218,1.0,21.0,5.5228637504006715,1.0,21.0,0.675 monthly,ad_spend__service,ad_spend,service,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.8473438471558103,0.5965054924912722,1.0,1.60002612602106,0.5683157002730569,4.0,0.8058333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.855916711222325,0.6025405401513476,2.0,1.62580624449564,0.5774725795550458,5.0,0.8008333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,TimesFM-3.0,100,1200,0.8582526960556299,0.6041850057223432,3.0,1.5800853819050134,0.5612329172034711,2.0,0.7941666666666667 monthly,ad_spend__service,ad_spend,service,1m,1,Timestral-209M,100,1200,0.8600505727432712,0.6054506587657917,4.0,1.6883421427126715,0.5996847998490968,13.0,0.805 monthly,ad_spend__service,ad_spend,service,1m,1,t0-beta + past & calendar covariates,100,1200,0.8621807123753465,0.6069502152853454,5.0,1.6436342089349405,0.5838049212149662,8.0,0.7833333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,t0-gamma + past & calendar covariates,100,1200,0.8637996842644036,0.6080899245394493,6.0,1.5728033785163953,0.558646411403416,1.0,0.7958333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,TiRex-2,100,1200,0.8666999264908982,0.6101316109498318,7.0,1.6892523235190746,0.6000080883466744,14.0,0.7558333333333334 monthly,ad_spend__service,ad_spend,service,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.8671095659348835,0.6104199852374347,8.0,1.7088432885057694,0.6069666328381484,15.0,0.785 monthly,ad_spend__service,ad_spend,service,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.8697259304971058,0.6122618300056049,9.0,1.6711887505819958,0.5935920605479919,12.0,0.765 monthly,ad_spend__service,ad_spend,service,1m,1,t0-gamma,100,1200,0.8729280510958237,0.6145160300345142,10.0,1.5813710982186169,0.5616895927259734,3.0,0.7975 monthly,ad_spend__service,ad_spend,service,1m,1,TimesFM-2.5,100,1200,0.873313386188838,0.6147872947639439,11.0,1.6634800593747798,0.5908539988561416,11.0,0.755 monthly,ad_spend__service,ad_spend,service,1m,1,Chronos-2,100,1200,0.8740579517623898,0.6153114473327438,12.0,1.6291572022268013,0.578662811301015,6.0,0.7525 monthly,ad_spend__service,ad_spend,service,1m,1,t0-beta,100,1200,0.8764126375760142,0.6169690778514911,13.0,1.6429656668786408,0.583567460750597,7.0,0.7808333333333334 monthly,ad_spend__service,ad_spend,service,1m,1,PatchTST-FM-r2,100,1200,0.8766472747532162,0.6171342556189505,14.0,1.6436658039821357,0.5838161435075775,9.0,0.7391666666666666 monthly,ad_spend__service,ad_spend,service,1m,1,Toto-2.0-22M,100,1200,0.881438799187423,0.6205073498498276,15.0,1.7515181663772685,0.6221243872692713,17.0,0.8058333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,t0-alpha,100,1200,0.8821624551261192,0.6210167826421411,16.0,1.7558102656814907,0.6236489045143656,18.0,0.7833333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.8873829842657464,0.6246918837430118,17.0,1.659547516660845,0.5894571930603005,10.0,0.7458333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,t0-alpha + past & calendar covariates,100,1200,0.8896581609160249,0.6262935421168048,18.0,1.7381587319373455,0.6173792295399676,16.0,0.755 monthly,ad_spend__service,ad_spend,service,1m,1,AutoTheta,100,1200,1.0088459853055707,0.71019831362732,19.0,2.0897733875505877,0.7422697710013382,19.0,0.7683333333333333 monthly,ad_spend__service,ad_spend,service,1m,1,AutoETS,100,1200,1.0445781044473588,0.7353526891479224,20.0,2.1383024199739045,0.7595068714440769,20.0,0.7941666666666667 monthly,ad_spend__service,ad_spend,service,1m,1,Seasonal Naive,100,1200,1.420513067896367,1.0,21.0,2.815382586214494,1.0,21.0,0.6866666666666666 monthly,ad_spend__service,ad_spend,service,3m,3,Timestral-209M + past & calendar covariates,100,400,0.9943370617264917,0.6855348996109047,1.0,1.830624192525772,0.6483767932296941,6.0,0.805 monthly,ad_spend__service,ad_spend,service,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,1.0002469907079257,0.6896094360301349,2.0,1.7855495321545414,0.6324120944855499,2.0,0.7891666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,TimesFM-3.0,100,400,1.0013316244817785,0.6903572250182892,3.0,1.8499177055921547,0.6552102362614157,9.0,0.7775 monthly,ad_spend__service,ad_spend,service,3m,3,Timestral-209M,100,400,1.0063265522234683,0.6938009237596572,4.0,1.939203335214611,0.6868337286485827,15.0,0.7983333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,t0-beta + past & calendar covariates,100,400,1.0106723985105424,0.696797120334047,5.0,1.811359734207137,0.6415536409087854,5.0,0.7833333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,PatchTST-FM-r2,100,400,1.012094666034731,0.6977776872483703,6.0,1.7709248371501094,0.6272322695451547,1.0,0.725 monthly,ad_spend__service,ad_spend,service,3m,3,t0-gamma + past & calendar covariates,100,400,1.0122071683366556,0.697855250739891,7.0,1.7891552103532968,0.6336891660316774,3.0,0.78 monthly,ad_spend__service,ad_spend,service,3m,3,TimesFM-2.5,100,400,1.015619816905282,0.7002080642715905,8.0,1.9580820916667938,0.693520271751535,16.0,0.7391666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,1.0180392474167943,0.7018761143892693,9.0,1.9039365003504585,0.6743427993852525,12.0,0.7691666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,Chronos-2,100,400,1.0193225537973232,0.7027608760506906,10.0,1.8087029118894542,0.6406126384127223,4.0,0.7416666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,Chronos-2 + past & calendar covariates,100,400,1.0198533299259918,0.703126813894193,11.0,1.8336901250429183,0.6494626957878719,7.0,0.7316666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,TiRex-2,100,400,1.021738415047665,0.7044264653799783,12.0,1.9078717657350595,0.6757366052581307,13.0,0.7508333333333332 monthly,ad_spend__service,ad_spend,service,3m,3,TiRex-2 + past & calendar covariates,100,400,1.0264140546910934,0.7076500344059674,13.0,1.8791579741145232,0.6655666554626449,11.0,0.7541666666666668 monthly,ad_spend__service,ad_spend,service,3m,3,t0-gamma,100,400,1.0272898293310009,0.7082538277301429,14.0,1.8629964270678918,0.6598425029629077,10.0,0.7883333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,Toto-2.0-22M,100,400,1.0285255632486523,0.7091057910731485,15.0,1.9368812043938786,0.6860112683417903,14.0,0.7916666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,t0-beta,100,400,1.0289409208777744,0.7093921548843178,16.0,1.8407655953036264,0.6519687102593076,8.0,0.7666666666666667 monthly,ad_spend__service,ad_spend,service,3m,3,t0-alpha + past & calendar covariates,100,400,1.0333512523611073,0.7124328100776662,17.0,1.9885166947765378,0.7042997044980714,17.0,0.7525 monthly,ad_spend__service,ad_spend,service,3m,3,t0-alpha,100,400,1.0520624298536558,0.7253330284017061,18.0,1.9949034776462562,0.7065617972929934,18.0,0.7783333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,AutoTheta,100,400,1.2070306026327156,0.8321741538692792,19.0,2.3099020922177624,0.8181290935308281,19.0,0.7358333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,AutoETS,100,400,1.2196948152607994,0.8409053578712403,20.0,2.431292386338662,0.8611235267698666,20.0,0.7683333333333333 monthly,ad_spend__service,ad_spend,service,3m,3,Seasonal Naive,100,400,1.4504543274031076,1.0,21.0,2.8233956113806418,1.0,21.0,0.6783333333333332 monthly,ad_spend__service,ad_spend,service,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.1213239045610077,0.7535465793910348,1.0,1.9210422893705672,0.6787013301659206,2.0,0.7825 monthly,ad_spend__service,ad_spend,service,6m,6,Timestral-209M + past & calendar covariates,100,200,1.1259372754610617,0.7566468342300314,2.0,1.9038250177801328,0.6726184941997825,1.0,0.7925 monthly,ad_spend__service,ad_spend,service,6m,6,TimesFM-3.0,100,200,1.1272682539832037,0.7575412718751432,3.0,1.9852612293652514,0.7013897843646663,10.0,0.7708333333333333 monthly,ad_spend__service,ad_spend,service,6m,6,Timestral-209M,100,200,1.1330304229822799,0.7614135363666655,4.0,2.027142899112868,0.7161865148294552,14.0,0.79 monthly,ad_spend__service,ad_spend,service,6m,6,TimesFM-2.5,100,200,1.135462230033372,0.7630477473895787,5.0,2.131375262580633,0.753011650914871,18.0,0.7466666666666667 monthly,ad_spend__service,ad_spend,service,6m,6,PatchTST-FM-r2,100,200,1.1366813257757682,0.763866998118914,6.0,1.9228067958445871,0.6793247276296985,3.0,0.7208333333333333 monthly,ad_spend__service,ad_spend,service,6m,6,t0-beta + past & calendar covariates,100,200,1.1382948246979068,0.7649512937347331,7.0,1.9884976169533704,0.7025331951959336,11.0,0.7691666666666667 monthly,ad_spend__service,ad_spend,service,6m,6,Toto-2.0-22M,100,200,1.1485153288372045,0.7718196266958813,8.0,1.9841149556649769,0.7009848076031368,9.0,0.775 monthly,ad_spend__service,ad_spend,service,6m,6,t0-gamma + past & calendar covariates,100,200,1.1490862962371853,0.7722033254018923,9.0,1.9698319076094073,0.6959386283660753,6.0,0.7775 monthly,ad_spend__service,ad_spend,service,6m,6,TiRex-2 + past & calendar covariates,100,200,1.150037361886727,0.7728424558655107,10.0,1.968558776021946,0.6954888329052116,5.0,0.7658333333333333 monthly,ad_spend__service,ad_spend,service,6m,6,TiRex-2,100,200,1.150254004318633,0.7729880428478711,11.0,2.034490474900033,0.7187824022223754,15.0,0.7591666666666668 monthly,ad_spend__service,ad_spend,service,6m,6,t0-alpha + past & calendar covariates,100,200,1.152994122791489,0.774829443797185,12.0,2.090751311818135,0.7386592706618905,16.0,0.7458333333333332 monthly,ad_spend__service,ad_spend,service,6m,6,t0-gamma,100,200,1.1551637176268508,0.776287444255573,13.0,1.9722696915429274,0.6967998937361778,7.0,0.795 monthly,ad_spend__service,ad_spend,service,6m,6,t0-beta,100,200,1.1557566946268374,0.7766859337448097,14.0,1.9892494942758092,0.7027988323147437,12.0,0.7733333333333333 monthly,ad_spend__service,ad_spend,service,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.1559672689369402,0.7768274428577788,15.0,1.9782186269603288,0.6989016436056116,8.0,0.7525 monthly,ad_spend__service,ad_spend,service,6m,6,Chronos-2,100,200,1.1560417199140018,0.7768774750374808,16.0,1.9607716626325202,0.6927376575433782,4.0,0.7375 monthly,ad_spend__service,ad_spend,service,6m,6,Chronos-2 + past & calendar covariates,100,200,1.1560470731739096,0.7768810725088945,17.0,1.989591490436741,0.7029196590402252,13.0,0.73 monthly,ad_spend__service,ad_spend,service,6m,6,t0-alpha,100,200,1.1853356159321229,0.7965634150693521,18.0,2.1214295213386833,0.7494978356033876,17.0,0.77 monthly,ad_spend__service,ad_spend,service,6m,6,AutoETS,100,200,1.3537790161281362,0.9097599210230831,19.0,2.6655209937963042,0.9417245284420526,20.0,0.7558333333333332 monthly,ad_spend__service,ad_spend,service,6m,6,AutoTheta,100,200,1.4191826430266554,0.9537121449333023,20.0,2.4515468851814215,0.8661278000714495,19.0,0.7225 monthly,ad_spend__service,ad_spend,service,6m,6,Seasonal Naive,100,200,1.4880618335062785,1.0,21.0,2.8304678420196026,1.0,21.0,0.6683333333333333 monthly,app_dau,app_dau,original,1m,1,TimesFM-3.0 + past & calendar covariates,95,1079,0.4545971316039253,0.41448848299012697,1.0,0.15359053681686932,0.24141066400350622,9.0,0.768303985171455 monthly,app_dau,app_dau,original,1m,1,Timestral-209M,95,1079,0.45533668146434414,0.4151627831086936,2.0,0.14578689605032533,0.22914505091210577,3.0,0.809082483781279 monthly,app_dau,app_dau,original,1m,1,t0-gamma,95,1079,0.45815545984706735,0.41773286350409355,3.0,0.14860931654195136,0.23358127738218415,5.0,0.8174235403151066 monthly,app_dau,app_dau,original,1m,1,t0-gamma + past & calendar covariates,95,1079,0.4582336118626689,0.4178041202458047,4.0,0.1459327371096107,0.2293742810957533,4.0,0.788693234476367 monthly,app_dau,app_dau,original,1m,1,Toto-2.0-22M + past & calendar covariates,95,1079,0.4584542154689555,0.41800526021734224,5.0,0.1456130556469852,0.22887181189575273,2.0,0.7117701575532901 monthly,app_dau,app_dau,original,1m,1,TimesFM-3.0,95,1079,0.45900147527296425,0.41850423583816226,6.0,0.15668786939576576,0.24627899202688322,12.0,0.798887859128823 monthly,app_dau,app_dau,original,1m,1,TiRex-2,95,1079,0.4604079852231438,0.41978665082723965,7.0,0.1550361738358115,0.2436828885811636,11.0,0.7831325301204819 monthly,app_dau,app_dau,original,1m,1,TiRex-2 + past & calendar covariates,95,1079,0.4610355173532692,0.42035881642741735,8.0,0.15313844453960257,0.24070007402115626,7.0,0.7720111214087118 monthly,app_dau,app_dau,original,1m,1,Timestral-209M + past & calendar covariates,95,1079,0.46379185446550014,0.42287196468294436,9.0,0.14087015316294402,0.22141700861355923,1.0,0.7896200185356812 monthly,app_dau,app_dau,original,1m,1,t0-beta + past & calendar covariates,95,1079,0.46531683796538953,0.42426240041936,10.0,0.15419706168290426,0.24236398817098873,10.0,0.7905468025949953 monthly,app_dau,app_dau,original,1m,1,Toto-2.0-22M,95,1079,0.4680281827020216,0.4267345259314256,11.0,0.15107571405799722,0.2374579137582596,6.0,0.7636700648748842 monthly,app_dau,app_dau,original,1m,1,t0-beta,95,1079,0.4689673680197369,0.42759084787127793,12.0,0.15357736991595397,0.24138996852083705,8.0,0.788693234476367 monthly,app_dau,app_dau,original,1m,1,Chronos-2,95,1079,0.46942243489340785,0.42800576465146406,13.0,0.16337241238862282,0.2567856286720152,17.0,0.7877664504170528 monthly,app_dau,app_dau,original,1m,1,TimesFM-2.5,95,1079,0.47233201281627357,0.43065863343472094,14.0,0.16182214261262265,0.2543489443308764,15.0,0.8016682113067656 monthly,app_dau,app_dau,original,1m,1,t0-alpha + past & calendar covariates,95,1079,0.4800560647398973,0.4377012000102381,15.0,0.15942235821939982,0.2505770091853932,14.0,0.7673772011121409 monthly,app_dau,app_dau,original,1m,1,AutoTheta,95,1079,0.48059879680674283,0.4381960473716,16.0,0.1772855826135334,0.27865408314844076,20.0,0.7766450417052827 monthly,app_dau,app_dau,original,1m,1,Chronos-2 + past & calendar covariates,95,1079,0.48747214118734694,0.4444629634767097,17.0,0.15735687256136718,0.24733051838895886,13.0,0.772937905468026 monthly,app_dau,app_dau,original,1m,1,AutoETS,95,1079,0.4885891497523769,0.4454814194972585,18.0,0.17063065782277492,0.2681939998260811,18.0,0.7386468952734013 monthly,app_dau,app_dau,original,1m,1,t0-alpha,95,1079,0.4901823641376347,0.44693406617651416,19.0,0.16322342772970178,0.2565514574386706,16.0,0.7692307692307693 monthly,app_dau,app_dau,original,1m,1,PatchTST-FM-r2,95,1079,0.5122195386027324,0.4670269228586486,20.0,0.17166532125196016,0.269820263986858,19.0,0.6765523632993512 monthly,app_dau,app_dau,original,1m,1,Seasonal Naive,95,1079,1.0967666177946702,1.0,21.0,0.6362210114075101,1.0,21.0,0.4281742354031511 monthly,app_dau,app_dau,original,3m,3,TimesFM-3.0,95,367,0.5949423054199888,0.5299924513081153,1.0,0.24784519847005884,0.38210934484122383,16.0,0.7420526793823796 monthly,app_dau,app_dau,original,3m,3,Timestral-209M,95,367,0.5984383160698653,0.5331068024598953,2.0,0.22910200563813188,0.35321248027636304,5.0,0.7983651226158038 monthly,app_dau,app_dau,original,3m,3,t0-gamma,95,367,0.6007728842322858,0.5351865058057074,3.0,0.22131451094714744,0.3412062985439941,3.0,0.7992733878292461 monthly,app_dau,app_dau,original,3m,3,TimesFM-3.0 + past & calendar covariates,95,367,0.6021849694807798,0.536444433701383,4.0,0.2459848390213564,0.3792411806221831,15.0,0.7089009990917349 monthly,app_dau,app_dau,original,3m,3,Toto-2.0-22M + past & calendar covariates,95,367,0.6049028609310254,0.5388656129299944,5.0,0.22251326831002133,0.3430544537367471,4.0,0.6943687556766576 monthly,app_dau,app_dau,original,3m,3,TiRex-2 + past & calendar covariates,95,367,0.6064346907629207,0.5402302128923722,6.0,0.23131999070491788,0.356632005149021,6.0,0.7502270663033606 monthly,app_dau,app_dau,original,3m,3,TiRex-2,95,367,0.6087951102332414,0.5423329453586868,7.0,0.23926912829524216,0.3688873959148764,12.0,0.754314259763851 monthly,app_dau,app_dau,original,3m,3,Timestral-209M + past & calendar covariates,95,367,0.6089188630251727,0.542443188057776,8.0,0.21604117367088427,0.33307625824384623,1.0,0.7720254314259763 monthly,app_dau,app_dau,original,3m,3,TimesFM-2.5,95,367,0.61205092677244,0.545233324391913,9.0,0.24004621953609137,0.37008545755478595,13.0,0.7361489554950046 monthly,app_dau,app_dau,original,3m,3,t0-gamma + past & calendar covariates,95,367,0.6136146512877579,0.5466263370949832,10.0,0.21886094742132603,0.33742357627555686,2.0,0.7661217075386013 monthly,app_dau,app_dau,original,3m,3,t0-beta + past & calendar covariates,95,367,0.6168207069136414,0.5494823876140208,11.0,0.23388863388421918,0.36059214869197637,7.0,0.7647593097184379 monthly,app_dau,app_dau,original,3m,3,AutoTheta,95,367,0.6209775673536353,0.5531854435814104,12.0,0.27772155472779825,0.42817049505256,20.0,0.7275204359673024 monthly,app_dau,app_dau,original,3m,3,AutoETS,95,367,0.6215964990628237,0.5537368065131716,13.0,0.25960899312257407,0.40024589094043067,18.0,0.7089009990917349 monthly,app_dau,app_dau,original,3m,3,Toto-2.0-22M,95,367,0.6220276987412688,0.5541209321208153,14.0,0.23597526452789006,0.3638091610573582,11.0,0.7420526793823796 monthly,app_dau,app_dau,original,3m,3,Chronos-2,95,367,0.6227656383458225,0.5547783108554788,15.0,0.24889264506631867,0.3837242203164143,17.0,0.7415985467756585 monthly,app_dau,app_dau,original,3m,3,t0-alpha + past & calendar covariates,95,367,0.6279819908751676,0.5594251941561431,16.0,0.23395263874852462,0.3606908266446556,8.0,0.7434150772025431 monthly,app_dau,app_dau,original,3m,3,t0-beta,95,367,0.6303361618595008,0.561522360283713,17.0,0.23425453575103564,0.36115626905205794,9.0,0.7638510445049954 monthly,app_dau,app_dau,original,3m,3,t0-alpha,95,367,0.6354811498518997,0.566105669914245,18.0,0.2356753902314769,0.3633468371081977,10.0,0.7388737511353316 monthly,app_dau,app_dau,original,3m,3,Chronos-2 + past & calendar covariates,95,367,0.6470927468658892,0.5764496288309032,19.0,0.24361572306144572,0.3755886533475677,14.0,0.7120799273387829 monthly,app_dau,app_dau,original,3m,3,PatchTST-FM-r2,95,367,0.68710317104683,0.6120921148271964,20.0,0.26211197803106084,0.4041048074311808,19.0,0.6557674841053588 monthly,app_dau,app_dau,original,3m,3,Seasonal Naive,95,367,1.1225486399882973,1.0,21.0,0.6486237560430375,1.0,21.0,0.4205267938237966 monthly,app_dau,app_dau,original,6m,6,AutoTheta,95,185,0.7240894085270138,0.6293653947662519,1.0,0.34861869681370977,0.5354489101610986,18.0,0.714954954954955 monthly,app_dau,app_dau,original,6m,6,Timestral-209M,95,185,0.7246326351296708,0.6298375574870466,2.0,0.3391004254947038,0.5208296483402021,15.0,0.7865765765765766 monthly,app_dau,app_dau,original,6m,6,t0-gamma,95,185,0.7292277075454143,0.6338315111768223,3.0,0.29016940047097456,0.4456757215385604,4.0,0.7952252252252253 monthly,app_dau,app_dau,original,6m,6,AutoETS,95,185,0.7305238367951491,0.6349580832372904,4.0,0.3214089586465811,0.4936570476462109,11.0,0.7008108108108109 monthly,app_dau,app_dau,original,6m,6,TimesFM-3.0,95,185,0.7397792361515608,0.6430027086676181,5.0,0.3844241540435938,0.5904430720542748,20.0,0.7110810810810811 monthly,app_dau,app_dau,original,6m,6,TiRex-2,95,185,0.741289767066181,0.6443156347706535,6.0,0.3133518504009597,0.4812820090478843,9.0,0.7312612612612612 monthly,app_dau,app_dau,original,6m,6,TiRex-2 + past & calendar covariates,95,185,0.7457884790640557,0.6482258337310853,7.0,0.3080150906814485,0.4730851963074279,8.0,0.7242342342342342 monthly,app_dau,app_dau,original,6m,6,t0-gamma + past & calendar covariates,95,185,0.7466948664148009,0.649013649194335,8.0,0.2828975706089877,0.43450680429440447,3.0,0.7510810810810811 monthly,app_dau,app_dau,original,6m,6,Timestral-209M + past & calendar covariates,95,185,0.7521041687616485,0.6537153167879258,9.0,0.3257262772817367,0.5002880848772622,13.0,0.7423423423423424 monthly,app_dau,app_dau,original,6m,6,TimesFM-2.5,95,185,0.7531324978960845,0.6546091218402059,10.0,0.29762764327603014,0.4571309533381843,6.0,0.674054054054054 monthly,app_dau,app_dau,original,6m,6,Toto-2.0-22M + past & calendar covariates,95,185,0.7545472508577618,0.655838799481858,11.0,0.34727614268577306,0.5333868602733379,17.0,0.6606306306306307 monthly,app_dau,app_dau,original,6m,6,t0-alpha + past & calendar covariates,95,185,0.7575556304552569,0.6584536285218737,12.0,0.2764557011968459,0.4246126362889099,1.0,0.7147747747747747 monthly,app_dau,app_dau,original,6m,6,Chronos-2,95,185,0.7593606647417873,0.6600225316199315,13.0,0.3226336319861498,0.49553804258701245,12.0,0.7213513513513513 monthly,app_dau,app_dau,original,6m,6,TimesFM-3.0 + past & calendar covariates,95,185,0.7602422656566501,0.6607888031621953,14.0,0.33853705970841874,0.519964366015859,14.0,0.7227927927927928 monthly,app_dau,app_dau,original,6m,6,t0-beta + past & calendar covariates,95,185,0.7626383665491492,0.6628714506451563,15.0,0.28193280618981353,0.43302500753040285,2.0,0.739009009009009 monthly,app_dau,app_dau,original,6m,6,Toto-2.0-22M,95,185,0.7694787665747616,0.6688170024123563,16.0,0.34515118066925154,0.5301230978696588,16.0,0.7441441441441441 monthly,app_dau,app_dau,original,6m,6,t0-beta,95,185,0.7717857200198583,0.6708221645492176,17.0,0.3022349139609201,0.46420733245837753,7.0,0.7590090090090089 monthly,app_dau,app_dau,original,6m,6,t0-alpha,95,185,0.7819138552480223,0.6796253561869552,18.0,0.29681272434311873,0.4558793066006881,5.0,0.6977477477477478 monthly,app_dau,app_dau,original,6m,6,Chronos-2 + past & calendar covariates,95,185,0.7953268492998037,0.6912836875987755,19.0,0.3189289149561162,0.48984790974469167,10.0,0.6644144144144144 monthly,app_dau,app_dau,original,6m,6,PatchTST-FM-r2,95,185,0.853741227730645,0.7420564069732228,20.0,0.3568617646287732,0.5481095669712477,19.0,0.6112612612612612 monthly,app_dau,app_dau,original,6m,6,Seasonal Naive,95,185,1.1505071847745023,1.0,21.0,0.6510774234442313,1.0,21.0,0.42027027027027025 monthly,app_dau__company,app_dau,company,1m,1,TimesFM-3.0 + past & calendar covariates,96,1127,0.49024382093143903,0.4117462486450222,1.0,0.29422368373592156,0.31564304642534075,1.0,0.7586512866015972 monthly,app_dau__company,app_dau,company,1m,1,Timestral-209M,96,1127,0.49850052573455333,0.41868089439413625,2.0,0.30834796775366413,0.33079557248758146,4.0,0.7879325643300799 monthly,app_dau__company,app_dau,company,1m,1,Timestral-209M + past & calendar covariates,96,1127,0.5003124357048905,0.4202026823317208,3.0,0.2999868866246582,0.32182580810471967,2.0,0.7755102040816326 monthly,app_dau__company,app_dau,company,1m,1,t0-gamma,96,1127,0.5047199383117414,0.42390445803348503,4.0,0.3108345001751457,0.3334631234426441,5.0,0.7923691215616682 monthly,app_dau__company,app_dau,company,1m,1,TimesFM-3.0,96,1127,0.5053745756020537,0.4244542751591697,5.0,0.30585806012104777,0.328124400607407,3.0,0.7834960070984915 monthly,app_dau__company,app_dau,company,1m,1,TiRex-2 + past & calendar covariates,96,1127,0.5067338709334004,0.42559592086603315,6.0,0.31433352327554015,0.3372168739799817,6.0,0.7586512866015972 monthly,app_dau__company,app_dau,company,1m,1,Toto-2.0-22M + past & calendar covariates,96,1127,0.5083451004219922,0.42694916117077264,7.0,0.32414944619457775,0.34774739203447735,10.0,0.7080745341614907 monthly,app_dau__company,app_dau,company,1m,1,t0-gamma + past & calendar covariates,96,1127,0.5104334554539893,0.4287031299380486,8.0,0.3159147497729809,0.3389132131135391,8.0,0.7772848269742679 monthly,app_dau__company,app_dau,company,1m,1,Chronos-2,96,1127,0.5124872499468649,0.4304280719808114,9.0,0.32856339500169557,0.35248267449220994,12.0,0.7870452528837621 monthly,app_dau__company,app_dau,company,1m,1,TiRex-2,96,1127,0.5172002557553376,0.4343864338787622,10.0,0.32340659812620726,0.3469504649334555,9.0,0.7613132209405501 monthly,app_dau__company,app_dau,company,1m,1,Chronos-2 + past & calendar covariates,96,1127,0.5184695839724336,0.4354525179564678,11.0,0.3153402579489666,0.33829689852194733,7.0,0.7630878438331854 monthly,app_dau__company,app_dau,company,1m,1,Toto-2.0-22M,96,1127,0.5211868107443798,0.4377346638648874,12.0,0.3326890171213885,0.3569086401987247,14.0,0.7391304347826086 monthly,app_dau__company,app_dau,company,1m,1,t0-beta,96,1127,0.5212403848078754,0.43777965967865834,13.0,0.33074361568981325,0.35482161434619763,13.0,0.7763975155279503 monthly,app_dau__company,app_dau,company,1m,1,TimesFM-2.5,96,1127,0.5232446317523307,0.4394629876993355,14.0,0.32671306692822344,0.3504976432989995,11.0,0.8074534161490683 monthly,app_dau__company,app_dau,company,1m,1,t0-beta + past & calendar covariates,96,1127,0.5264486760415548,0.44215400217061224,15.0,0.34061096373919164,0.3654073012592892,15.0,0.7923691215616682 monthly,app_dau__company,app_dau,company,1m,1,AutoETS,96,1127,0.5396023340669203,0.4532015036722399,16.0,0.36342010828101884,0.3898769421057418,17.0,0.7755102040816326 monthly,app_dau__company,app_dau,company,1m,1,t0-alpha + past & calendar covariates,96,1127,0.5500297390523867,0.46195927827857935,17.0,0.36838971813139415,0.39520833750124557,18.0,0.7604259094942325 monthly,app_dau__company,app_dau,company,1m,1,PatchTST-FM-r2,96,1127,0.5579545079836447,0.468615137545963,18.0,0.3591111707378987,0.38525431568866625,16.0,0.6743566992014197 monthly,app_dau__company,app_dau,company,1m,1,AutoTheta,96,1127,0.5647809961079798,0.4743485721281153,19.0,0.3825021076267838,0.4103481031248174,20.0,0.7648624667258208 monthly,app_dau__company,app_dau,company,1m,1,t0-alpha,96,1127,0.565002066197077,0.4745342445955428,20.0,0.37293723446006155,0.4000869111409458,19.0,0.7675244010647737 monthly,app_dau__company,app_dau,company,1m,1,Seasonal Naive,96,1127,1.190645506898332,1.0,21.0,0.9321405526527716,1.0,21.0,0.487133984028394 monthly,app_dau__company,app_dau,company,3m,3,Timestral-209M,96,378,0.6835579319467779,0.5473246426854624,1.0,0.4521849340866887,0.47713757110423777,4.0,0.7592592592592593 monthly,app_dau__company,app_dau,company,3m,3,Timestral-209M + past & calendar covariates,96,378,0.690982926057014,0.5532698333685002,2.0,0.4421663355248777,0.46656612251472224,1.0,0.7610229276895945 monthly,app_dau__company,app_dau,company,3m,3,TimesFM-3.0,96,378,0.6910549272179947,0.5533274846777236,3.0,0.44932338629938606,0.4741181163238834,2.0,0.730599647266314 monthly,app_dau__company,app_dau,company,3m,3,TimesFM-3.0 + past & calendar covariates,96,378,0.6924324800912107,0.5544304908735057,4.0,0.4627950406332477,0.4883331684918584,6.0,0.7107583774250441 monthly,app_dau__company,app_dau,company,3m,3,t0-gamma + past & calendar covariates,96,378,0.69342486486076,0.5552250930776718,5.0,0.4577105559945162,0.48296810993292805,5.0,0.7685185185185185 monthly,app_dau__company,app_dau,company,3m,3,t0-gamma,96,378,0.6985774108495203,0.5593507351928717,6.0,0.45061500279610817,0.47548100728195763,3.0,0.775573192239859 monthly,app_dau__company,app_dau,company,3m,3,TiRex-2,96,378,0.7077452285889815,0.5666914042626686,7.0,0.47337017304685663,0.49949186179093175,9.0,0.724426807760141 monthly,app_dau__company,app_dau,company,3m,3,TiRex-2 + past & calendar covariates,96,378,0.7082388739101476,0.567086665931641,8.0,0.46681951631237706,0.492579724282989,7.0,0.7239858906525574 monthly,app_dau__company,app_dau,company,3m,3,TimesFM-2.5,96,378,0.7112840438386788,0.5695249326317334,9.0,0.493484293769906,0.5207159273960306,11.0,0.7222222222222222 monthly,app_dau__company,app_dau,company,3m,3,Chronos-2 + past & calendar covariates,96,378,0.7113323974091367,0.5695636493219165,10.0,0.4685846302510957,0.49444224139480636,8.0,0.6957671957671958 monthly,app_dau__company,app_dau,company,3m,3,Chronos-2,96,378,0.7163745317451004,0.5736008848579651,11.0,0.48251855415028233,0.5091450722589913,10.0,0.728395061728395 monthly,app_dau__company,app_dau,company,3m,3,Toto-2.0-22M + past & calendar covariates,96,378,0.7258366442540206,0.5811771956663921,12.0,0.49526655031290195,0.5225965330816829,12.0,0.697530864197531 monthly,app_dau__company,app_dau,company,3m,3,t0-beta + past & calendar covariates,96,378,0.7262700265152385,0.5815242047203165,13.0,0.5099152497728364,0.538053582517145,14.0,0.7605820105820106 monthly,app_dau__company,app_dau,company,3m,3,t0-beta,96,378,0.7411390625536123,0.5934298376687962,14.0,0.49583003554135774,0.5231911127613477,13.0,0.7570546737213404 monthly,app_dau__company,app_dau,company,3m,3,Toto-2.0-22M,96,378,0.7548511410776652,0.6044090950629398,15.0,0.5200396179628379,0.5487366373537668,15.0,0.7134038800705468 monthly,app_dau__company,app_dau,company,3m,3,t0-alpha + past & calendar covariates,96,378,0.7631503073084435,0.611054235115534,16.0,0.5513683361822818,0.5817941485404814,18.0,0.7433862433862434 monthly,app_dau__company,app_dau,company,3m,3,AutoETS,96,378,0.767695777762563,0.6146937920219295,17.0,0.5429106941307507,0.5728697937432846,17.0,0.7442680776014109 monthly,app_dau__company,app_dau,company,3m,3,t0-alpha,96,378,0.7778862259993015,0.6228532810415257,18.0,0.5577086661103855,0.5884843529100833,19.0,0.716931216931217 monthly,app_dau__company,app_dau,company,3m,3,PatchTST-FM-r2,96,378,0.7982600293490398,0.6391665796185476,19.0,0.5364697540082916,0.5660734272702062,16.0,0.6102292768959435 monthly,app_dau__company,app_dau,company,3m,3,AutoTheta,96,378,0.8035890600852926,0.6434335330211255,20.0,0.5659138578035129,0.5971423265394146,20.0,0.7173721340388007 monthly,app_dau__company,app_dau,company,3m,3,Seasonal Naive,96,378,1.2489076475579162,1.0,21.0,0.9477034747865248,1.0,21.0,0.4858906525573192 monthly,app_dau__company,app_dau,company,6m,6,Timestral-209M,96,190,0.9097373502060984,0.6788175806332818,1.0,0.6171828949229151,0.6384999008352719,6.0,0.7391228070175438 monthly,app_dau__company,app_dau,company,6m,6,TimesFM-3.0 + past & calendar covariates,96,190,0.9163508456004152,0.6837523642189866,2.0,0.6021996072406651,0.6229991023231908,2.0,0.7189473684210526 monthly,app_dau__company,app_dau,company,6m,6,TimesFM-3.0,96,190,0.9180670236568056,0.6850329226525947,3.0,0.6032936399983433,0.6241309221014679,3.0,0.6924561403508772 monthly,app_dau__company,app_dau,company,6m,6,TiRex-2 + past & calendar covariates,96,190,0.9258261561285421,0.690822544823306,4.0,0.6284730305016537,0.6501799887099394,7.0,0.6805263157894738 monthly,app_dau__company,app_dau,company,6m,6,t0-gamma + past & calendar covariates,96,190,0.9298338492740446,0.6938129602045523,5.0,0.6102776249979256,0.6313561283836758,4.0,0.7392982456140351 monthly,app_dau__company,app_dau,company,6m,6,Timestral-209M + past & calendar covariates,96,190,0.9354682439125577,0.698017169404034,6.0,0.6010050890522458,0.6217633264273813,1.0,0.7122807017543861 monthly,app_dau__company,app_dau,company,6m,6,TiRex-2,96,190,0.9357302512006638,0.6982126710544612,7.0,0.6392946565806554,0.6613753851396833,9.0,0.6889473684210526 monthly,app_dau__company,app_dau,company,6m,6,TimesFM-2.5,96,190,0.9382131826493664,0.7000653569076964,8.0,0.6507880744356948,0.673265776498662,10.0,0.6566666666666666 monthly,app_dau__company,app_dau,company,6m,6,Chronos-2,96,190,0.9423246803143227,0.7031332279773769,9.0,0.6530209668616438,0.6755757912516185,12.0,0.6901754385964912 monthly,app_dau__company,app_dau,company,6m,6,Toto-2.0-22M + past & calendar covariates,96,190,0.9423803304882143,0.703174752398018,10.0,0.6529763693938835,0.6755296534228213,11.0,0.6743859649122806 monthly,app_dau__company,app_dau,company,6m,6,t0-gamma,96,190,0.9424853489158321,0.7032531138667883,11.0,0.6124830444641463,0.6336377212827433,5.0,0.7550877192982456 monthly,app_dau__company,app_dau,company,6m,6,t0-beta + past & calendar covariates,96,190,0.9452461364498963,0.705313127247674,12.0,0.6717093216055767,0.6949096268924554,15.0,0.7198245614035088 monthly,app_dau__company,app_dau,company,6m,6,Chronos-2 + past & calendar covariates,96,190,0.9488354780284916,0.7079913817635477,13.0,0.6373056423617961,0.6593176719529621,8.0,0.6342105263157894 monthly,app_dau__company,app_dau,company,6m,6,Toto-2.0-22M,96,190,0.9689176353281529,0.7229760599555168,14.0,0.6733249991145512,0.6965811086165088,16.0,0.7154385964912281 monthly,app_dau__company,app_dau,company,6m,6,AutoETS,96,190,0.9729763317200126,0.7260045323652987,15.0,0.6695807880467998,0.6927075754788734,14.0,0.7171929824561404 monthly,app_dau__company,app_dau,company,6m,6,t0-beta,96,190,0.9745961521904756,0.727213191779547,16.0,0.6688967790674311,0.6919999413738293,13.0,0.732280701754386 monthly,app_dau__company,app_dau,company,6m,6,t0-alpha + past & calendar covariates,96,190,0.9747959764761375,0.7273622944168237,17.0,0.6991232578205017,0.7232704186427197,18.0,0.6966666666666667 monthly,app_dau__company,app_dau,company,6m,6,t0-alpha,96,190,0.9999893900718673,0.7461608323256747,18.0,0.7017517982350493,0.7259897467508647,19.0,0.6780701754385965 monthly,app_dau__company,app_dau,company,6m,6,AutoTheta,96,190,1.0304571706500112,0.7688949380482064,19.0,0.6918748225189632,0.7157716281556287,17.0,0.6989473684210527 monthly,app_dau__company,app_dau,company,6m,6,PatchTST-FM-r2,96,190,1.087818023244554,0.8116958136772752,20.0,0.8141340197107274,0.8422535606999376,20.0,0.5442105263157895 monthly,app_dau__company,app_dau,company,6m,6,Seasonal Naive,96,190,1.3401794180954876,1.0,21.0,0.9666139244744278,1.0,21.0,0.47228070175438597 monthly,app_dau__retailer,app_dau,retailer,1m,1,Timestral-209M + past & calendar covariates,64,756,0.5293796518858273,0.47530136787041544,1.0,0.24705741657623626,0.42237052249259094,2.0,0.8042328042328042 monthly,app_dau__retailer,app_dau,retailer,1m,1,TimesFM-3.0 + past & calendar covariates,64,756,0.5359636752835172,0.48121280650592946,2.0,0.23790776687784412,0.4067282382928711,1.0,0.7235449735449735 monthly,app_dau__retailer,app_dau,retailer,1m,1,TimesFM-3.0,64,756,0.5503028055538987,0.4940871363131021,3.0,0.251658159533061,0.4302359743112718,3.0,0.7420634920634921 monthly,app_dau__retailer,app_dau,retailer,1m,1,Timestral-209M,64,756,0.5556971520902401,0.49893042841614477,4.0,0.25914488985077483,0.44303532370897813,4.0,0.7923280423280423 monthly,app_dau__retailer,app_dau,retailer,1m,1,TimesFM-2.5,64,756,0.5651771115642559,0.5074419714822686,5.0,0.264881432366005,0.452842543799904,5.0,0.794973544973545 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-gamma,64,756,0.5685844288904548,0.510501217488687,6.0,0.2684534890741203,0.4589493487648717,6.0,0.7777777777777778 monthly,app_dau__retailer,app_dau,retailer,1m,1,TiRex-2 + past & calendar covariates,64,756,0.5693704107288414,0.5112069080863056,7.0,0.31043727523494424,0.5307250272395655,10.0,0.7526455026455027 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-gamma + past & calendar covariates,64,756,0.5740427304754298,0.5154019313720899,8.0,0.3009480447011976,0.5145021940450216,8.0,0.7738095238095238 monthly,app_dau__retailer,app_dau,retailer,1m,1,Chronos-2 + past & calendar covariates,64,756,0.578004001725365,0.5189585426564353,9.0,0.27538924869241826,0.4708067560609589,7.0,0.7764550264550265 monthly,app_dau__retailer,app_dau,retailer,1m,1,TiRex-2,64,756,0.5914148886940498,0.530999452989623,10.0,0.30241860419588107,0.5170162694803333,9.0,0.7619047619047619 monthly,app_dau__retailer,app_dau,retailer,1m,1,Toto-2.0-22M + past & calendar covariates,64,756,0.5980461765424321,0.5369533278200035,11.0,0.32154642274758577,0.5497172781275843,13.0,0.7023809523809523 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-beta + past & calendar covariates,64,756,0.6023618958008643,0.5408281788075135,12.0,0.3113491532118615,0.532283978121905,11.0,0.7817460317460317 monthly,app_dau__retailer,app_dau,retailer,1m,1,Toto-2.0-22M,64,756,0.6194163170802528,0.5561404216061466,13.0,0.33600904741445603,0.5744426493462025,16.0,0.7129629629629629 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-beta,64,756,0.6237852291374346,0.5600630315317203,14.0,0.33225149632965273,0.5680187223215659,15.0,0.7605820105820106 monthly,app_dau__retailer,app_dau,retailer,1m,1,Chronos-2,64,756,0.6258036068314926,0.5618752237371581,15.0,0.31832447512970247,0.5442090213115449,12.0,0.8068783068783069 monthly,app_dau__retailer,app_dau,retailer,1m,1,PatchTST-FM-r2,64,756,0.6466515592658556,0.5805934730579446,16.0,0.32477483765138393,0.5552365914460708,14.0,0.7156084656084656 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-alpha + past & calendar covariates,64,756,0.6601653472911677,0.5927267726864067,17.0,0.3574254438593212,0.6110562215339246,17.0,0.7751322751322751 monthly,app_dau__retailer,app_dau,retailer,1m,1,AutoTheta,64,756,0.6767204026847293,0.6075906618549828,18.0,0.3926069310059478,0.6712026575896165,19.0,0.6746031746031746 monthly,app_dau__retailer,app_dau,retailer,1m,1,t0-alpha,64,756,0.6850968908078324,0.6151114576556492,19.0,0.3945793577712263,0.6745747276734628,20.0,0.7658730158730159 monthly,app_dau__retailer,app_dau,retailer,1m,1,AutoETS,64,756,0.7197845342609378,0.6462556172823553,20.0,0.3835430633711758,0.6557070268097124,18.0,0.7182539682539683 monthly,app_dau__retailer,app_dau,retailer,1m,1,Seasonal Naive,64,756,1.1137768322816095,1.0,21.0,0.584930537098668,1.0,21.0,0.46164021164021163 monthly,app_dau__retailer,app_dau,retailer,3m,3,Timestral-209M + past & calendar covariates,64,253,0.7035793194559853,0.6110644897573623,1.0,0.33981838911827345,0.576150624114772,1.0,0.761528326745718 monthly,app_dau__retailer,app_dau,retailer,3m,3,TimesFM-3.0 + past & calendar covariates,64,253,0.72588121028667,0.6304338674013982,2.0,0.34655311167986097,0.5875691192031822,2.0,0.6376811594202899 monthly,app_dau__retailer,app_dau,retailer,3m,3,Timestral-209M,64,253,0.745513206435087,0.6474844193116316,3.0,0.36818408377151335,0.6242437032454163,5.0,0.7483530961791832 monthly,app_dau__retailer,app_dau,retailer,3m,3,TiRex-2 + past & calendar covariates,64,253,0.7493999335106043,0.6508600740978802,4.0,0.3766730149595622,0.6386363999289364,6.0,0.7140974967061923 monthly,app_dau__retailer,app_dau,retailer,3m,3,TimesFM-3.0,64,253,0.7502965372469561,0.6516387818988598,5.0,0.3649342400378092,0.6187337027410075,4.0,0.6785243741765481 monthly,app_dau__retailer,app_dau,retailer,3m,3,TimesFM-2.5,64,253,0.7563338088050272,0.6568822024516582,6.0,0.36255815009604825,0.6147051223382503,3.0,0.7180500658761528 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-gamma + past & calendar covariates,64,253,0.7581753826465492,0.6584816246471402,7.0,0.4170748800667804,0.7071364003477568,9.0,0.7299077733860342 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-gamma,64,253,0.7682083548335069,0.6671953444234884,8.0,0.3833663383580218,0.6499847041317508,7.0,0.7496706192358366 monthly,app_dau__retailer,app_dau,retailer,3m,3,Chronos-2 + past & calendar covariates,64,253,0.7808469719188802,0.6781720884620763,9.0,0.3999389957274323,0.6780830860686472,8.0,0.6982872200263505 monthly,app_dau__retailer,app_dau,retailer,3m,3,TiRex-2,64,253,0.8127023200699268,0.7058387232332825,10.0,0.47560466461126205,0.8063716771145751,11.0,0.7101449275362318 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-beta + past & calendar covariates,64,253,0.8244551792048671,0.7160461791261524,11.0,0.4525241243442615,0.7672393990932401,10.0,0.7285902503293809 monthly,app_dau__retailer,app_dau,retailer,3m,3,Chronos-2,64,253,0.8656520952539766,0.7518260432992363,12.0,0.5033159221931792,0.8533551802506278,12.0,0.7549407114624506 monthly,app_dau__retailer,app_dau,retailer,3m,3,Toto-2.0-22M + past & calendar covariates,64,253,0.8724173913133568,0.7577017591855122,13.0,0.5109998409219166,0.866383005444833,13.0,0.6745718050065875 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-alpha + past & calendar covariates,64,253,0.8842928406328049,0.76801568567306,14.0,0.5151361140635323,0.873395917130497,14.0,0.7220026350461133 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-beta,64,253,0.8846052112321581,0.768286982136203,15.0,0.5271051081918792,0.8936889432229518,15.0,0.7022397891963109 monthly,app_dau__retailer,app_dau,retailer,3m,3,PatchTST-FM-r2,64,253,0.8878511544166707,0.771106110784497,16.0,0.5397347729946448,0.9151021141739246,16.0,0.6416337285902504 monthly,app_dau__retailer,app_dau,retailer,3m,3,Toto-2.0-22M,64,253,0.9275017118226665,0.8055429496168606,17.0,0.5673489491013475,0.9619210189411841,18.0,0.6574440052700923 monthly,app_dau__retailer,app_dau,retailer,3m,3,t0-alpha,64,253,0.9305999711951043,0.8082338136462618,18.0,0.6043735769048503,1.0246950273518378,21.0,0.7101449275362318 monthly,app_dau__retailer,app_dau,retailer,3m,3,AutoTheta,64,253,0.9683703802965317,0.8410377280412107,19.0,0.6042170512639342,1.024429643403848,20.0,0.5968379446640316 monthly,app_dau__retailer,app_dau,retailer,3m,3,AutoETS,64,253,1.0141722514522733,0.8808170340181917,20.0,0.5420405090129548,0.9190114118709684,17.0,0.6442687747035574 monthly,app_dau__retailer,app_dau,retailer,3m,3,Seasonal Naive,64,253,1.151399453329972,1.0,21.0,0.5898082461342261,1.0,19.0,0.45520421607378125 monthly,app_dau__retailer,app_dau,retailer,6m,6,Timestral-209M + past & calendar covariates,64,127,0.8919812894752789,0.7363099570144543,1.0,0.4396872042324569,0.7362929754083652,4.0,0.6931758530183727 monthly,app_dau__retailer,app_dau,retailer,6m,6,TiRex-2 + past & calendar covariates,64,127,0.901781524112429,0.7443998244024311,2.0,0.43436749940381897,0.7273846850172233,2.0,0.6893700787401574 monthly,app_dau__retailer,app_dau,retailer,6m,6,Timestral-209M,64,127,0.9054722748627467,0.7474464539207658,3.0,0.43726468136759283,0.7322362583809064,3.0,0.7192913385826771 monthly,app_dau__retailer,app_dau,retailer,6m,6,TimesFM-3.0 + past & calendar covariates,64,127,0.9085432867982902,0.7499815033583846,4.0,0.41856875978041336,0.7009283749562432,1.0,0.6614173228346457 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-gamma + past & calendar covariates,64,127,0.9151056080287131,0.7553985479983346,5.0,0.46089607195088,0.7718089971782056,9.0,0.7123359580052494 monthly,app_dau__retailer,app_dau,retailer,6m,6,TimesFM-3.0,64,127,0.9224719179897236,0.7614792667698432,6.0,0.44347456555030473,0.7426352285074352,5.0,0.6388451443569554 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-gamma,64,127,0.9236516016455539,0.7624530683867203,7.0,0.45171743792294944,0.7564386072884045,8.0,0.728740157480315 monthly,app_dau__retailer,app_dau,retailer,6m,6,Chronos-2 + past & calendar covariates,64,127,0.9359056815246707,0.772568528358254,8.0,0.44795816285301165,0.7501433869590914,6.0,0.662729658792651 monthly,app_dau__retailer,app_dau,retailer,6m,6,TimesFM-2.5,64,127,0.9463193161070602,0.7811647432365213,9.0,0.4507852739098374,0.7548776207321071,7.0,0.6538057742782152 monthly,app_dau__retailer,app_dau,retailer,6m,6,TiRex-2,64,127,0.9582022470644695,0.7909738283436796,10.0,0.5267195643451815,0.8820359371488015,12.0,0.6801837270341208 monthly,app_dau__retailer,app_dau,retailer,6m,6,Toto-2.0-22M + past & calendar covariates,64,127,0.9597000095398633,0.7922101966810959,11.0,0.4888968650140572,0.8186986656512067,10.0,0.6522309711286088 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-beta + past & calendar covariates,64,127,0.990332259036657,0.8174964112871315,12.0,0.5000337131607212,0.8373482487631209,11.0,0.6926509186351706 monthly,app_dau__retailer,app_dau,retailer,6m,6,Toto-2.0-22M,64,127,0.9928684109095525,0.8195899460939123,13.0,0.5492827551187196,0.9198198860775763,14.0,0.6746719160104987 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-alpha + past & calendar covariates,64,127,1.0105338931260917,0.8341723937360049,14.0,0.5399880450536491,0.9042551171611929,13.0,0.670734908136483 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-beta,64,127,1.0186345376183845,0.8408592887059861,15.0,0.5640853367195958,0.9446080462644534,15.0,0.6900262467191601 monthly,app_dau__retailer,app_dau,retailer,6m,6,Chronos-2,64,127,1.0193916569992119,0.841484273271615,16.0,0.5687371339331845,0.9523978695261254,16.0,0.7263779527559056 monthly,app_dau__retailer,app_dau,retailer,6m,6,AutoTheta,64,127,1.0313468207768124,0.8513529849038558,17.0,0.6672991201995402,1.1174481539820869,20.0,0.6099737532808399 monthly,app_dau__retailer,app_dau,retailer,6m,6,AutoETS,64,127,1.0484011635150798,0.8654309510189415,18.0,0.5724146327496993,0.9585561486836897,17.0,0.6513123359580053 monthly,app_dau__retailer,app_dau,retailer,6m,6,t0-alpha,64,127,1.0525721063947309,0.8688739680515435,19.0,0.618108845776456,1.0350749278170188,19.0,0.666272965879265 monthly,app_dau__retailer,app_dau,retailer,6m,6,PatchTST-FM-r2,64,127,1.0820903061910288,0.8932405603552249,20.0,0.6741697631345825,1.1289536198699146,21.0,0.5829396325459317 monthly,app_dau__retailer,app_dau,retailer,6m,6,Seasonal Naive,64,127,1.211420925355989,1.0,21.0,0.5971633832152156,1.0,18.0,0.4219160104986877 monthly,app_dau__service,app_dau,service,1m,1,TimesFM-3.0 + past & calendar covariates,92,1043,0.507091461961477,0.44243723715250544,1.0,0.1032311148034437,0.2697975189941894,1.0,0.7612655800575263 monthly,app_dau__service,app_dau,service,1m,1,Timestral-209M,92,1043,0.5108403197520902,0.44570811510604225,2.0,0.10478607673916551,0.27386145720881533,2.0,0.7919463087248322 monthly,app_dau__service,app_dau,service,1m,1,Timestral-209M + past & calendar covariates,92,1043,0.5160304504728668,0.4502365035109237,3.0,0.10706327372519173,0.2798129777194746,5.0,0.7967401725790988 monthly,app_dau__service,app_dau,service,1m,1,t0-gamma,92,1043,0.5175813072999653,0.4515896258986414,4.0,0.10694337755476205,0.27949962559322444,4.0,0.7938638542665388 monthly,app_dau__service,app_dau,service,1m,1,TimesFM-3.0,92,1043,0.5184090630102981,0.45231184265240065,5.0,0.10594585684741852,0.27689257623122693,3.0,0.7708533077660594 monthly,app_dau__service,app_dau,service,1m,1,t0-gamma + past & calendar covariates,92,1043,0.5322316623715124,0.46437205886662325,6.0,0.11031393848540934,0.2883086845522298,7.0,0.7746883988494727 monthly,app_dau__service,app_dau,service,1m,1,TimesFM-2.5,92,1043,0.5341738520494078,0.4660666191177273,7.0,0.11511201351132123,0.3008485930905015,14.0,0.7861936720997124 monthly,app_dau__service,app_dau,service,1m,1,Toto-2.0-22M + past & calendar covariates,92,1043,0.5395270465543842,0.4707372806539329,8.0,0.10962325587224196,0.28650356546773875,6.0,0.7430488974113135 monthly,app_dau__service,app_dau,service,1m,1,Chronos-2 + past & calendar covariates,92,1043,0.5407278592981906,0.4717849896227492,9.0,0.11751948289107393,0.30714058428858637,15.0,0.7766059443911792 monthly,app_dau__service,app_dau,service,1m,1,Chronos-2,92,1043,0.5407900492543543,0.47183925035172547,10.0,0.11259904263535955,0.29428087066562947,11.0,0.7957813998082455 monthly,app_dau__service,app_dau,service,1m,1,TiRex-2,92,1043,0.5494087863022526,0.47935909734829313,11.0,0.11061118607132092,0.28908554975763473,8.0,0.7727708533077661 monthly,app_dau__service,app_dau,service,1m,1,Toto-2.0-22M,92,1043,0.5536318216241594,0.48304369513859036,12.0,0.11364972574597823,0.29702686151377405,13.0,0.7440076701821668 monthly,app_dau__service,app_dau,service,1m,1,TiRex-2 + past & calendar covariates,92,1043,0.557931140398371,0.4867948502314848,13.0,0.11329083577196315,0.2960888921353989,12.0,0.7698945349952061 monthly,app_dau__service,app_dau,service,1m,1,t0-beta,92,1043,0.5630648601839835,0.49127402010248944,14.0,0.11230464702295498,0.2935114591758789,10.0,0.7900287631831256 monthly,app_dau__service,app_dau,service,1m,1,t0-beta + past & calendar covariates,92,1043,0.5633520265349544,0.4915245727078031,15.0,0.11170397586496217,0.2919415876457071,9.0,0.8034515819750719 monthly,app_dau__service,app_dau,service,1m,1,PatchTST-FM-r2,92,1043,0.5716678470172133,0.4987801250387282,16.0,0.12145917256347785,0.31743707775613683,18.0,0.6807286673058485 monthly,app_dau__service,app_dau,service,1m,1,t0-alpha + past & calendar covariates,92,1043,0.5926277226941592,0.5170676139459511,17.0,0.11849911091667478,0.3097008706067912,16.0,0.7689357622243528 monthly,app_dau__service,app_dau,service,1m,1,t0-alpha,92,1043,0.6036471643202025,0.5266820753867558,18.0,0.1212970497612284,0.3170133651002911,17.0,0.7746883988494727 monthly,app_dau__service,app_dau,service,1m,1,AutoETS,92,1043,0.6111982684565092,0.533270412801461,19.0,0.14460310055098216,0.3779244062393951,20.0,0.7555129434324065 monthly,app_dau__service,app_dau,service,1m,1,AutoTheta,92,1043,0.6132490565561831,0.5350597251619873,20.0,0.136168076443845,0.35587922556789986,19.0,0.7353787152444871 monthly,app_dau__service,app_dau,service,1m,1,Seasonal Naive,92,1043,1.146131969418039,1.0,21.0,0.38262440362050537,1.0,21.0,0.46116970278044106 monthly,app_dau__service,app_dau,service,3m,3,Timestral-209M,92,353,0.645204184461324,0.5385864302538065,1.0,0.13607280603307279,0.3512668687837498,2.0,0.8106704438149198 monthly,app_dau__service,app_dau,service,3m,3,TimesFM-3.0,92,353,0.6571147126190187,0.5485287849337376,2.0,0.13648591199853286,0.3523332864111468,3.0,0.7549575070821529 monthly,app_dau__service,app_dau,service,3m,3,t0-gamma,92,353,0.6588267628059404,0.5499579247638821,3.0,0.13427449405433195,0.34662459354680736,1.0,0.8026440037771482 monthly,app_dau__service,app_dau,service,3m,3,Timestral-209M + past & calendar covariates,92,353,0.6658266341481442,0.5558010916391575,4.0,0.14778569390419108,0.38150325154712783,7.0,0.8040604343720491 monthly,app_dau__service,app_dau,service,3m,3,TimesFM-3.0 + past & calendar covariates,92,353,0.6666739075584038,0.5565083560563305,5.0,0.14170334528280715,0.36580189565265614,4.0,0.7053824362606232 monthly,app_dau__service,app_dau,service,3m,3,t0-gamma + past & calendar covariates,92,353,0.676702211692183,0.5648795177056013,6.0,0.14372072689911816,0.37100969098048403,5.0,0.7695939565627952 monthly,app_dau__service,app_dau,service,3m,3,TimesFM-2.5,92,353,0.6792010767224756,0.5669654539545657,7.0,0.1580421351267677,0.407979871660653,14.0,0.7374881964117092 monthly,app_dau__service,app_dau,service,3m,3,Chronos-2,92,353,0.6902271313003467,0.576169491246787,8.0,0.14920393449389083,0.3851643866824227,9.0,0.7847025495750708 monthly,app_dau__service,app_dau,service,3m,3,TiRex-2 + past & calendar covariates,92,353,0.6985929149434059,0.583152858151564,9.0,0.15225253156434174,0.39303422620686324,11.0,0.7525967894239849 monthly,app_dau__service,app_dau,service,3m,3,Chronos-2 + past & calendar covariates,92,353,0.6998315849141368,0.5841868422047758,10.0,0.1624910664260769,0.41946462171837234,17.0,0.7209631728045326 monthly,app_dau__service,app_dau,service,3m,3,Toto-2.0-22M + past & calendar covariates,92,353,0.7017832880313445,0.5858160331494838,11.0,0.148750900833596,0.3839948972014258,8.0,0.7455146364494807 monthly,app_dau__service,app_dau,service,3m,3,TiRex-2,92,353,0.7063576883749484,0.5896345296982475,12.0,0.1526538289507718,0.39407016042834264,12.0,0.7629839471199245 monthly,app_dau__service,app_dau,service,3m,3,Toto-2.0-22M,92,353,0.726627069138169,0.6065544655753412,13.0,0.15430669097771593,0.3983369620447884,13.0,0.7544853635505193 monthly,app_dau__service,app_dau,service,3m,3,t0-beta + past & calendar covariates,92,353,0.7299068453766552,0.6092922701631901,14.0,0.1516135343862384,0.3913846788471986,10.0,0.7865911237016053 monthly,app_dau__service,app_dau,service,3m,3,PatchTST-FM-r2,92,353,0.7394200840297296,0.6172334791164297,15.0,0.16506061949100534,0.42609782702665205,18.0,0.6548630783758262 monthly,app_dau__service,app_dau,service,3m,3,t0-beta,92,353,0.7460710367120709,0.6227853849304935,16.0,0.14662718460444682,0.37851260304033424,6.0,0.7960339943342776 monthly,app_dau__service,app_dau,service,3m,3,t0-alpha + past & calendar covariates,92,353,0.7700143299390718,0.6427721319761857,17.0,0.16083031160957037,0.41517744516033184,16.0,0.7629839471199245 monthly,app_dau__service,app_dau,service,3m,3,AutoETS,92,353,0.7820344811734989,0.6528059948995423,18.0,0.1893426859051535,0.48878107495514533,20.0,0.7346553352219074 monthly,app_dau__service,app_dau,service,3m,3,t0-alpha,92,353,0.7829031324134468,0.6535311045341762,19.0,0.1595836294639145,0.4119591817435643,15.0,0.7577903682719547 monthly,app_dau__service,app_dau,service,3m,3,AutoTheta,92,353,0.7911921041999072,0.6604503524753089,20.0,0.1723157483262531,0.4448266712599426,19.0,0.6954674220963173 monthly,app_dau__service,app_dau,service,3m,3,Seasonal Naive,92,353,1.1979584858038002,1.0,21.0,0.3873772852652472,1.0,21.0,0.443342776203966 monthly,app_dau__service,app_dau,service,6m,6,Timestral-209M,92,178,0.8271519030835576,0.6536981253439366,1.0,0.18922294422790198,0.4808368359599824,2.0,0.7925093632958802 monthly,app_dau__service,app_dau,service,6m,6,TimesFM-3.0,92,178,0.8341478282914341,0.6592270048355833,2.0,0.19464421871685136,0.4946129056790826,3.0,0.7168539325842697 monthly,app_dau__service,app_dau,service,6m,6,t0-gamma,92,178,0.8400568693855196,0.6638969198431944,3.0,0.1853317908673615,0.4709489765476277,1.0,0.7823970037453184 monthly,app_dau__service,app_dau,service,6m,6,Timestral-209M + past & calendar covariates,92,178,0.8602196679496534,0.6798315789716161,4.0,0.21217954385309473,0.5391721439387182,16.0,0.7391385767790262 monthly,app_dau__service,app_dau,service,6m,6,TimesFM-2.5,92,178,0.8606750290533864,0.6801914508388693,5.0,0.21557428861803335,0.5477985731401305,18.0,0.6741573033707865 monthly,app_dau__service,app_dau,service,6m,6,t0-gamma + past & calendar covariates,92,178,0.865615726296199,0.6840960837285216,6.0,0.1971045765105877,0.5008649522355764,5.0,0.7559925093632959 monthly,app_dau__service,app_dau,service,6m,6,TimesFM-3.0 + past & calendar covariates,92,178,0.8706932491147534,0.6881088498667683,7.0,0.20223602054711626,0.5139045300970135,9.0,0.7189138576779026 monthly,app_dau__service,app_dau,service,6m,6,Chronos-2,92,178,0.8748342622230528,0.6913814924077921,8.0,0.19670580543480443,0.499851629971015,4.0,0.7722846441947566 monthly,app_dau__service,app_dau,service,6m,6,TiRex-2,92,178,0.8758973974924937,0.6922216881808173,9.0,0.19768388187021776,0.5023370324704325,6.0,0.7524344569288389 monthly,app_dau__service,app_dau,service,6m,6,TiRex-2 + past & calendar covariates,92,178,0.8851845030003536,0.6995612873979953,10.0,0.20658459928045866,0.524954758955861,12.0,0.7368913857677902 monthly,app_dau__service,app_dau,service,6m,6,Chronos-2 + past & calendar covariates,92,178,0.8977752137086036,0.7095117257105327,11.0,0.21393942980029979,0.5436442125557529,17.0,0.6805243445692885 monthly,app_dau__service,app_dau,service,6m,6,Toto-2.0-22M + past & calendar covariates,92,178,0.9117162858934194,0.7205293546593691,12.0,0.20465887057795923,0.5200612651990366,10.0,0.7207865168539327 monthly,app_dau__service,app_dau,service,6m,6,t0-beta + past & calendar covariates,92,178,0.9129166065645226,0.7214779680514034,13.0,0.2013472319148168,0.511646017972409,8.0,0.7623595505617977 monthly,app_dau__service,app_dau,service,6m,6,Toto-2.0-22M,92,178,0.9186385891984115,0.7260000507632725,14.0,0.20838934787462096,0.5295408286170277,13.0,0.7400749063670411 monthly,app_dau__service,app_dau,service,6m,6,t0-beta,92,178,0.9349706918834165,0.7389073110480064,15.0,0.19907375728951573,0.5058688626177791,7.0,0.7857677902621724 monthly,app_dau__service,app_dau,service,6m,6,t0-alpha + past & calendar covariates,92,178,0.9359335608092588,0.739668266332554,16.0,0.20904627615269591,0.5312101574395501,14.0,0.7323970037453184 monthly,app_dau__service,app_dau,service,6m,6,AutoETS,92,178,0.9461858042639664,0.7477706140415152,17.0,0.25588813522742554,0.6502406027160442,20.0,0.7337078651685393 monthly,app_dau__service,app_dau,service,6m,6,t0-alpha,92,178,0.9525719825860578,0.7528176105867695,18.0,0.2062375990412166,0.5240729922240551,11.0,0.7385767790262172 monthly,app_dau__service,app_dau,service,6m,6,AutoTheta,92,178,0.9639575573881488,0.7618156300271458,19.0,0.2100939955568535,0.5338725305747142,15.0,0.697752808988764 monthly,app_dau__service,app_dau,service,6m,6,PatchTST-FM-r2,92,178,0.9696702237253173,0.7663303500699832,20.0,0.2310027003956672,0.5870039070033972,19.0,0.6104868913857678 monthly,app_dau__service,app_dau,service,6m,6,Seasonal Naive,92,178,1.2653423208891108,1.0,21.0,0.39352838650583344,1.0,21.0,0.4413857677902622 monthly,app_downloads,app_downloads,original,1m,1,Timestral-209M,100,1162,0.5354032695709399,0.550540024078396,1.0,0.8666808839049321,0.4667504713876423,1.0,0.7969018932874354 monthly,app_downloads,app_downloads,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1162,0.5414443132266286,0.5567518582390778,2.0,0.8822899096252577,0.4751567028485671,6.0,0.7771084337349398 monthly,app_downloads,app_downloads,original,1m,1,Timestral-209M + past & calendar covariates,100,1162,0.5431613466748314,0.5585174351222271,3.0,0.8782168504374063,0.4729631592603507,3.0,0.8115318416523236 monthly,app_downloads,app_downloads,original,1m,1,t0-gamma,100,1162,0.5434170529313901,0.5587803706264418,4.0,0.8756665322916859,0.4715896869491349,2.0,0.8003442340791739 monthly,app_downloads,app_downloads,original,1m,1,t0-gamma + past & calendar covariates,100,1162,0.5443178367803605,0.5597066211558773,5.0,0.8822030369518302,0.4751099176222791,5.0,0.7848537005163512 monthly,app_downloads,app_downloads,original,1m,1,TimesFM-3.0,100,1162,0.5476259921635962,0.5631083036779156,6.0,0.8800966473480446,0.4739755227616665,4.0,0.7882960413080895 monthly,app_downloads,app_downloads,original,1m,1,PatchTST-FM-r2,100,1162,0.5480084150696186,0.5635015383252469,7.0,0.932715884178477,0.502313581268281,17.0,0.7616179001721171 monthly,app_downloads,app_downloads,original,1m,1,t0-beta + past & calendar covariates,100,1162,0.550875592903976,0.5664497761184698,8.0,0.884327770086341,0.47625419138038666,7.0,0.7900172117039587 monthly,app_downloads,app_downloads,original,1m,1,Chronos-2 + past & calendar covariates,100,1162,0.5511388710882857,0.5667204976216189,9.0,0.9319422511630552,0.5018969416707831,16.0,0.8382099827882961 monthly,app_downloads,app_downloads,original,1m,1,Chronos-2,100,1162,0.5534907961436971,0.5691389155697842,10.0,0.8967046460965427,0.48291975054910796,9.0,0.7857142857142857 monthly,app_downloads,app_downloads,original,1m,1,t0-beta,100,1162,0.55499232923986,0.5706828995420496,11.0,0.8937041665148067,0.4813038440659117,8.0,0.7822719449225474 monthly,app_downloads,app_downloads,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1162,0.5569007429494504,0.5726452673297387,12.0,0.9002096791367228,0.48480738399541434,10.0,0.7641996557659209 monthly,app_downloads,app_downloads,original,1m,1,Toto-2.0-22M,100,1162,0.5582768897604083,0.5740603201347905,13.0,0.9068231702773147,0.48836907569153337,11.0,0.7676419965576592 monthly,app_downloads,app_downloads,original,1m,1,t0-alpha + past & calendar covariates,100,1162,0.5701220639490805,0.5862403773994207,14.0,0.917408494022466,0.49406979546001295,13.0,0.7882960413080895 monthly,app_downloads,app_downloads,original,1m,1,TiRex-2 + past & calendar covariates,100,1162,0.5704892084224072,0.586617901666965,15.0,0.9082926796632363,0.48916047909193733,12.0,0.7633390705679862 monthly,app_downloads,app_downloads,original,1m,1,TimesFM-2.5,100,1162,0.5719346974818675,0.5881042571429748,16.0,0.961809021641578,0.5179816730391125,18.0,0.8098106712564543 monthly,app_downloads,app_downloads,original,1m,1,TiRex-2,100,1162,0.5748260075570545,0.591077309436225,17.0,0.9195877463918499,0.495243430519436,14.0,0.7633390705679862 monthly,app_downloads,app_downloads,original,1m,1,t0-alpha,100,1162,0.5786328061145568,0.5949917326170705,18.0,0.9214567815550646,0.4962499982881168,15.0,0.7779690189328744 monthly,app_downloads,app_downloads,original,1m,1,AutoTheta,100,1162,0.6278385634062884,0.6455886197557963,19.0,1.0681238181154202,0.5752374430591771,19.0,0.7960413080895009 monthly,app_downloads,app_downloads,original,1m,1,AutoETS,100,1162,0.6428656909489344,0.6610405895687324,20.0,1.0726731888324421,0.5776875039363939,20.0,0.8416523235800344 monthly,app_downloads,app_downloads,original,1m,1,Seasonal Naive,100,1162,0.9725056238503367,1.0,21.0,1.8568398684811236,1.0,21.0,0.7994836488812392 monthly,app_downloads,app_downloads,original,3m,3,Timestral-209M + past & calendar covariates,100,392,0.6148070819993706,0.6295640638064539,1.0,1.0233700384368418,0.5508599082756447,2.0,0.8414115646258503 monthly,app_downloads,app_downloads,original,3m,3,Timestral-209M,100,392,0.6354302942149529,0.6506822871830645,2.0,1.0222754364514517,0.5502707056151961,1.0,0.8116496598639457 monthly,app_downloads,app_downloads,original,3m,3,Chronos-2 + past & calendar covariates,100,392,0.646255327075354,0.6617671492120929,3.0,1.078513503665611,0.5805425480413346,10.0,0.8307823129251701 monthly,app_downloads,app_downloads,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,392,0.6485052508533101,0.6640710770593428,4.0,1.0464180871710398,0.5632662183441375,3.0,0.7733843537414966 monthly,app_downloads,app_downloads,original,3m,3,t0-gamma,100,392,0.6500123667569857,0.6656143676959108,5.0,1.0496469847810328,0.5650042702456658,5.0,0.8154761904761906 monthly,app_downloads,app_downloads,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,392,0.653579292991274,0.6692669095112289,6.0,1.0745622247486186,0.5784156525294134,7.0,0.7704081632653061 monthly,app_downloads,app_downloads,original,3m,3,t0-gamma + past & calendar covariates,100,392,0.6546544841168366,0.6703679080426324,7.0,1.0482842597803985,0.5642707422541673,4.0,0.800595238095238 monthly,app_downloads,app_downloads,original,3m,3,Chronos-2,100,392,0.6551940964742452,0.67092047251132,8.0,1.0765866208932122,0.5795053450478965,8.0,0.7920918367346939 monthly,app_downloads,app_downloads,original,3m,3,Toto-2.0-22M,100,392,0.6561391242971762,0.6718881834795799,9.0,1.0800237831445907,0.5813555016983833,11.0,0.7840136054421768 monthly,app_downloads,app_downloads,original,3m,3,TimesFM-3.0,100,392,0.6594351290029844,0.6752633009394596,10.0,1.059370859354938,0.570238440149689,6.0,0.7716836734693877 monthly,app_downloads,app_downloads,original,3m,3,PatchTST-FM-r2,100,392,0.6663817271360059,0.6823766356395627,11.0,1.2037689376403455,0.6479650777997203,18.0,0.7495748299319728 monthly,app_downloads,app_downloads,original,3m,3,t0-beta,100,392,0.6703511554724186,0.6864413406626957,12.0,1.0848788772506066,0.5839689031010614,12.0,0.8048469387755102 monthly,app_downloads,app_downloads,original,3m,3,t0-beta + past & calendar covariates,100,392,0.672254807541041,0.6883906853717677,13.0,1.0778277827628768,0.5801734380035228,9.0,0.7818877551020408 monthly,app_downloads,app_downloads,original,3m,3,TiRex-2 + past & calendar covariates,100,392,0.6838755348811437,0.7002903406340818,14.0,1.0914265613303464,0.5874933923044904,13.0,0.7665816326530612 monthly,app_downloads,app_downloads,original,3m,3,t0-alpha + past & calendar covariates,100,392,0.6878638873710793,0.7043744240400355,15.0,1.1191581438808065,0.6024207562552845,15.0,0.7908163265306123 monthly,app_downloads,app_downloads,original,3m,3,TiRex-2,100,392,0.6970082379092518,0.7137382629648586,16.0,1.1071613512050205,0.5959631193646445,14.0,0.7678571428571429 monthly,app_downloads,app_downloads,original,3m,3,TimesFM-2.5,100,392,0.6976995999371174,0.714446219493936,17.0,1.1522288986978786,0.6202220913353744,17.0,0.7895408163265306 monthly,app_downloads,app_downloads,original,3m,3,t0-alpha,100,392,0.7015613786566222,0.7184006910271303,18.0,1.1396161052516054,0.6134328733790559,16.0,0.7670068027210885 monthly,app_downloads,app_downloads,original,3m,3,AutoTheta,100,392,0.7439544541514778,0.7618113114757451,19.0,1.251709541515554,0.6737705593572167,19.0,0.7814625850340136 monthly,app_downloads,app_downloads,original,3m,3,AutoETS,100,392,0.7783483699819103,0.797030771456602,20.0,1.3160980499297723,0.7084296235342759,20.0,0.8299319727891156 monthly,app_downloads,app_downloads,original,3m,3,Seasonal Naive,100,392,0.9765599997594209,1.0,21.0,1.8577682330164385,1.0,21.0,0.7946428571428571 monthly,app_downloads,app_downloads,original,6m,6,Timestral-209M + past & calendar covariates,100,198,0.7102335061741569,0.7212613423293719,1.0,1.2734436710191812,0.6916424232787258,2.0,0.8555555555555556 monthly,app_downloads,app_downloads,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,198,0.7262660763388428,0.7375428511253476,2.0,1.2784802156243191,0.6943779097355873,3.0,0.8004208754208755 monthly,app_downloads,app_downloads,original,6m,6,Chronos-2 + past & calendar covariates,100,198,0.730728802986064,0.7420748707837309,3.0,1.3066065971013918,0.7096541242125851,4.0,0.8388888888888889 monthly,app_downloads,app_downloads,original,6m,6,Timestral-209M,100,198,0.7308136519773252,0.7421610372301184,4.0,1.259904435018029,0.684288890326864,1.0,0.8267676767676767 monthly,app_downloads,app_downloads,original,6m,6,t0-gamma + past & calendar covariates,100,198,0.7334785314862463,0.7448672944751534,5.0,1.3153499873565329,0.714402900904763,6.0,0.8167508417508418 monthly,app_downloads,app_downloads,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,198,0.7406286825731044,0.7521284663657127,6.0,1.3420588462260412,0.7289092197093723,10.0,0.7756734006734007 monthly,app_downloads,app_downloads,original,6m,6,t0-gamma,100,198,0.740965996512688,0.7524710177980733,7.0,1.3462075815054855,0.7311625124050125,13.0,0.8268518518518518 monthly,app_downloads,app_downloads,original,6m,6,Chronos-2,100,198,0.7441829179955727,0.7557378886042848,8.0,1.3398156078104464,0.7276908549798887,9.0,0.8009259259259259 monthly,app_downloads,app_downloads,original,6m,6,TimesFM-3.0,100,198,0.7481145619918858,0.7597305794611515,9.0,1.309321168562278,0.711128482934607,5.0,0.7867845117845118 monthly,app_downloads,app_downloads,original,6m,6,Toto-2.0-22M,100,198,0.7503575457209607,0.7620083901265059,10.0,1.3435770000022762,0.7297337709483482,12.0,0.7920033670033669 monthly,app_downloads,app_downloads,original,6m,6,t0-beta + past & calendar covariates,100,198,0.7620714386272219,0.7739041653159698,11.0,1.3264236803315232,0.720417329354305,7.0,0.8029461279461279 monthly,app_downloads,app_downloads,original,6m,6,t0-beta,100,198,0.7687572775911887,0.7806938156828257,12.0,1.381117207007961,0.7501228940283009,16.0,0.8167508417508418 monthly,app_downloads,app_downloads,original,6m,6,TiRex-2 + past & calendar covariates,100,198,0.774831035182442,0.7868618808545867,13.0,1.3330558426483843,0.7240194398526362,8.0,0.782996632996633 monthly,app_downloads,app_downloads,original,6m,6,t0-alpha + past & calendar covariates,100,198,0.7761016074112684,0.7881521813308714,14.0,1.3433483408589943,0.7296095798533172,11.0,0.8052188552188553 monthly,app_downloads,app_downloads,original,6m,6,PatchTST-FM-r2,100,198,0.7805629595623224,0.792682805151207,15.0,1.8129324391830852,0.9846536709972101,20.0,0.7535353535353535 monthly,app_downloads,app_downloads,original,6m,6,TimesFM-2.5,100,198,0.7827671681242702,0.7949212385852029,16.0,1.3540777912043696,0.7354370406246168,14.0,0.8037878787878788 monthly,app_downloads,app_downloads,original,6m,6,TiRex-2,100,198,0.7874642377635789,0.7996912398926767,17.0,1.3630199556818936,0.7402937770860276,15.0,0.789057239057239 monthly,app_downloads,app_downloads,original,6m,6,t0-alpha,100,198,0.8003252881852636,0.8127519845777288,18.0,1.4029773845074613,0.7619957600868027,17.0,0.7737373737373737 monthly,app_downloads,app_downloads,original,6m,6,AutoTheta,100,198,0.8039816441052342,0.8164651129445919,19.0,1.4397855896230498,0.781987312726356,18.0,0.8308080808080808 monthly,app_downloads,app_downloads,original,6m,6,AutoETS,100,198,0.8667212481135618,0.8801788783624169,20.0,1.557000941174044,0.84565020700052,19.0,0.8488215488215488 monthly,app_downloads,app_downloads,original,6m,6,Seasonal Naive,100,198,0.9847103462947291,1.0,21.0,1.8411879146776897,1.0,21.0,0.7986531986531986 monthly,app_downloads__company,app_downloads,company,1m,1,Timestral-209M + past & calendar covariates,100,1168,0.47438974848018994,0.46615677299580294,1.0,0.77259249546485,0.38143477340139037,1.0,0.800513698630137 monthly,app_downloads__company,app_downloads,company,1m,1,Timestral-209M,100,1168,0.49039080668200835,0.48188013480910985,2.0,0.7801957834302905,0.3851885743239043,2.0,0.785958904109589 monthly,app_downloads__company,app_downloads,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1168,0.49146913431374767,0.48293974819800417,3.0,0.794321372983977,0.39216248499764134,3.0,0.7816780821917808 monthly,app_downloads__company,app_downloads,company,1m,1,PatchTST-FM-r2,100,1168,0.49991952657403516,0.4912434849444757,4.0,0.8444573215643211,0.41691498298107194,13.0,0.7688356164383562 monthly,app_downloads__company,app_downloads,company,1m,1,t0-gamma + past & calendar covariates,100,1168,0.5070370093208226,0.4982374446574021,5.0,0.8038798238787621,0.39688156468392155,4.0,0.7945205479452054 monthly,app_downloads__company,app_downloads,company,1m,1,t0-gamma,100,1168,0.509915019136876,0.5010655069686131,6.0,0.8065733660334276,0.3982113868701877,7.0,0.7893835616438356 monthly,app_downloads__company,app_downloads,company,1m,1,TiRex-2 + past & calendar covariates,100,1168,0.5113049942711059,0.5024313592560894,7.0,0.8316381521225914,0.41058606182288987,11.0,0.7842465753424658 monthly,app_downloads__company,app_downloads,company,1m,1,TimesFM-3.0,100,1168,0.5117133043346767,0.5028325831489447,8.0,0.8207211481546306,0.40519625418278876,8.0,0.7808219178082192 monthly,app_downloads__company,app_downloads,company,1m,1,t0-beta,100,1168,0.5121413855338435,0.5032532350517801,9.0,0.8061683255969379,0.39801141533536466,5.0,0.7902397260273972 monthly,app_downloads__company,app_downloads,company,1m,1,Toto-2.0-22M,100,1168,0.5145357625742415,0.5056060579744149,10.0,0.8065500783313831,0.3981998895551031,6.0,0.771404109589041 monthly,app_downloads__company,app_downloads,company,1m,1,Chronos-2,100,1168,0.5148895676144303,0.5059537227718361,11.0,0.8570294412328321,0.42312193379289464,14.0,0.7816780821917808 monthly,app_downloads__company,app_downloads,company,1m,1,Chronos-2 + past & calendar covariates,100,1168,0.5165769724952785,0.5076118429494192,12.0,0.906384035648302,0.44748867130029873,17.0,0.836472602739726 monthly,app_downloads__company,app_downloads,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1168,0.5193546138167549,0.5103412786488782,13.0,0.8265750891241578,0.40808638922852625,9.0,0.7611301369863014 monthly,app_downloads__company,app_downloads,company,1m,1,t0-beta + past & calendar covariates,100,1168,0.5216411271433636,0.5125881098191525,14.0,0.8315275145220105,0.4105314392005437,10.0,0.7876712328767124 monthly,app_downloads__company,app_downloads,company,1m,1,TiRex-2,100,1168,0.5232161334198965,0.5141357820563137,15.0,0.844030005425237,0.41670401376296656,12.0,0.7851027397260274 monthly,app_downloads__company,app_downloads,company,1m,1,t0-alpha + past & calendar covariates,100,1168,0.5316268988487598,0.5224005796901254,16.0,0.8620679342455937,0.42560947599902343,16.0,0.8056506849315068 monthly,app_downloads__company,app_downloads,company,1m,1,t0-alpha,100,1168,0.5348137930028161,0.5255321656898091,17.0,0.8613713602447914,0.42526557213286764,15.0,0.8125 monthly,app_downloads__company,app_downloads,company,1m,1,TimesFM-2.5,100,1168,0.5566116609588243,0.5469517343400911,18.0,0.9180350383265029,0.453240859669388,18.0,0.8176369863013698 monthly,app_downloads__company,app_downloads,company,1m,1,AutoTheta,100,1168,0.562118896558929,0.5523633925466546,19.0,1.3491940867549204,0.6661073512579473,20.0,0.8287671232876712 monthly,app_downloads__company,app_downloads,company,1m,1,AutoETS,100,1168,0.6043396161578928,0.5938513767724256,20.0,1.3242836632584556,0.6538088862877565,19.0,0.827054794520548 monthly,app_downloads__company,app_downloads,company,1m,1,Seasonal Naive,100,1168,1.0176613876732434,1.0,21.0,2.02549046217094,1.0,21.0,0.8450342465753424 monthly,app_downloads__company,app_downloads,company,3m,3,Toto-2.0-22M,100,394,0.6419885042904389,0.5990231097117868,1.0,0.9730704668491413,0.4789321924200007,1.0,0.761844331641286 monthly,app_downloads__company,app_downloads,company,3m,3,Timestral-209M + past & calendar covariates,100,394,0.6546912962554619,0.6108757611129519,2.0,1.0278465809310624,0.5058922588316861,2.0,0.794839255499154 monthly,app_downloads__company,app_downloads,company,3m,3,Timestral-209M,100,394,0.6714840075347689,0.6265446119783435,3.0,1.0354761792214913,0.509647444464183,4.0,0.7813028764805414 monthly,app_downloads__company,app_downloads,company,3m,3,Chronos-2 + past & calendar covariates,100,394,0.6715568776583354,0.6266126052332572,4.0,1.0382312694076348,0.5110034627877451,5.0,0.8075296108291032 monthly,app_downloads__company,app_downloads,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,394,0.6721379117616192,0.6271547533450562,5.0,1.039461233172693,0.5116088344053874,6.0,0.772419627749577 monthly,app_downloads__company,app_downloads,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,394,0.6800043823035121,0.63449475649927,6.0,1.033025797283061,0.508441399440703,3.0,0.7428087986463622 monthly,app_downloads__company,app_downloads,company,3m,3,t0-gamma + past & calendar covariates,100,394,0.6810156464828944,0.6354383413289443,7.0,1.0610012181286894,0.5222105252090079,7.0,0.7694585448392556 monthly,app_downloads__company,app_downloads,company,3m,3,t0-gamma,100,394,0.6871410374147096,0.6411537874773636,8.0,1.0646887170622195,0.5240254625737196,8.0,0.7804568527918782 monthly,app_downloads__company,app_downloads,company,3m,3,Chronos-2,100,394,0.694102328594585,0.647649190840991,9.0,1.0815983549701056,0.5323481588553938,11.0,0.77834179357022 monthly,app_downloads__company,app_downloads,company,3m,3,t0-beta + past & calendar covariates,100,394,0.697692903636973,0.6509994648928948,10.0,1.0958761715835843,0.5393755081036,14.0,0.766497461928934 monthly,app_downloads__company,app_downloads,company,3m,3,TiRex-2 + past & calendar covariates,100,394,0.69869596922932,0.6519353998299802,11.0,1.0816167212253307,0.5323571984791221,12.0,0.7766497461928934 monthly,app_downloads__company,app_downloads,company,3m,3,t0-beta,100,394,0.6999833510097072,0.653136622955192,12.0,1.075437778036864,0.5293160057711845,9.0,0.7787648054145515 monthly,app_downloads__company,app_downloads,company,3m,3,PatchTST-FM-r2,100,394,0.7029895024317925,0.655941586223362,13.0,1.0903632130277763,0.5366621040719236,13.0,0.751269035532995 monthly,app_downloads__company,app_downloads,company,3m,3,TimesFM-3.0,100,394,0.7046937499536776,0.6575317761464768,14.0,1.076222887517291,0.5297024260948515,10.0,0.7614213197969543 monthly,app_downloads__company,app_downloads,company,3m,3,t0-alpha + past & calendar covariates,100,394,0.708159934087261,0.6607659842119742,15.0,1.1351225206363467,0.5586920331001748,16.0,0.7829949238578681 monthly,app_downloads__company,app_downloads,company,3m,3,t0-alpha,100,394,0.7113342570150465,0.6637278640255905,16.0,1.1386037848972796,0.5604054645336461,17.0,0.7944162436548223 monthly,app_downloads__company,app_downloads,company,3m,3,TiRex-2,100,394,0.7146788492814613,0.6668486178190873,17.0,1.1074578747639334,0.5450758665926243,15.0,0.7851099830795262 monthly,app_downloads__company,app_downloads,company,3m,3,TimesFM-2.5,100,394,0.7399625939033048,0.6904402354684953,18.0,1.1778023706364358,0.5796984810698556,18.0,0.7863790186125211 monthly,app_downloads__company,app_downloads,company,3m,3,AutoTheta,100,394,0.7480531866698691,0.6979893613578998,19.0,1.671890894937558,0.8228822054298567,19.0,0.8295262267343485 monthly,app_downloads__company,app_downloads,company,3m,3,AutoETS,100,394,0.7947861610129305,0.7415947085408724,20.0,2.106655169840192,1.0368673323644428,21.0,0.8181049069373942 monthly,app_downloads__company,app_downloads,company,3m,3,Seasonal Naive,100,394,1.0717257713134378,1.0,21.0,2.031749968471121,1.0,20.0,0.8426395939086294 monthly,app_downloads__company,app_downloads,company,6m,6,Chronos-2 + past & calendar covariates,100,200,0.8675612771446636,0.7393417043191592,1.0,1.307668028207633,0.6408074289839272,5.0,0.8278333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,Timestral-209M + past & calendar covariates,100,200,0.8732274382601402,0.7441704459036742,2.0,1.295253797858441,0.6347239805388477,2.0,0.8236666666666668 monthly,app_downloads__company,app_downloads,company,6m,6,Timestral-209M,100,200,0.886013482585938,0.7550668010688661,3.0,1.2954391001382735,0.6348147857546692,4.0,0.8011666666666666 monthly,app_downloads__company,app_downloads,company,6m,6,t0-gamma,100,200,0.8953035358178438,0.7629838485105163,4.0,1.3221388906623204,0.6478987059477591,7.0,0.7913333333333334 monthly,app_downloads__company,app_downloads,company,6m,6,t0-alpha + past & calendar covariates,100,200,0.897422274402018,0.7647894521457843,5.0,1.3330545039235493,0.6532477746095497,10.0,0.7946666666666666 monthly,app_downloads__company,app_downloads,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.8975501294282262,0.764898411080989,6.0,1.2953583119727674,0.6347751964586754,3.0,0.7853333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,t0-gamma + past & calendar covariates,100,200,0.8982675924601635,0.7655098380254515,7.0,1.310066735106456,0.6419828872558769,6.0,0.7805 monthly,app_downloads__company,app_downloads,company,6m,6,TiRex-2 + past & calendar covariates,100,200,0.9018197120443122,0.7685369788355317,8.0,1.3319198311099747,0.652691741462971,8.0,0.792 monthly,app_downloads__company,app_downloads,company,6m,6,t0-beta + past & calendar covariates,100,200,0.9018673029887289,0.7685775361666184,9.0,1.353624046862751,0.6633276386437811,13.0,0.7743333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,t0-alpha,100,200,0.9025519091086954,0.7691609622240714,10.0,1.3326611471235614,0.653055014708538,9.0,0.7993333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,Chronos-2,100,200,0.9026124505027775,0.7692125560176877,11.0,1.3594897929434484,0.6662020789328782,14.0,0.8016666666666667 monthly,app_downloads__company,app_downloads,company,6m,6,Toto-2.0-22M,100,200,0.9087053962170464,0.7744050063810072,12.0,1.2866277953266108,0.630496908846648,1.0,0.78625 monthly,app_downloads__company,app_downloads,company,6m,6,t0-beta,100,200,0.9187355112437758,0.7829527395887248,13.0,1.3509838123685591,0.662033822597474,12.0,0.7979999999999999 monthly,app_downloads__company,app_downloads,company,6m,6,TiRex-2,100,200,0.9215983226088771,0.7853924471800829,14.0,1.374080400707231,0.673352035685463,16.0,0.7963333333333334 monthly,app_downloads__company,app_downloads,company,6m,6,TimesFM-3.0,100,200,0.9216491931075173,0.7854357993698994,15.0,1.3388036625903577,0.65606508259952,11.0,0.772 monthly,app_downloads__company,app_downloads,company,6m,6,AutoTheta,100,200,0.9237588420214061,0.7872336567254549,16.0,1.9886689984173431,0.9745239927006275,19.0,0.8515 monthly,app_downloads__company,app_downloads,company,6m,6,PatchTST-FM-r2,100,200,0.9253846925782026,0.7886192177841347,17.0,1.399767119073829,0.6859395117118482,18.0,0.7278333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.9326582871794861,0.7948178252724019,18.0,1.3702232383963993,0.6714618783899867,15.0,0.7594166666666666 monthly,app_downloads__company,app_downloads,company,6m,6,TimesFM-2.5,100,200,0.9389319105073035,0.8001642503441972,19.0,1.3864875530366159,0.6794320156296868,17.0,0.7853333333333333 monthly,app_downloads__company,app_downloads,company,6m,6,AutoETS,100,200,0.9772945756288306,0.8328571781642635,20.0,2.01840434091517,0.9890954496491517,20.0,0.8426666666666667 monthly,app_downloads__company,app_downloads,company,6m,6,Seasonal Naive,100,200,1.1734239690206283,1.0,21.0,2.040656785582353,1.0,21.0,0.8415 monthly,app_downloads__product,app_downloads,product,1m,1,Timestral-209M + past & calendar covariates,100,1157,0.19519883404900962,0.34547113482409125,1.0,1.0126337436101613,0.28206089019602476,5.0,0.8401037165082109 monthly,app_downloads__product,app_downloads,product,1m,1,Timestral-209M,100,1157,0.19625067273682806,0.3473327233264144,2.0,1.0174243422687566,0.28339527247465385,6.0,0.8357821953327571 monthly,app_downloads__product,app_downloads,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1157,0.19743284441988226,0.34942498066438143,3.0,1.0115941458841842,0.28177131870792727,4.0,0.8401037165082109 monthly,app_downloads__product,app_downloads,product,1m,1,TimesFM-3.0,100,1157,0.19746026415017245,0.3494735092602927,4.0,0.9960558525015082,0.27744325351031734,1.0,0.8236819360414867 monthly,app_downloads__product,app_downloads,product,1m,1,t0-gamma,100,1157,0.19947664594498998,0.353042186861714,5.0,0.9983426217965238,0.278080214491615,2.0,0.8392394122731202 monthly,app_downloads__product,app_downloads,product,1m,1,t0-gamma + past & calendar covariates,100,1157,0.20191242541918034,0.35735313217667675,6.0,1.0209884169773042,0.28438801648635753,7.0,0.8202247191011236 monthly,app_downloads__product,app_downloads,product,1m,1,t0-beta + past & calendar covariates,100,1157,0.20360283422736222,0.3603448890287316,7.0,1.007763102443559,0.28070421272803964,3.0,0.8349178910976663 monthly,app_downloads__product,app_downloads,product,1m,1,Chronos-2 + past & calendar covariates,100,1157,0.20493983799140938,0.36271117471829406,8.0,1.1418947346837132,0.31806548755404285,17.0,0.874675885911841 monthly,app_downloads__product,app_downloads,product,1m,1,t0-alpha + past & calendar covariates,100,1157,0.20614355234617313,0.3648415591858563,9.0,1.0574519898254375,0.29454464802482966,9.0,0.8504753673293 monthly,app_downloads__product,app_downloads,product,1m,1,Toto-2.0-22M,100,1157,0.2066891190209274,0.3658071261123588,10.0,1.0737026502056413,0.2990711372535731,11.0,0.8228176318063959 monthly,app_downloads__product,app_downloads,product,1m,1,t0-beta,100,1157,0.20767719992386782,0.36755587339612145,11.0,1.0259272233623278,0.28576368082132153,8.0,0.8314606741573034 monthly,app_downloads__product,app_downloads,product,1m,1,TimesFM-2.5,100,1157,0.20784576639260138,0.3678542094467971,12.0,1.0638816717530661,0.2963355836119835,10.0,0.8738115816767502 monthly,app_downloads__product,app_downloads,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1157,0.20848163424637073,0.36897959521106194,13.0,1.0753428651257928,0.2995280057743093,12.0,0.7891097666378565 monthly,app_downloads__product,app_downloads,product,1m,1,PatchTST-FM-r2,100,1157,0.20888411861624315,0.3696919290356271,14.0,1.0796899499834283,0.3007388508922401,15.0,0.7960242005185826 monthly,app_downloads__product,app_downloads,product,1m,1,TiRex-2 + past & calendar covariates,100,1157,0.20942313585162234,0.37064590448790585,15.0,1.084682765519698,0.30212955903684935,16.0,0.8297320656871219 monthly,app_downloads__product,app_downloads,product,1m,1,TiRex-2,100,1157,0.2116290461883469,0.3745500177018049,16.0,1.0794237001094666,0.30066468915613553,14.0,0.8228176318063959 monthly,app_downloads__product,app_downloads,product,1m,1,Chronos-2,100,1157,0.21188357315498582,0.3750004902696175,17.0,1.1660198706984812,0.32478534790173963,18.0,0.8323249783923942 monthly,app_downloads__product,app_downloads,product,1m,1,t0-alpha,100,1157,0.2133174707082677,0.3775382626767488,18.0,1.0768929436411712,0.29995976753287235,13.0,0.8487467588591184 monthly,app_downloads__product,app_downloads,product,1m,1,AutoTheta,100,1157,0.2399796454654563,0.42472610483328305,19.0,2.0839331157121865,0.5804626138876146,20.0,0.9438202247191011 monthly,app_downloads__product,app_downloads,product,1m,1,AutoETS,100,1157,0.27691253624157425,0.49009149367344457,20.0,1.5884727723529515,0.4424561664562774,19.0,0.8582541054451167 monthly,app_downloads__product,app_downloads,product,1m,1,Seasonal Naive,100,1157,0.5650221230448151,1.0,21.0,3.5901246107051854,1.0,21.0,0.8772687986171133 monthly,app_downloads__product,app_downloads,product,3m,3,TimesFM-3.0,100,389,0.25818722893879215,0.4561204410813444,1.0,1.2855780036813829,0.3561300987307257,1.0,0.8059125964010283 monthly,app_downloads__product,app_downloads,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,389,0.25835392918648664,0.456414938182612,2.0,1.3490964874547846,0.373725953538968,3.0,0.8179091688089117 monthly,app_downloads__product,app_downloads,product,3m,3,TimesFM-2.5,100,389,0.26055270435498057,0.4602993530075215,3.0,1.322728738488576,0.3664215744847584,2.0,0.8384747215081406 monthly,app_downloads__product,app_downloads,product,3m,3,Timestral-209M,100,389,0.2634394616547071,0.4653991754048494,4.0,1.4543887044164312,0.40289394452415106,13.0,0.8174807197943444 monthly,app_downloads__product,app_downloads,product,3m,3,Timestral-209M + past & calendar covariates,100,389,0.2653141806502458,0.4687111039563247,5.0,1.494570598310342,0.414025110271113,16.0,0.8363324764353042 monthly,app_downloads__product,app_downloads,product,3m,3,t0-beta + past & calendar covariates,100,389,0.2675671190733588,0.47269120503066175,6.0,1.3695643929119783,0.37939596124788033,4.0,0.8011996572407883 monthly,app_downloads__product,app_downloads,product,3m,3,PatchTST-FM-r2,100,389,0.2681978435608358,0.4738054597233175,7.0,1.4057959146938372,0.38943279712434087,6.0,0.7510711225364182 monthly,app_downloads__product,app_downloads,product,3m,3,Chronos-2 + past & calendar covariates,100,389,0.26951900961583947,0.47613946689410913,8.0,1.6332023568599783,0.45242880239879213,18.0,0.8384747215081406 monthly,app_downloads__product,app_downloads,product,3m,3,t0-gamma,100,389,0.2698166328977009,0.47666525611752153,9.0,1.3817594465301135,0.38277422817265366,5.0,0.8196229648671808 monthly,app_downloads__product,app_downloads,product,3m,3,TiRex-2 + past & calendar covariates,100,389,0.26997404837746913,0.4769433505002686,10.0,1.4271019618425278,0.39533498637532094,10.0,0.8114824335904028 monthly,app_downloads__product,app_downloads,product,3m,3,Chronos-2,100,389,0.27093496174243903,0.4786409256656728,11.0,1.6282773003943216,0.4510644660144218,17.0,0.8024850042844902 monthly,app_downloads__product,app_downloads,product,3m,3,TiRex-2,100,389,0.27346293651838555,0.48310691329250693,12.0,1.420334307477322,0.3934602145525654,8.0,0.8020565552699229 monthly,app_downloads__product,app_downloads,product,3m,3,t0-beta,100,389,0.2743976434354499,0.484758191448462,13.0,1.4252964565235564,0.3948348263028377,9.0,0.8140531276778064 monthly,app_downloads__product,app_downloads,product,3m,3,t0-alpha + past & calendar covariates,100,389,0.2746007925703242,0.48511708012543103,14.0,1.4602042896874794,0.4045049746995465,14.0,0.8123393316195373 monthly,app_downloads__product,app_downloads,product,3m,3,t0-gamma + past & calendar covariates,100,389,0.2748510451205869,0.48555918295165024,15.0,1.4104539236031781,0.3907231561441918,7.0,0.7896315338474722 monthly,app_downloads__product,app_downloads,product,3m,3,Toto-2.0-22M,100,389,0.2774934849706248,0.49022738762964363,16.0,1.4610211126457981,0.4047312505380865,15.0,0.8067694944301628 monthly,app_downloads__product,app_downloads,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,389,0.27840391254265356,0.49183577324744976,17.0,1.4482485306531854,0.4011929970263977,12.0,0.7489288774635818 monthly,app_downloads__product,app_downloads,product,3m,3,t0-alpha,100,389,0.27909459743280723,0.4930559555858248,18.0,1.443957054614236,0.40000417473706557,11.0,0.8260497000856898 monthly,app_downloads__product,app_downloads,product,3m,3,AutoTheta,100,389,0.31199724038347526,0.5511826417007236,19.0,2.551509832960292,0.706817825229196,20.0,0.9417309340188517 monthly,app_downloads__product,app_downloads,product,3m,3,AutoETS,100,389,0.37095917179342597,0.6553463614643,20.0,2.2644128899066223,0.6272863908220987,19.0,0.8393316195372751 monthly,app_downloads__product,app_downloads,product,3m,3,Seasonal Naive,100,389,0.5660505552583799,1.0,21.0,3.609854961047322,1.0,21.0,0.8774635818337617 monthly,app_downloads__product,app_downloads,product,6m,6,TimesFM-3.0,100,197,0.3183423035978042,0.5648265125099552,1.0,1.586422378779598,0.43664892754741785,1.0,0.8039763113367174 monthly,app_downloads__product,app_downloads,product,6m,6,TimesFM-2.5,100,197,0.31986036659008077,0.5675199723989096,2.0,1.647631568903539,0.4534962234385823,2.0,0.8141285956006767 monthly,app_downloads__product,app_downloads,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,197,0.32322121515878416,0.5734830390560295,3.0,1.7440446498799487,0.4800330833398384,3.0,0.8276649746192895 monthly,app_downloads__product,app_downloads,product,6m,6,TiRex-2 + past & calendar covariates,100,197,0.3321716103140406,0.5893634935981834,4.0,1.792401391488707,0.49334285483927676,7.0,0.821912013536379 monthly,app_downloads__product,app_downloads,product,6m,6,Timestral-209M,100,197,0.3339696462365483,0.5925537022132493,5.0,2.0465313223498565,0.5632899025187125,15.0,0.8333333333333333 monthly,app_downloads__product,app_downloads,product,6m,6,TiRex-2,100,197,0.3340917822905981,0.5927704050538113,6.0,1.7680901951545136,0.4866514100205983,5.0,0.8037225042301185 monthly,app_downloads__product,app_downloads,product,6m,6,t0-beta + past & calendar covariates,100,197,0.3363122087973411,0.5967100503535853,7.0,1.7855256841201745,0.4914503763362257,6.0,0.7987309644670051 monthly,app_downloads__product,app_downloads,product,6m,6,PatchTST-FM-r2,100,197,0.3374521687504621,0.598732651803174,8.0,1.7663642727673645,0.48617636493206495,4.0,0.738663282571912 monthly,app_downloads__product,app_downloads,product,6m,6,Timestral-209M + past & calendar covariates,100,197,0.33959519015287504,0.6025349592291087,9.0,2.1162897043815025,0.582490288941018,16.0,0.85 monthly,app_downloads__product,app_downloads,product,6m,6,t0-gamma,100,197,0.3403346183755206,0.6038469075926413,10.0,1.8896392497509293,0.5201067274971183,9.0,0.8276649746192895 monthly,app_downloads__product,app_downloads,product,6m,6,t0-gamma + past & calendar covariates,100,197,0.3464955315770799,0.6147780564791863,11.0,1.8977865830804477,0.5223492099584678,10.0,0.7985617597292723 monthly,app_downloads__product,app_downloads,product,6m,6,Chronos-2,100,197,0.3465447557565645,0.6148653936672233,12.0,2.2107190469497997,0.6084811421419001,17.0,0.8137055837563453 monthly,app_downloads__product,app_downloads,product,6m,6,t0-alpha + past & calendar covariates,100,197,0.34918253498491475,0.6195455371023936,13.0,1.9295939712265877,0.5311039162131669,12.0,0.8137055837563453 monthly,app_downloads__product,app_downloads,product,6m,6,Chronos-2 + past & calendar covariates,100,197,0.3492127985040964,0.6195992328814417,14.0,2.354973016350778,0.6481857894514336,18.0,0.8458544839255498 monthly,app_downloads__product,app_downloads,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,197,0.34946446972103296,0.620045766609931,15.0,1.9640196192032995,0.5405792756573018,13.0,0.7550761421319797 monthly,app_downloads__product,app_downloads,product,6m,6,t0-beta,100,197,0.34972018463366356,0.620499474963064,16.0,1.9216253288328593,0.5289106168738654,11.0,0.8177664974619289 monthly,app_downloads__product,app_downloads,product,6m,6,Toto-2.0-22M,100,197,0.3507678664886437,0.6223583497707177,17.0,2.0427181159818035,0.5622403507137208,14.0,0.816497461928934 monthly,app_downloads__product,app_downloads,product,6m,6,t0-alpha,100,197,0.35340555418326286,0.6270383307999573,18.0,1.8583547274720829,0.51149593551346,8.0,0.820642978003384 monthly,app_downloads__product,app_downloads,product,6m,6,AutoTheta,100,197,0.37324139746770796,0.6622325543085053,19.0,3.175582801645438,0.8740514778562309,19.0,0.9348561759729271 monthly,app_downloads__product,app_downloads,product,6m,6,AutoETS,100,197,0.42652494082869286,0.7567721666397068,20.0,3.259881803110845,0.8972540429962315,20.0,0.8368866328257192 monthly,app_downloads__product,app_downloads,product,6m,6,Seasonal Naive,100,197,0.5636107663982811,1.0,21.0,3.6331759422615795,1.0,21.0,0.8758883248730965 monthly,app_downloads__service,app_downloads,service,1m,1,Timestral-209M,99,1131,0.3817709808917337,0.4837588499333702,1.0,0.6900794070898723,0.48819971820415337,3.0,0.8293545534924845 monthly,app_downloads__service,app_downloads,service,1m,1,Timestral-209M + past & calendar covariates,99,1131,0.3831856661237088,0.48555145999304383,2.0,0.6944970037942756,0.4913249664640952,4.0,0.8355437665782494 monthly,app_downloads__service,app_downloads,service,1m,1,Chronos-2 + past & calendar covariates,99,1131,0.3922964193729411,0.4970960973135143,3.0,0.7137122231783616,0.5049188581121618,8.0,0.8664898320070734 monthly,app_downloads__service,app_downloads,service,1m,1,Toto-2.0-22M,99,1131,0.3925212587154516,0.49738100116214784,4.0,0.6864984567426672,0.48566635909729206,1.0,0.8072502210433244 monthly,app_downloads__service,app_downloads,service,1m,1,t0-gamma + past & calendar covariates,99,1131,0.3928073403205585,0.49774350778313387,5.0,0.7043140594759011,0.49827008577663234,5.0,0.8072502210433244 monthly,app_downloads__service,app_downloads,service,1m,1,Toto-2.0-22M + past & calendar covariates,99,1131,0.3952312118579919,0.5008149023259988,6.0,0.6865277093939486,0.48568705401437784,2.0,0.7939876215738285 monthly,app_downloads__service,app_downloads,service,1m,1,t0-gamma,99,1131,0.3966907444537808,0.502664340458593,7.0,0.72278116292718,0.511334719510569,11.0,0.801945181255526 monthly,app_downloads__service,app_downloads,service,1m,1,PatchTST-FM-r2,99,1131,0.3976885463627441,0.5039286992708158,8.0,0.7182039139632355,0.5080965245559165,10.0,0.78868258178603 monthly,app_downloads__service,app_downloads,service,1m,1,TimesFM-3.0 + past & calendar covariates,99,1131,0.39866982295422987,0.5051721181243256,9.0,0.7121929839071356,0.5038440655933921,7.0,0.8090185676392573 monthly,app_downloads__service,app_downloads,service,1m,1,t0-beta + past & calendar covariates,99,1131,0.4007417959105565,0.507797606452706,10.0,0.7076809972328079,0.5006520407331853,6.0,0.7948717948717948 monthly,app_downloads__service,app_downloads,service,1m,1,TimesFM-3.0,99,1131,0.40181132356735044,0.5091528521238518,11.0,0.7270888010875753,0.5143821771138888,13.0,0.8054818744473917 monthly,app_downloads__service,app_downloads,service,1m,1,Chronos-2,99,1131,0.4026593516425138,0.5102274259046928,12.0,0.7236683286636889,0.5119623488212167,12.0,0.8099027409372237 monthly,app_downloads__service,app_downloads,service,1m,1,t0-beta,99,1131,0.40663820613015916,0.5152692079345884,13.0,0.7154361189428456,0.50613843576915,9.0,0.7948717948717948 monthly,app_downloads__service,app_downloads,service,1m,1,TiRex-2,99,1131,0.40978308626620824,0.5192542242766892,14.0,0.7445950065469031,0.5267670193280758,15.0,0.7904509283819628 monthly,app_downloads__service,app_downloads,service,1m,1,TiRex-2 + past & calendar covariates,99,1131,0.41015229198643777,0.5197220611305796,15.0,0.7479797738561441,0.5291615878800148,16.0,0.7913351016799293 monthly,app_downloads__service,app_downloads,service,1m,1,t0-alpha + past & calendar covariates,99,1131,0.41782974486729124,0.5294505003309194,16.0,0.7297282462154641,0.5162494642034784,14.0,0.8116710875331565 monthly,app_downloads__service,app_downloads,service,1m,1,TimesFM-2.5,99,1131,0.4199484293268532,0.5321351788655094,17.0,0.7645431035117101,0.5408793884509231,18.0,0.8231653404067197 monthly,app_downloads__service,app_downloads,service,1m,1,t0-alpha,99,1131,0.4257033259159521,0.539427462183967,18.0,0.7540630400412819,0.5334652213558625,17.0,0.8010610079575596 monthly,app_downloads__service,app_downloads,service,1m,1,AutoTheta,99,1131,0.474973532365753,0.6018599141017693,19.0,0.9465115931265362,0.6696137984902361,19.0,0.8373121131741822 monthly,app_downloads__service,app_downloads,service,1m,1,AutoETS,99,1131,0.5894745465749708,0.7469491998842419,20.0,1.0661465593299428,0.7542500826450826,20.0,0.8859416445623343 monthly,app_downloads__service,app_downloads,service,1m,1,Seasonal Naive,99,1131,0.7891762206403384,1.0,21.0,1.41351865099049,1.0,21.0,0.8240495137046862 monthly,app_downloads__service,app_downloads,service,3m,3,Timestral-209M,99,382,0.45191432398404613,0.5660790522174307,1.0,0.8132460658448871,0.5729710694236477,5.0,0.8254799301919721 monthly,app_downloads__service,app_downloads,service,3m,3,Chronos-2 + past & calendar covariates,99,382,0.4575338554060688,0.5731182161749709,2.0,0.8315588009802084,0.5858732743960827,11.0,0.8481675392670157 monthly,app_downloads__service,app_downloads,service,3m,3,Timestral-209M + past & calendar covariates,99,382,0.4593692053449493,0.5754172208728736,3.0,0.8250760588306192,0.581305869943423,7.0,0.862565445026178 monthly,app_downloads__service,app_downloads,service,3m,3,PatchTST-FM-r2,99,382,0.463024413631751,0.5799958251189365,4.0,0.8477428829528415,0.5972757405683178,13.0,0.7801047120418848 monthly,app_downloads__service,app_downloads,service,3m,3,TimesFM-3.0 + past & calendar covariates,99,382,0.4635974324025353,0.5807136025945623,5.0,0.8063971919375805,0.5681457074922128,3.0,0.8106457242582897 monthly,app_downloads__service,app_downloads,service,3m,3,Toto-2.0-22M,99,382,0.46432395206914856,0.5816236590863947,6.0,0.8077418663467195,0.5690930954558183,4.0,0.8010471204188482 monthly,app_downloads__service,app_downloads,service,3m,3,t0-gamma + past & calendar covariates,99,382,0.4647986734369334,0.5822183068054001,7.0,0.8259938782258011,0.5819525179660591,9.0,0.800174520069808 monthly,app_downloads__service,app_downloads,service,3m,3,Toto-2.0-22M + past & calendar covariates,99,382,0.46643400591169054,0.5842667646838975,8.0,0.8029994533996515,0.5657518368478137,1.0,0.7818499127399652 monthly,app_downloads__service,app_downloads,service,3m,3,TimesFM-3.0,99,382,0.4689365041293492,0.5874014558057439,9.0,0.8301019857264164,0.5848468777998068,10.0,0.7984293193717278 monthly,app_downloads__service,app_downloads,service,3m,3,t0-beta + past & calendar covariates,99,382,0.4689543867450547,0.5874238560121823,10.0,0.8047405687191127,0.5669785365497608,2.0,0.794066317626527 monthly,app_downloads__service,app_downloads,service,3m,3,t0-gamma,99,382,0.4715688781274346,0.5906988325403008,11.0,0.8546198018981735,0.6021208615814185,16.0,0.800174520069808 monthly,app_downloads__service,app_downloads,service,3m,3,Chronos-2,99,382,0.47532151640795706,0.5953994800046817,12.0,0.8328594005315608,0.5867896094970169,12.0,0.805410122164049 monthly,app_downloads__service,app_downloads,service,3m,3,t0-beta,99,382,0.48024044730111803,0.601561054422982,13.0,0.825553563285416,0.5816422948578617,8.0,0.7914485165794066 monthly,app_downloads__service,app_downloads,service,3m,3,TiRex-2,99,382,0.4838349555832753,0.6060636243429014,14.0,0.8489172558830124,0.5981031429277784,14.0,0.7975567190226877 monthly,app_downloads__service,app_downloads,service,3m,3,TiRex-2 + past & calendar covariates,99,382,0.48508487743843604,0.6076293073530735,15.0,0.8574215578773222,0.6040948337739175,17.0,0.7993019197207678 monthly,app_downloads__service,app_downloads,service,3m,3,t0-alpha + past & calendar covariates,99,382,0.486528875115432,0.6094380945346609,16.0,0.82456814919153,0.5809480231104633,6.0,0.8145724258289704 monthly,app_downloads__service,app_downloads,service,3m,3,t0-alpha,99,382,0.4899321601757789,0.6137011335204642,17.0,0.8490455657952617,0.5981935434482688,15.0,0.7958115183246073 monthly,app_downloads__service,app_downloads,service,3m,3,TimesFM-2.5,99,382,0.49546412006410495,0.6206306032103849,18.0,0.866256020855048,0.6103191389537677,18.0,0.7988656195462479 monthly,app_downloads__service,app_downloads,service,3m,3,AutoTheta,99,382,0.5926230207881613,0.7423342437400506,19.0,1.1077679768114013,0.7804759580207561,19.0,0.8350785340314136 monthly,app_downloads__service,app_downloads,service,3m,3,AutoETS,99,382,0.7432728555062964,0.9310419503295083,20.0,1.3418651203617644,0.9454086841935206,20.0,0.8704188481675392 monthly,app_downloads__service,app_downloads,service,3m,3,Seasonal Naive,99,382,0.7983237009280216,1.0,21.0,1.4193492642882166,1.0,21.0,0.8224258289703317 monthly,app_downloads__service,app_downloads,service,6m,6,Timestral-209M,99,194,0.5265153076081556,0.6545657968067512,1.0,0.9244125789201341,0.6478983469269869,5.0,0.8317869415807561 monthly,app_downloads__service,app_downloads,service,6m,6,Chronos-2 + past & calendar covariates,99,194,0.5270165807559872,0.6551889814562514,2.0,0.925651326755831,0.6487665552284629,6.0,0.8588487972508592 monthly,app_downloads__service,app_downloads,service,6m,6,Timestral-209M + past & calendar covariates,99,194,0.5339808558502975,0.6638469942631292,3.0,0.9273772564485706,0.6499762174727224,7.0,0.8603092783505155 monthly,app_downloads__service,app_downloads,service,6m,6,Toto-2.0-22M,99,194,0.5415074224501003,0.6732040499696377,4.0,0.9217294947428344,0.6460178383285761,4.0,0.8120274914089347 monthly,app_downloads__service,app_downloads,service,6m,6,t0-gamma + past & calendar covariates,99,194,0.541870119218768,0.6736549559470171,5.0,0.9330285697363171,0.6539370858345254,8.0,0.8077319587628865 monthly,app_downloads__service,app_downloads,service,6m,6,Toto-2.0-22M + past & calendar covariates,99,194,0.5429639804491814,0.6750148483139344,6.0,0.9108986086505938,0.6384267330635282,1.0,0.786683848797251 monthly,app_downloads__service,app_downloads,service,6m,6,TimesFM-3.0,99,194,0.545940529196573,0.6787153048332738,7.0,0.9552183975828255,0.6694893977655699,13.0,0.7821305841924397 monthly,app_downloads__service,app_downloads,service,6m,6,TiRex-2,99,194,0.5465568536251008,0.6794815216646198,8.0,0.9605023992544728,0.6731928263279754,14.0,0.7999999999999999 monthly,app_downloads__service,app_downloads,service,6m,6,TimesFM-3.0 + past & calendar covariates,99,194,0.5474475900290477,0.6805888884886596,9.0,0.9396610397200607,0.6585856231180943,9.0,0.8147766323024055 monthly,app_downloads__service,app_downloads,service,6m,6,t0-gamma,99,194,0.5476863911329792,0.6808857669129229,10.0,0.983240238155285,0.6891292259102242,17.0,0.7948453608247422 monthly,app_downloads__service,app_downloads,service,6m,6,t0-beta + past & calendar covariates,99,194,0.5494974785724615,0.6831373175815953,11.0,0.9131135445520729,0.6399791278944097,2.0,0.7745704467353952 monthly,app_downloads__service,app_downloads,service,6m,6,TiRex-2 + past & calendar covariates,99,194,0.5513734930633292,0.6854695858030346,12.0,0.9685003458695219,0.6787983930509573,16.0,0.7991408934707903 monthly,app_downloads__service,app_downloads,service,6m,6,t0-alpha,99,194,0.5527790184165721,0.6872169401714326,13.0,0.9462194903399609,0.6631822820255265,11.0,0.7819587628865978 monthly,app_downloads__service,app_downloads,service,6m,6,Chronos-2,99,194,0.5528635465601196,0.68732202587518,14.0,0.9534158445802025,0.6682260321025756,12.0,0.8099656357388316 monthly,app_downloads__service,app_downloads,service,6m,6,PatchTST-FM-r2,99,194,0.5552365949034462,0.6902722084382795,15.0,1.0164252618131717,0.7123878038017041,18.0,0.772680412371134 monthly,app_downloads__service,app_downloads,service,6m,6,t0-alpha + past & calendar covariates,99,194,0.5554616217165005,0.6905519626126811,16.0,0.9133024441672714,0.6401115230513051,3.0,0.8051546391752576 monthly,app_downloads__service,app_downloads,service,6m,6,t0-beta,99,194,0.5576731556879427,0.6933013499054427,17.0,0.9409726582340645,0.659504904709886,10.0,0.788573883161512 monthly,app_downloads__service,app_downloads,service,6m,6,TimesFM-2.5,99,194,0.5701806962014002,0.7088507709839594,18.0,0.9671045713412748,0.677820128550716,15.0,0.7810996563573883 monthly,app_downloads__service,app_downloads,service,6m,6,AutoTheta,99,194,0.6603904742250103,0.8209999039313524,19.0,1.2748190196127263,0.8934897190635555,19.0,0.8458762886597938 monthly,app_downloads__service,app_downloads,service,6m,6,Seasonal Naive,99,194,0.8043733879416247,1.0,20.0,1.4267864446709388,1.0,20.0,0.8173539518900343 monthly,app_downloads__service,app_downloads,service,6m,6,AutoETS,99,194,0.813207127093265,1.010982137504879,21.0,1.4900317449135951,1.0443270963772315,21.0,0.8757731958762887 monthly,card_spend,card_spend,original,1m,1,PatchTST-FM-r2,100,1200,0.5274274119774867,0.5954967401276877,1.0,0.30975790614938165,0.44520795618152825,2.0,0.8266666666666667 monthly,card_spend,card_spend,original,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.5288667493651622,0.5971218371606445,2.0,0.3271620684128257,0.4702225606727624,7.0,0.8566666666666667 monthly,card_spend,card_spend,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.5307882608932075,0.5992913373138098,3.0,0.3167275219746699,0.45522522565341905,4.0,0.84 monthly,card_spend,card_spend,original,1m,1,Timestral-209M,100,1200,0.5317732227482356,0.6004034174986834,4.0,0.2887003672102297,0.4149424369253654,1.0,0.8625 monthly,card_spend,card_spend,original,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.5326389497484075,0.601380874480887,5.0,0.32260094006007006,0.46366695517731243,5.0,0.8083333333333333 monthly,card_spend,card_spend,original,1m,1,t0-gamma + past & calendar covariates,100,1200,0.5341574205735898,0.6030953178447326,6.0,0.32778358230673543,0.4711158483821406,8.0,0.8275 monthly,card_spend,card_spend,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.5342842108874057,0.6032384716073973,7.0,0.3372466078702375,0.48471683866126714,9.0,0.7991666666666667 monthly,card_spend,card_spend,original,1m,1,TimesFM-3.0,100,1200,0.5410430833755396,0.6108696383655526,8.0,0.31434544536019343,0.45180152139940255,3.0,0.8416666666666667 monthly,card_spend,card_spend,original,1m,1,Chronos-2,100,1200,0.5432819142026123,0.6133974107735518,9.0,0.35458569886511093,0.5096379177059789,13.0,0.8033333333333333 monthly,card_spend,card_spend,original,1m,1,t0-gamma,100,1200,0.543606110946025,0.6137634480698282,10.0,0.32510390733356936,0.4672644128114898,6.0,0.8183333333333334 monthly,card_spend,card_spend,original,1m,1,Toto-2.0-22M,100,1200,0.5449357656773725,0.6152647068971691,11.0,0.33853982524706816,0.486575550428771,10.0,0.8133333333333334 monthly,card_spend,card_spend,original,1m,1,t0-beta + past & calendar covariates,100,1200,0.5479558078038184,0.6186745130629199,12.0,0.37477971721901315,0.5386623185685588,14.0,0.8283333333333334 monthly,card_spend,card_spend,original,1m,1,t0-beta,100,1200,0.5584246358416629,0.6304944390431036,13.0,0.3833021647040511,0.5509114374809534,16.0,0.8158333333333333 monthly,card_spend,card_spend,original,1m,1,TimesFM-2.5,100,1200,0.5630712764218352,0.6357407710599836,14.0,0.3786019679801861,0.5441559521953772,15.0,0.8516666666666667 monthly,card_spend,card_spend,original,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.5665490156708285,0.6396673443452531,15.0,0.34832128250241706,0.5006342152979438,12.0,0.8066666666666666 monthly,card_spend,card_spend,original,1m,1,TiRex-2,100,1200,0.5674332872406636,0.6406657392433303,16.0,0.3458758458407392,0.4971194450967535,11.0,0.8066666666666666 monthly,card_spend,card_spend,original,1m,1,t0-alpha + past & calendar covariates,100,1200,0.5714599131500633,0.6452120380293016,17.0,0.3888880914463788,0.5589399622706714,17.0,0.83 monthly,card_spend,card_spend,original,1m,1,t0-alpha,100,1200,0.5832841229591645,0.6585622701863784,18.0,0.38948653917523207,0.5598000975084004,18.0,0.8266666666666667 monthly,card_spend,card_spend,original,1m,1,AutoETS,100,1200,0.6097482866834091,0.6884418761190819,19.0,0.41267684129973253,0.5931309885272144,19.0,0.8116666666666666 monthly,card_spend,card_spend,original,1m,1,AutoTheta,100,1200,0.6451745615933626,0.7284402355988223,20.0,0.47589406856657784,0.6839916638746337,20.0,0.8125 monthly,card_spend,card_spend,original,1m,1,Seasonal Naive,100,1200,0.8856931976897044,1.0,21.0,0.6957600416805704,1.0,21.0,0.8258333333333333 monthly,card_spend,card_spend,original,3m,3,Timestral-209M + past & calendar covariates,100,400,0.5699132583087696,0.6377966113851925,1.0,0.3449657187276595,0.49238206715832955,6.0,0.8825 monthly,card_spend,card_spend,original,3m,3,Chronos-2 + past & calendar covariates,100,400,0.5783243627835675,0.6472095770493927,2.0,0.35138691225264973,0.501547269292384,10.0,0.8 monthly,card_spend,card_spend,original,3m,3,PatchTST-FM-r2,100,400,0.5786792116840915,0.6476066926156802,3.0,0.3328819502727822,0.475134466692927,2.0,0.8208333333333333 monthly,card_spend,card_spend,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.5800358886277712,0.649124965694624,4.0,0.3410112887873681,0.4867377660503384,4.0,0.8075 monthly,card_spend,card_spend,original,3m,3,Timestral-209M,100,400,0.5804499773698533,0.649588377262371,5.0,0.32311528695107733,0.461194154324158,1.0,0.8616666666666667 monthly,card_spend,card_spend,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.5821345285184365,0.6514735782093707,6.0,0.34152125054553867,0.4874656529417833,5.0,0.8441666666666667 monthly,card_spend,card_spend,original,3m,3,t0-gamma + past & calendar covariates,100,400,0.582776046487572,0.6521915084924308,7.0,0.34717654868756964,0.49553766485021356,8.0,0.8425 monthly,card_spend,card_spend,original,3m,3,Toto-2.0-22M,100,400,0.5905474167647482,0.6608885401131923,8.0,0.3488377227405918,0.4979087187542178,9.0,0.825 monthly,card_spend,card_spend,original,3m,3,t0-gamma,100,400,0.5968414754816852,0.6679322950408009,9.0,0.338743115000121,0.48350031943634386,3.0,0.8391666666666667 monthly,card_spend,card_spend,original,3m,3,TimesFM-3.0,100,400,0.597682532895349,0.6688735322564555,10.0,0.34499199974226863,0.492419579002544,7.0,0.8416666666666667 monthly,card_spend,card_spend,original,3m,3,t0-beta + past & calendar covariates,100,400,0.5980961088485287,0.6693363699561279,11.0,0.38576453218865114,0.5506156915996889,14.0,0.8391666666666667 monthly,card_spend,card_spend,original,3m,3,Chronos-2,100,400,0.601544813300812,0.6731958555555024,12.0,0.37598804705747657,0.5366613602064564,13.0,0.8041666666666667 monthly,card_spend,card_spend,original,3m,3,t0-beta,100,400,0.616181359092558,0.6895757856102305,13.0,0.3960271610140213,0.5652639134988154,16.0,0.8333333333333333 monthly,card_spend,card_spend,original,3m,3,TiRex-2 + past & calendar covariates,100,400,0.6241243969672121,0.6984649324526678,14.0,0.37195736428310067,0.5309082206660214,11.0,0.8041666666666667 monthly,card_spend,card_spend,original,3m,3,TimesFM-2.5,100,400,0.6256528260854637,0.7001754154045053,15.0,0.41385321463562913,0.5907076856042166,18.0,0.8333333333333333 monthly,card_spend,card_spend,original,3m,3,TiRex-2,100,400,0.6309895274427437,0.7061477804829186,16.0,0.3735586230302005,0.5331937552833751,12.0,0.8108333333333333 monthly,card_spend,card_spend,original,3m,3,t0-alpha + past & calendar covariates,100,400,0.635744539265264,0.7114691699808566,17.0,0.4054520642795911,0.5787164193587736,17.0,0.8383333333333333 monthly,card_spend,card_spend,original,3m,3,t0-alpha,100,400,0.645732820607051,0.722647172774226,18.0,0.39069522023023345,0.5576534412618338,15.0,0.8341666666666667 monthly,card_spend,card_spend,original,3m,3,AutoETS,100,400,0.685264575812503,0.7668876236578693,19.0,0.4318494237857477,0.6163943268595599,19.0,0.8091666666666667 monthly,card_spend,card_spend,original,3m,3,AutoTheta,100,400,0.7175094958709911,0.8029732918676585,20.0,0.5169651323130817,0.73788306106454,20.0,0.8 monthly,card_spend,card_spend,original,3m,3,Seasonal Naive,100,400,0.8935658298199624,1.0,21.0,0.7006057729083235,1.0,21.0,0.8291666666666667 monthly,card_spend,card_spend,original,6m,6,Timestral-209M + past & calendar covariates,100,200,0.6038938542108746,0.6677805968064906,1.0,0.4227592619883722,0.5953254405618551,9.0,0.8816666666666667 monthly,card_spend,card_spend,original,6m,6,Chronos-2 + past & calendar covariates,100,200,0.6148194469040803,0.6798620226369742,2.0,0.4132654499589332,0.581956347706374,5.0,0.795 monthly,card_spend,card_spend,original,6m,6,Timestral-209M,100,200,0.6168849945009568,0.6821460872906489,3.0,0.3959684713433066,0.5575989123037639,2.0,0.8758333333333332 monthly,card_spend,card_spend,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.6199887772048231,0.6855782233388852,4.0,0.39417580386408924,0.5550744955663837,1.0,0.8125 monthly,card_spend,card_spend,original,6m,6,Toto-2.0-22M,100,200,0.6208615658063168,0.6865433454197398,5.0,0.4151914994853687,0.5846685917326224,6.0,0.83 monthly,card_spend,card_spend,original,6m,6,t0-gamma + past & calendar covariates,100,200,0.6277642604293246,0.6941762853855695,6.0,0.4324227609306636,0.6089334848614189,10.0,0.8433333333333333 monthly,card_spend,card_spend,original,6m,6,PatchTST-FM-r2,100,200,0.6294169627399084,0.6960038292951648,7.0,0.40390626638909705,0.5687768373254395,3.0,0.8183333333333332 monthly,card_spend,card_spend,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.6308007965108725,0.697534060700919,8.0,0.4094818489234957,0.5766283178892672,4.0,0.8633333333333333 monthly,card_spend,card_spend,original,6m,6,t0-gamma,100,200,0.6357147404476741,0.7029678573721551,9.0,0.41626462395441527,0.5861797550701401,7.0,0.8433333333333333 monthly,card_spend,card_spend,original,6m,6,t0-beta + past & calendar covariates,100,200,0.6459523544338062,0.7142885223033575,10.0,0.4537854223486236,0.6390161748547858,14.0,0.8475 monthly,card_spend,card_spend,original,6m,6,Chronos-2,100,200,0.6508009576690733,0.7196500657924124,11.0,0.46086447015784193,0.6489848204521879,16.0,0.8158333333333333 monthly,card_spend,card_spend,original,6m,6,TimesFM-3.0,100,200,0.6512654794849763,0.7201637299956334,12.0,0.4173824260556608,0.5877538330105148,8.0,0.8458333333333333 monthly,card_spend,card_spend,original,6m,6,TiRex-2 + past & calendar covariates,100,200,0.6585547444537974,0.7282241361037908,13.0,0.43519223894001036,0.6128334365934901,11.0,0.8408333333333333 monthly,card_spend,card_spend,original,6m,6,TiRex-2,100,200,0.6636226359380457,0.7338281666404555,14.0,0.4388710387088308,0.6180138862962624,12.0,0.8425 monthly,card_spend,card_spend,original,6m,6,t0-beta,100,200,0.6664563801772875,0.7369616964919069,15.0,0.46934650337563477,0.6609291363223904,17.0,0.8416666666666667 monthly,card_spend,card_spend,original,6m,6,TimesFM-2.5,100,200,0.6792749652689588,0.7511363769312643,16.0,0.49526925756828033,0.697433304173686,19.0,0.8275 monthly,card_spend,card_spend,original,6m,6,t0-alpha,100,200,0.6794162343673074,0.7512925910774222,17.0,0.4431751417830114,0.6240748819721671,13.0,0.8583333333333333 monthly,card_spend,card_spend,original,6m,6,t0-alpha + past & calendar covariates,100,200,0.6923368870242108,0.7655801369469376,18.0,0.4883813918326195,0.6877338792945548,18.0,0.8533333333333333 monthly,card_spend,card_spend,original,6m,6,AutoETS,100,200,0.7181370296598111,0.7941097113527033,19.0,0.45612935504722524,0.6423168778597994,15.0,0.8291666666666667 monthly,card_spend,card_spend,original,6m,6,AutoTheta,100,200,0.7434882352367225,0.8221428550448767,20.0,0.5588912246690583,0.78702513337582,20.0,0.8333333333333333 monthly,card_spend,card_spend,original,6m,6,Seasonal Naive,100,200,0.9043297410839131,1.0,21.0,0.7101313553631796,1.0,21.0,0.83 monthly,card_spend__company,card_spend,company,1m,1,t0-gamma + past & calendar covariates,100,1200,0.47351684832877405,0.4920878645972399,1.0,0.3431270948685199,0.42800234194147485,8.0,0.8333333333333334 monthly,card_spend__company,card_spend,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.4740443761643498,0.49263608172412837,2.0,0.35492648121174525,0.4427204014124351,10.0,0.8325 monthly,card_spend__company,card_spend,company,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.47630540352739764,0.49498578507851804,3.0,0.34228372797433354,0.4269503614618628,7.0,0.8516666666666667 monthly,card_spend__company,card_spend,company,1m,1,Timestral-209M,100,1200,0.47941439967856536,0.4982167139936533,4.0,0.3188490301886406,0.3977189026672414,2.0,0.8483333333333334 monthly,card_spend__company,card_spend,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.47965442915739515,0.49846615726920857,5.0,0.33520323700315285,0.41811845409260645,5.0,0.7983333333333333 monthly,card_spend__company,card_spend,company,1m,1,Toto-2.0-22M,100,1200,0.4830556964178509,0.5020008199724035,6.0,0.34388486475790986,0.4289475523086011,9.0,0.8108333333333333 monthly,card_spend__company,card_spend,company,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.4869494923292493,0.50604732797308,7.0,0.31454102590060523,0.3923452788644357,1.0,0.8166666666666667 monthly,card_spend__company,card_spend,company,1m,1,TimesFM-3.0,100,1200,0.49076455025743676,0.5100120099391441,8.0,0.3628814361061924,0.4526430783906749,13.0,0.8241666666666667 monthly,card_spend__company,card_spend,company,1m,1,PatchTST-FM-r2,100,1200,0.491063560250675,0.5103227469057063,9.0,0.3203492620169485,0.3995902289063336,3.0,0.795 monthly,card_spend__company,card_spend,company,1m,1,t0-gamma,100,1200,0.49596765641270557,0.5154191784617754,10.0,0.3562242430567471,0.4443391750891566,11.0,0.8291666666666667 monthly,card_spend__company,card_spend,company,1m,1,t0-beta + past & calendar covariates,100,1200,0.4969370137704828,0.5164265533712508,11.0,0.3984763237648185,0.4970426478413863,16.0,0.8425 monthly,card_spend__company,card_spend,company,1m,1,Chronos-2,100,1200,0.4979211264409189,0.5174492622869465,12.0,0.36044442550127453,0.4496032536090128,12.0,0.8125 monthly,card_spend__company,card_spend,company,1m,1,TimesFM-2.5,100,1200,0.5005522851793723,0.5201836133234337,13.0,0.42014866692419145,0.5240758194162666,18.0,0.8491666666666666 monthly,card_spend__company,card_spend,company,1m,1,t0-beta,100,1200,0.5011552461422802,0.5208102220148034,14.0,0.3845945282535773,0.4797270785435419,14.0,0.8366666666666667 monthly,card_spend__company,card_spend,company,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.5073944695933986,0.5272941436654099,15.0,0.33084161840776866,0.412677954052249,4.0,0.8125 monthly,card_spend__company,card_spend,company,1m,1,TiRex-2,100,1200,0.5091602419646037,0.5291291684561389,16.0,0.33789547172051265,0.4214766347239777,6.0,0.8166666666666667 monthly,card_spend__company,card_spend,company,1m,1,t0-alpha + past & calendar covariates,100,1200,0.5130709687162848,0.5331932713134079,17.0,0.3934457415512004,0.4907677106505978,15.0,0.8391666666666666 monthly,card_spend__company,card_spend,company,1m,1,t0-alpha,100,1200,0.5172457393516475,0.5375317736800914,18.0,0.40052325150890733,0.49959589962871803,17.0,0.84 monthly,card_spend__company,card_spend,company,1m,1,AutoETS,100,1200,0.5366194544538209,0.5576653130200145,19.0,0.4638669711072174,0.5786081978144657,19.0,0.8275 monthly,card_spend__company,card_spend,company,1m,1,AutoTheta,100,1200,0.5492633375931599,0.5708050808576616,20.0,0.5223229786426431,0.6515237690412079,20.0,0.8475 monthly,card_spend__company,card_spend,company,1m,1,Seasonal Naive,100,1200,0.9622607716943686,1.0,21.0,0.8016944330539182,1.0,21.0,0.8066666666666666 monthly,card_spend__company,card_spend,company,3m,3,Timestral-209M + past & calendar covariates,100,400,0.5536584797861065,0.5633822416526894,1.0,0.41484533320090433,0.5133356735055207,7.0,0.8741666666666668 monthly,card_spend__company,card_spend,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.5587346874336713,0.5685476014331164,2.0,0.42243213442450805,0.5227236921336224,8.0,0.8416666666666667 monthly,card_spend__company,card_spend,company,3m,3,t0-gamma + past & calendar covariates,100,400,0.5592846588349706,0.5691072318410686,3.0,0.462415134188581,0.5721992399342809,13.0,0.85 monthly,card_spend__company,card_spend,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.5618415633548277,0.5717090426191597,4.0,0.4073957159366455,0.5041174083120813,5.0,0.8083333333333332 monthly,card_spend__company,card_spend,company,3m,3,Toto-2.0-22M,100,400,0.5705115745524443,0.5805313229995742,5.0,0.40275149844373204,0.49837058576442045,4.0,0.8175 monthly,card_spend__company,card_spend,company,3m,3,Timestral-209M,100,400,0.571338604524229,0.5813728778866195,6.0,0.40226385426644595,0.49776716773812446,3.0,0.855 monthly,card_spend__company,card_spend,company,3m,3,Chronos-2 + past & calendar covariates,100,400,0.5755519256854119,0.5856601965266356,7.0,0.3850860683630888,0.4765111246051454,1.0,0.81 monthly,card_spend__company,card_spend,company,3m,3,t0-beta + past & calendar covariates,100,400,0.5784918486815119,0.5886517526362232,8.0,0.5327547116246834,0.6592384602592418,18.0,0.8575 monthly,card_spend__company,card_spend,company,3m,3,TimesFM-3.0,100,400,0.5789106794448249,0.5890779392168017,9.0,0.4475879990742122,0.5538519264153753,12.0,0.8233333333333333 monthly,card_spend__company,card_spend,company,3m,3,t0-gamma,100,400,0.5859829517731793,0.5962744200500147,10.0,0.43360061754526974,0.5365437362464357,11.0,0.845 monthly,card_spend__company,card_spend,company,3m,3,Chronos-2,100,400,0.5878140056013527,0.5981376322069054,11.0,0.42510180241598355,0.526027178292828,9.0,0.8266666666666667 monthly,card_spend__company,card_spend,company,3m,3,PatchTST-FM-r2,100,400,0.5947847963209711,0.6052308491359184,12.0,0.39731511419641,0.49164352450643023,2.0,0.7816666666666667 monthly,card_spend__company,card_spend,company,3m,3,t0-beta,100,400,0.5956202455720124,0.6060809711678623,13.0,0.46282784283112594,0.5727099316355655,14.0,0.8541666666666667 monthly,card_spend__company,card_spend,company,3m,3,TimesFM-2.5,100,400,0.5965175294544943,0.6069940138170181,14.0,0.5286159091272883,0.6541170456078741,17.0,0.8375 monthly,card_spend__company,card_spend,company,3m,3,t0-alpha + past & calendar covariates,100,400,0.6036208942735419,0.6142221332103631,15.0,0.5092595934618863,0.6301652579331347,16.0,0.8508333333333333 monthly,card_spend__company,card_spend,company,3m,3,TiRex-2 + past & calendar covariates,100,400,0.6108056065921719,0.62153302878856,16.0,0.4114129481148623,0.5090883900751431,6.0,0.8108333333333333 monthly,card_spend__company,card_spend,company,3m,3,TiRex-2,100,400,0.6113288509578924,0.6220654627608629,17.0,0.4290400679507151,0.5309004455780499,10.0,0.8158333333333333 monthly,card_spend__company,card_spend,company,3m,3,t0-alpha,100,400,0.6113621565404131,0.6220993532807866,18.0,0.4827730909546934,0.5973904729345267,15.0,0.8466666666666667 monthly,card_spend__company,card_spend,company,3m,3,AutoETS,100,400,0.6434125405239961,0.6547126299373208,19.0,0.6482074862418167,0.8021014095875532,19.0,0.8066666666666668 monthly,card_spend__company,card_spend,company,3m,3,AutoTheta,100,400,0.6558257987736446,0.6673438990575958,20.0,0.7192021258559738,0.8899512134178535,20.0,0.8191666666666667 monthly,card_spend__company,card_spend,company,3m,3,Seasonal Naive,100,400,0.9827403827318766,1.0,21.0,0.8081365753678579,1.0,21.0,0.805 monthly,card_spend__company,card_spend,company,6m,6,Timestral-209M + past & calendar covariates,100,200,0.6280238727518708,0.6181556480975579,1.0,0.45092477173036205,0.5487835302841274,3.0,0.8883333333333333 monthly,card_spend__company,card_spend,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.6462763140914554,0.6361212863402482,2.0,0.455744316423338,0.5546490025686154,6.0,0.8133333333333332 monthly,card_spend__company,card_spend,company,6m,6,Timestral-209M,100,200,0.6469292709523016,0.6367639832010021,3.0,0.4469912391586803,0.5439963506335361,2.0,0.8608333333333333 monthly,card_spend__company,card_spend,company,6m,6,Toto-2.0-22M,100,200,0.6472282404106405,0.6370582549115202,4.0,0.454201368565905,0.5527712073678834,5.0,0.83 monthly,card_spend__company,card_spend,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.6474585957005009,0.6372849905973349,5.0,0.4882017817394881,0.594150319677276,9.0,0.8516666666666667 monthly,card_spend__company,card_spend,company,6m,6,t0-gamma + past & calendar covariates,100,200,0.6482000546751324,0.6380147989261055,6.0,0.5191217953822117,0.631780530539663,13.0,0.8583333333333333 monthly,card_spend__company,card_spend,company,6m,6,Chronos-2 + past & calendar covariates,100,200,0.6498137264441604,0.639603114850832,7.0,0.4320313598686804,0.5257899093730865,1.0,0.7983333333333333 monthly,card_spend__company,card_spend,company,6m,6,Chronos-2,100,200,0.6648774755986452,0.654430165263052,8.0,0.4522351713433645,0.5503783101028251,4.0,0.8266666666666667 monthly,card_spend__company,card_spend,company,6m,6,TimesFM-3.0,100,200,0.6702177037162003,0.659686481648815,9.0,0.5148599665501356,0.6265938084552707,12.0,0.8266666666666667 monthly,card_spend__company,card_spend,company,6m,6,t0-beta + past & calendar covariates,100,200,0.6716859727991762,0.6611316796197004,10.0,0.633121766242042,0.7705205385917265,18.0,0.8633333333333333 monthly,card_spend__company,card_spend,company,6m,6,t0-gamma,100,200,0.6717003531381931,0.6611458339984917,11.0,0.48663354525336794,0.5922417477621185,8.0,0.8466666666666667 monthly,card_spend__company,card_spend,company,6m,6,TimesFM-2.5,100,200,0.6920517676448392,0.6811774639569731,12.0,0.5635934779632995,0.6859033654215712,16.0,0.835 monthly,card_spend__company,card_spend,company,6m,6,t0-alpha + past & calendar covariates,100,200,0.695599469374822,0.6846694201664478,13.0,0.5835845673478114,0.7102328795544034,17.0,0.8541666666666667 monthly,card_spend__company,card_spend,company,6m,6,TiRex-2 + past & calendar covariates,100,200,0.6985850063111313,0.6876080449542235,14.0,0.489684791302936,0.5959551688997994,10.0,0.83 monthly,card_spend__company,card_spend,company,6m,6,t0-beta,100,200,0.6989763524967111,0.6879932418638849,15.0,0.5403657632762976,0.6576348202772213,14.0,0.86 monthly,card_spend__company,card_spend,company,6m,6,t0-alpha,100,200,0.700836375373014,0.6898240379473828,16.0,0.5490613158313415,0.6682174636095368,15.0,0.8558333333333333 monthly,card_spend__company,card_spend,company,6m,6,TiRex-2,100,200,0.7022080748410912,0.6911741837148818,17.0,0.502036186752384,0.6109870385677105,11.0,0.8241666666666667 monthly,card_spend__company,card_spend,company,6m,6,PatchTST-FM-r2,100,200,0.7167291409623874,0.7054670783463314,18.0,0.4841401317430278,0.5892072188241501,7.0,0.7583333333333333 monthly,card_spend__company,card_spend,company,6m,6,AutoETS,100,200,0.7171066438348747,0.7058386494647644,19.0,0.6886773739238443,0.8381327090069954,19.0,0.8316666666666667 monthly,card_spend__company,card_spend,company,6m,6,AutoTheta,100,200,0.7444622730206882,0.7327644359231307,20.0,0.8045360328481312,0.9791347737515651,20.0,0.8441666666666667 monthly,card_spend__company,card_spend,company,6m,6,Seasonal Naive,100,200,1.0159639804063645,1.0,21.0,0.8216805841401619,1.0,21.0,0.8033333333333332 monthly,card_spend__product,card_spend,product,1m,1,t0-gamma + past & calendar covariates,100,1200,0.6717201308082221,0.6191192066833515,1.0,0.8048155999205931,0.4979452448906214,15.0,0.8291666666666667 monthly,card_spend__product,card_spend,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.6725868728716313,0.6199180760845876,2.0,0.7874434343615774,0.48719696014760944,9.0,0.8383333333333334 monthly,card_spend__product,card_spend,product,1m,1,PatchTST-FM-r2,100,1200,0.674471650602671,0.621655261022326,3.0,0.7750230427894471,0.4795123738602263,5.0,0.805 monthly,card_spend__product,card_spend,product,1m,1,t0-beta + past & calendar covariates,100,1200,0.6763861393994134,0.6234198304176443,4.0,0.7663125789598104,0.47412314675629436,4.0,0.81 monthly,card_spend__product,card_spend,product,1m,1,Timestral-209M,100,1200,0.6767135139200903,0.6237215689605787,5.0,0.7359695097657801,0.4553496699225386,1.0,0.8475 monthly,card_spend__product,card_spend,product,1m,1,Chronos-2,100,1200,0.679454818778231,0.6262482082724111,6.0,0.7592672164881809,0.4697641299310428,2.0,0.81 monthly,card_spend__product,card_spend,product,1m,1,t0-gamma,100,1200,0.679816457085768,0.6265815274805153,7.0,0.7823099737730748,0.4840208508747145,8.0,0.835 monthly,card_spend__product,card_spend,product,1m,1,TimesFM-3.0,100,1200,0.6801463225109141,0.6268855618706757,8.0,0.7806470971975067,0.4829920170850541,7.0,0.8358333333333333 monthly,card_spend__product,card_spend,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.6828651437400926,0.6293914781970146,9.0,0.7644802838921437,0.4729894925176449,3.0,0.7966666666666666 monthly,card_spend__product,card_spend,product,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.6864052142501565,0.6326543335816773,10.0,0.797815282252306,0.4936140976116779,12.0,0.8358333333333333 monthly,card_spend__product,card_spend,product,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.6889129699612732,0.6349657124658474,11.0,0.7927499464487632,0.49048013763699894,11.0,0.8166666666666667 monthly,card_spend__product,card_spend,product,1m,1,t0-beta,100,1200,0.6897615033109205,0.6357477990375956,12.0,0.7903568840672154,0.48899953259686807,10.0,0.8166666666666667 monthly,card_spend__product,card_spend,product,1m,1,Toto-2.0-22M,100,1200,0.6904782870833039,0.6364084530513254,13.0,0.775381538486141,0.4797341777461103,6.0,0.7983333333333333 monthly,card_spend__product,card_spend,product,1m,1,t0-alpha + past & calendar covariates,100,1200,0.6911328675553609,0.6370117747681878,14.0,0.8007137821413356,0.4954074205010462,14.0,0.8208333333333333 monthly,card_spend__product,card_spend,product,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.6945312939285307,0.640144077856376,15.0,0.7995333226914517,0.49467706168355574,13.0,0.7975 monthly,card_spend__product,card_spend,product,1m,1,TiRex-2,100,1200,0.6956396707480162,0.6411656601280885,16.0,0.8054555222376009,0.49834116946624446,16.0,0.8 monthly,card_spend__product,card_spend,product,1m,1,TimesFM-2.5,100,1200,0.6974266790216652,0.6428127317193283,17.0,0.8680029253362942,0.5370397011004775,18.0,0.8375 monthly,card_spend__product,card_spend,product,1m,1,t0-alpha,100,1200,0.7010720160009323,0.6461726103878175,18.0,0.837340789156869,0.5180688152102936,17.0,0.8366666666666667 monthly,card_spend__product,card_spend,product,1m,1,AutoTheta,100,1200,0.738011337434586,0.6802192949108907,19.0,0.9243750635361606,0.5719175515841286,19.0,0.8291666666666667 monthly,card_spend__product,card_spend,product,1m,1,AutoETS,100,1200,0.7684446761168356,0.7082694658637985,20.0,0.9642781011607984,0.5966058501755579,20.0,0.7933333333333333 monthly,card_spend__product,card_spend,product,1m,1,Seasonal Naive,100,1200,1.0849608985750192,1.0,21.0,1.616273291448699,1.0,21.0,0.7783333333333333 monthly,card_spend__product,card_spend,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.7520214916759106,0.6789470975430847,1.0,0.8936927609437831,0.5504400118819981,5.0,0.8341666666666667 monthly,card_spend__product,card_spend,product,3m,3,Chronos-2 + past & calendar covariates,100,400,0.7528111559324765,0.6796600296347383,2.0,0.9043832458600027,0.5570244566727268,9.0,0.7908333333333333 monthly,card_spend__product,card_spend,product,3m,3,t0-gamma + past & calendar covariates,100,400,0.7536989699084441,0.6804615741767673,3.0,0.92829329667803,0.5717510486644481,12.0,0.8258333333333333 monthly,card_spend__product,card_spend,product,3m,3,t0-beta + past & calendar covariates,100,400,0.7557084420172622,0.6822757846361458,4.0,0.8619194673048733,0.5308703198217624,3.0,0.8225 monthly,card_spend__product,card_spend,product,3m,3,Timestral-209M,100,400,0.7578538143044617,0.6842126897693986,5.0,0.8493194479879514,0.5231097615117727,2.0,0.8458333333333333 monthly,card_spend__product,card_spend,product,3m,3,Timestral-209M + past & calendar covariates,100,400,0.7580372134873004,0.6843782679400471,6.0,0.9051509525960011,0.55749729982795,10.0,0.8533333333333333 monthly,card_spend__product,card_spend,product,3m,3,Chronos-2,100,400,0.7621397350278949,0.6880821449215244,7.0,0.8407772395458408,0.5178484753943733,1.0,0.8133333333333332 monthly,card_spend__product,card_spend,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.76307353793652,0.6889252096231401,8.0,0.8688191304675148,0.5351199353934667,4.0,0.7925 monthly,card_spend__product,card_spend,product,3m,3,TimesFM-3.0,100,400,0.7669029683491432,0.692382531910698,9.0,0.9025833099516567,0.5559158466603434,8.0,0.8216666666666668 monthly,card_spend__product,card_spend,product,3m,3,Toto-2.0-22M,100,400,0.7723581902358057,0.6973076665077811,10.0,0.8953458611671413,0.5514581833905449,6.0,0.7908333333333333 monthly,card_spend__product,card_spend,product,3m,3,t0-gamma,100,400,0.7734625315354832,0.6983046982793626,11.0,0.8953724453918989,0.5514745570500741,7.0,0.8183333333333332 monthly,card_spend__product,card_spend,product,3m,3,PatchTST-FM-r2,100,400,0.7790636093357394,0.7033615158805753,12.0,0.9450997679984333,0.5821024296732054,14.0,0.7925 monthly,card_spend__product,card_spend,product,3m,3,TimesFM-2.5,100,400,0.7830924085354033,0.7069988341666523,13.0,0.9998177665279069,0.6158041413542036,18.0,0.8166666666666668 monthly,card_spend__product,card_spend,product,3m,3,t0-beta,100,400,0.7850833475598646,0.7087963124129599,14.0,0.9193613344992633,0.566249706835722,11.0,0.8158333333333333 monthly,card_spend__product,card_spend,product,3m,3,TiRex-2 + past & calendar covariates,100,400,0.7858198545657845,0.7094612525769373,15.0,0.9399659965713313,0.5789404557501434,13.0,0.7875 monthly,card_spend__product,card_spend,product,3m,3,t0-alpha + past & calendar covariates,100,400,0.789517704120524,0.7127997798000706,16.0,0.9617742507011078,0.5923725167300744,17.0,0.8183333333333332 monthly,card_spend__product,card_spend,product,3m,3,t0-alpha,100,400,0.7912231623664207,0.7143395176118876,17.0,0.9479177720736202,0.5838380845474725,15.0,0.8233333333333333 monthly,card_spend__product,card_spend,product,3m,3,TiRex-2,100,400,0.7958180471353596,0.7184879145818515,18.0,0.9581507869033862,0.5901407660177093,16.0,0.7916666666666667 monthly,card_spend__product,card_spend,product,3m,3,AutoTheta,100,400,0.8207303806811999,0.7409795012468543,19.0,1.019658981899995,0.6280246709393733,19.0,0.81 monthly,card_spend__product,card_spend,product,3m,3,AutoETS,100,400,0.8416570760874343,0.7598727366988993,20.0,1.0865502047796236,0.6692240709186019,20.0,0.7775 monthly,card_spend__product,card_spend,product,3m,3,Seasonal Naive,100,400,1.1076289955392125,1.0,21.0,1.6235970163000626,1.0,21.0,0.775 monthly,card_spend__product,card_spend,product,6m,6,t0-beta + past & calendar covariates,100,200,0.8436433104508352,0.7393878051112016,1.0,1.0151962605674063,0.6224921224692402,2.0,0.8358333333333333 monthly,card_spend__product,card_spend,product,6m,6,Timestral-209M + past & calendar covariates,100,200,0.8483018945693148,0.7434706920891685,2.0,1.0300235050054838,0.6315838057418622,5.0,0.8725 monthly,card_spend__product,card_spend,product,6m,6,Chronos-2 + past & calendar covariates,100,200,0.8489963407386676,0.7440793201936825,3.0,1.0422060939554176,0.6390538545857932,7.0,0.7883333333333333 monthly,card_spend__product,card_spend,product,6m,6,Chronos-2,100,200,0.8506266405089533,0.7455081512575841,4.0,0.9943974455403274,0.6097388263688239,1.0,0.8241666666666667 monthly,card_spend__product,card_spend,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.8565072787364779,0.7506620737006825,5.0,1.0389014203036864,0.637027514068754,6.0,0.8433333333333333 monthly,card_spend__product,card_spend,product,6m,6,Timestral-209M,100,200,0.8570411920850307,0.7511300072621957,6.0,1.017917606051821,0.6241607812225916,4.0,0.8641666666666667 monthly,card_spend__product,card_spend,product,6m,6,t0-gamma + past & calendar covariates,100,200,0.859760549978652,0.7535133131443961,7.0,1.104911722443964,0.6775033261655904,14.0,0.84 monthly,card_spend__product,card_spend,product,6m,6,t0-gamma,100,200,0.8642666996957122,0.75746260321465,8.0,1.0477941385462965,0.6424802991787676,8.0,0.835 monthly,card_spend__product,card_spend,product,6m,6,Toto-2.0-22M,100,200,0.8653856285969269,0.7584432574486087,9.0,1.053595836521869,0.6460377505081499,9.0,0.8208333333333333 monthly,card_spend__product,card_spend,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.8668446240100723,0.7597219535549246,10.0,1.01524626563457,0.622522784284696,3.0,0.8116666666666668 monthly,card_spend__product,card_spend,product,6m,6,TiRex-2 + past & calendar covariates,100,200,0.8770606178983507,0.7686754783497185,11.0,1.084454578619265,0.6649595340204362,11.0,0.8158333333333333 monthly,card_spend__product,card_spend,product,6m,6,t0-beta,100,200,0.8775666507859471,0.7691189768536941,12.0,1.0928167177854218,0.6700869817466667,12.0,0.8275 monthly,card_spend__product,card_spend,product,6m,6,PatchTST-FM-r2,100,200,0.8829295390624057,0.7738191316971769,13.0,1.1221849576222551,0.6880948277753728,15.0,0.7858333333333333 monthly,card_spend__product,card_spend,product,6m,6,t0-alpha + past & calendar covariates,100,200,0.88412527507023,0.7748671013916739,14.0,1.1389895686177942,0.6983989811417736,17.0,0.8241666666666667 monthly,card_spend__product,card_spend,product,6m,6,TimesFM-3.0,100,200,0.8879479042733028,0.778217338845348,15.0,1.0587472165311367,0.649196443659583,10.0,0.8308333333333333 monthly,card_spend__product,card_spend,product,6m,6,t0-alpha,100,200,0.8893892542922925,0.7794805701348468,16.0,1.1019435426901998,0.6756833150144872,13.0,0.8275 monthly,card_spend__product,card_spend,product,6m,6,TimesFM-2.5,100,200,0.8955130674987095,0.7848476165506881,17.0,1.1503832858433145,0.7053853142223981,19.0,0.8183333333333332 monthly,card_spend__product,card_spend,product,6m,6,TiRex-2,100,200,0.8971344591251418,0.786268640318722,18.0,1.1234541724709497,0.6888730775342833,16.0,0.8125 monthly,card_spend__product,card_spend,product,6m,6,AutoTheta,100,200,0.9044730586365671,0.7927003525342118,19.0,1.1490161679643904,0.7045470328543783,18.0,0.8175 monthly,card_spend__product,card_spend,product,6m,6,AutoETS,100,200,0.9128321247992827,0.8000264244727503,20.0,1.1744127097162667,0.7201195362141407,20.0,0.7875 monthly,card_spend__product,card_spend,product,6m,6,Seasonal Naive,100,200,1.1410024680133233,1.0,21.0,1.6308580043397596,1.0,21.0,0.7658333333333333 monthly,card_spend__service,card_spend,service,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.4117459620097112,0.46810439802580606,1.0,0.3780498369276314,0.3742133529155893,8.0,0.8216666666666667 monthly,card_spend__service,card_spend,service,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.41295795944722974,0.469482289695051,2.0,0.3697634387155394,0.36601104582364297,4.0,0.795 monthly,card_spend__service,card_spend,service,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.4134671369537494,0.47006116174764945,3.0,0.3629369275915537,0.3592538107533068,1.0,0.8208333333333333 monthly,card_spend__service,card_spend,service,1m,1,t0-gamma + past & calendar covariates,100,1200,0.4140728748416652,0.4707498110497586,4.0,0.3664809266253283,0.3627618449636542,3.0,0.8208333333333333 monthly,card_spend__service,card_spend,service,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.4144641825321689,0.47119467965274875,5.0,0.37584456980431064,0.37203046504292414,7.0,0.7983333333333333 monthly,card_spend__service,card_spend,service,1m,1,Timestral-209M,100,1200,0.41535309239469775,0.472205260580045,6.0,0.3723641312566779,0.36858534630114403,6.0,0.8308333333333333 monthly,card_spend__service,card_spend,service,1m,1,Toto-2.0-22M,100,1200,0.4205859078296064,0.47815432661868246,7.0,0.3718242170139557,0.36805091115709543,5.0,0.8116666666666666 monthly,card_spend__service,card_spend,service,1m,1,PatchTST-FM-r2,100,1200,0.4224107001405531,0.4802288905125663,8.0,0.36494390916966296,0.36124042530044614,2.0,0.8025 monthly,card_spend__service,card_spend,service,1m,1,TimesFM-3.0,100,1200,0.4231893516437698,0.48111412127817255,9.0,0.39315278079024835,0.38916303073493913,10.0,0.8175 monthly,card_spend__service,card_spend,service,1m,1,t0-beta + past & calendar covariates,100,1200,0.4236479334469816,0.4816354722536388,10.0,0.4639106014284618,0.4592027945957404,17.0,0.815 monthly,card_spend__service,card_spend,service,1m,1,Chronos-2,100,1200,0.4252059699234647,0.48340676764987434,11.0,0.3975842038059864,0.3935494832682439,11.0,0.7891666666666667 monthly,card_spend__service,card_spend,service,1m,1,t0-gamma,100,1200,0.42700200909914154,0.4854486427736943,12.0,0.3825710457381981,0.37868868008933854,9.0,0.8183333333333334 monthly,card_spend__service,card_spend,service,1m,1,TiRex-2,100,1200,0.43175735165740375,0.4908548810152957,13.0,0.40505486690358516,0.40094433339957813,13.0,0.8091666666666667 monthly,card_spend__service,card_spend,service,1m,1,t0-beta,100,1200,0.43185886158270087,0.4909702852860332,14.0,0.443790765629698,0.43928713671434905,15.0,0.8125 monthly,card_spend__service,card_spend,service,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.4329381998122966,0.4921973597903345,15.0,0.40276784603535204,0.3986805214264142,12.0,0.8066666666666666 monthly,card_spend__service,card_spend,service,1m,1,t0-alpha + past & calendar covariates,100,1200,0.4335603554152436,0.4929046740104289,16.0,0.44604913246580136,0.4415225854390985,16.0,0.8191666666666667 monthly,card_spend__service,card_spend,service,1m,1,TimesFM-2.5,100,1200,0.43422475904108704,0.4936600190241446,17.0,0.46536605475459497,0.4606434778495959,18.0,0.8541666666666666 monthly,card_spend__service,card_spend,service,1m,1,t0-alpha,100,1200,0.44767021638618454,0.5089458464454711,18.0,0.4338642363246232,0.4294613427284149,14.0,0.825 monthly,card_spend__service,card_spend,service,1m,1,AutoTheta,100,1200,0.49398386238004616,0.5615987523113106,19.0,0.477724691569181,0.4728766980975856,19.0,0.8316666666666667 monthly,card_spend__service,card_spend,service,1m,1,AutoETS,100,1200,0.6379250998593119,0.7252421939918198,20.0,0.5054914498559789,0.5003616768044761,20.0,0.8541666666666666 monthly,card_spend__service,card_spend,service,1m,1,Seasonal Naive,100,1200,0.8796028487367729,1.0,21.0,1.010252130187635,1.0,21.0,0.7666666666666667 monthly,card_spend__service,card_spend,service,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.45722464192390355,0.5143967699963518,1.0,0.43645013872549004,0.42889093244356147,3.0,0.8233333333333333 monthly,card_spend__service,card_spend,service,3m,3,Timestral-209M + past & calendar covariates,100,400,0.4637135027492554,0.5216970087487337,2.0,0.44741505988362706,0.4396659439338004,8.0,0.8375 monthly,card_spend__service,card_spend,service,3m,3,t0-gamma + past & calendar covariates,100,400,0.4684917821600839,0.5270727721475037,3.0,0.44000887490851676,0.4323880322138034,5.0,0.8241666666666667 monthly,card_spend__service,card_spend,service,3m,3,Timestral-209M,100,400,0.4688135870288871,0.5274348160311949,4.0,0.44081730727660107,0.4331824627372482,6.0,0.8425 monthly,card_spend__service,card_spend,service,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.4688301580628474,0.5274534591347443,5.0,0.43648828644849696,0.428928419457631,4.0,0.8091666666666667 monthly,card_spend__service,card_spend,service,3m,3,TimesFM-3.0,100,400,0.47140448998528534,0.5303496897933293,6.0,0.46160994830881646,0.4536149804729798,10.0,0.825 monthly,card_spend__service,card_spend,service,3m,3,t0-beta + past & calendar covariates,100,400,0.47197022672873834,0.5309861671981252,7.0,0.5716656580186777,0.5617645530588382,18.0,0.8258333333333333 monthly,card_spend__service,card_spend,service,3m,3,Chronos-2 + past & calendar covariates,100,400,0.473073169118042,0.532227023334318,8.0,0.4564017556635523,0.4484969924102518,9.0,0.7891666666666667 monthly,card_spend__service,card_spend,service,3m,3,Toto-2.0-22M,100,400,0.4735634424710345,0.5327786012810654,9.0,0.4353561350226214,0.4278158766087983,2.0,0.8358333333333333 monthly,card_spend__service,card_spend,service,3m,3,PatchTST-FM-r2,100,400,0.47508915161056875,0.5344950876235949,10.0,0.43121836316286505,0.4237497699136511,1.0,0.7933333333333333 monthly,card_spend__service,card_spend,service,3m,3,t0-gamma,100,400,0.4768335528751889,0.5364576117174898,11.0,0.44342223811933484,0.4357422768350363,7.0,0.8358333333333333 monthly,card_spend__service,card_spend,service,3m,3,Chronos-2,100,400,0.4778320758555728,0.5375809916685689,12.0,0.47091726102127435,0.4627610928775874,11.0,0.8016666666666667 monthly,card_spend__service,card_spend,service,3m,3,t0-beta,100,400,0.4815271329753265,0.5417380848631864,13.0,0.4786628786368255,0.47037255835033503,12.0,0.8283333333333333 monthly,card_spend__service,card_spend,service,3m,3,t0-alpha + past & calendar covariates,100,400,0.48424835485286316,0.544799572840646,14.0,0.5125925768496548,0.5037146027509252,16.0,0.8225 monthly,card_spend__service,card_spend,service,3m,3,TimesFM-2.5,100,400,0.48648049821356715,0.5473108271118146,15.0,0.516962656266655,0.5080089934950384,17.0,0.8358333333333333 monthly,card_spend__service,card_spend,service,3m,3,TiRex-2 + past & calendar covariates,100,400,0.49253112854925135,0.5541180383067787,16.0,0.4907384646468116,0.482238998257421,15.0,0.8091666666666667 monthly,card_spend__service,card_spend,service,3m,3,t0-alpha,100,400,0.49401676967651653,0.555789446466285,17.0,0.48350848332132346,0.4751342383842927,13.0,0.8241666666666667 monthly,card_spend__service,card_spend,service,3m,3,TiRex-2,100,400,0.4952668625687573,0.5571958530485249,18.0,0.48618787220415,0.4777672209277057,14.0,0.8133333333333332 monthly,card_spend__service,card_spend,service,3m,3,AutoTheta,100,400,0.5609150210506415,0.631052766221875,19.0,0.5815496397188187,0.5714773466897615,19.0,0.8258333333333333 monthly,card_spend__service,card_spend,service,3m,3,AutoETS,100,400,0.6821386535452647,0.767434402915982,20.0,0.6398075721341522,0.6287262664147287,20.0,0.86 monthly,card_spend__service,card_spend,service,3m,3,Seasonal Naive,100,400,0.8888559738179272,1.0,21.0,1.0176250083881717,1.0,21.0,0.7575 monthly,card_spend__service,card_spend,service,6m,6,Timestral-209M + past & calendar covariates,100,200,0.5308535127101254,0.5883977786780336,1.0,0.507098633331865,0.49656702914919976,2.0,0.8541666666666667 monthly,card_spend__service,card_spend,service,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.5308942519588075,0.5884429340417179,2.0,0.5082301959937755,0.4976750911166106,3.0,0.835 monthly,card_spend__service,card_spend,service,6m,6,Timestral-209M,100,200,0.5363194883649719,0.5944562634701952,3.0,0.5098774481503653,0.4992881325564642,4.0,0.8575 monthly,card_spend__service,card_spend,service,6m,6,Toto-2.0-22M,100,200,0.5382314058861561,0.5965754319329548,4.0,0.506184749602549,0.4956721252811445,1.0,0.8458333333333333 monthly,card_spend__service,card_spend,service,6m,6,TimesFM-3.0,100,200,0.5412469036070113,0.5999178081593107,5.0,0.5433760414831493,0.5320910152277168,10.0,0.8375 monthly,card_spend__service,card_spend,service,6m,6,Chronos-2 + past & calendar covariates,100,200,0.5446750715120059,0.6037175878196849,6.0,0.5635351571640124,0.5518314592477465,12.0,0.7858333333333333 monthly,card_spend__service,card_spend,service,6m,6,t0-beta + past & calendar covariates,100,200,0.5453103304641264,0.6044217085372907,7.0,0.7028002762771911,0.6882042709979277,19.0,0.8383333333333333 monthly,card_spend__service,card_spend,service,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.5470878812706793,0.606391944998049,8.0,0.5216643509906522,0.5108302408201264,6.0,0.8025 monthly,card_spend__service,card_spend,service,6m,6,t0-alpha + past & calendar covariates,100,200,0.5473015174866693,0.6066287392773069,9.0,0.6025505546514949,0.590036571129315,16.0,0.84 monthly,card_spend__service,card_spend,service,6m,6,Chronos-2,100,200,0.5491167559574035,0.6086407487269535,10.0,0.5403942412487687,0.5291711420776471,9.0,0.8075 monthly,card_spend__service,card_spend,service,6m,6,t0-gamma + past & calendar covariates,100,200,0.5527138124596509,0.6126277244274562,11.0,0.5366376457223703,0.5254925648588479,8.0,0.8266666666666667 monthly,card_spend__service,card_spend,service,6m,6,PatchTST-FM-r2,100,200,0.556698924878023,0.6170448211191245,12.0,0.5167698116229814,0.5060373529811495,5.0,0.7858333333333333 monthly,card_spend__service,card_spend,service,6m,6,TiRex-2 + past & calendar covariates,100,200,0.5589710113646673,0.6195632006903188,13.0,0.5630492660241693,0.5513556592673433,11.0,0.845 monthly,card_spend__service,card_spend,service,6m,6,TimesFM-2.5,100,200,0.5599300498813615,0.6206261985218838,14.0,0.616595944446578,0.6037902612900662,17.0,0.8391666666666667 monthly,card_spend__service,card_spend,service,6m,6,t0-alpha,100,200,0.5601175143991799,0.6208339841034507,15.0,0.5806494824207888,0.5685903481305902,15.0,0.8391666666666667 monthly,card_spend__service,card_spend,service,6m,6,t0-gamma,100,200,0.5601516715036354,0.6208718438216337,16.0,0.5249816686198094,0.5140786632207777,7.0,0.8475 monthly,card_spend__service,card_spend,service,6m,6,t0-beta,100,200,0.5637641045305167,0.6248758628546599,17.0,0.5715665551504956,0.5596960583137292,14.0,0.8475 monthly,card_spend__service,card_spend,service,6m,6,TiRex-2,100,200,0.5671131069248703,0.628587895501039,18.0,0.5668265788367937,0.5550545235084239,13.0,0.8433333333333333 monthly,card_spend__service,card_spend,service,6m,6,AutoTheta,100,200,0.6347719529989047,0.7035809280132292,19.0,0.6924470469624222,0.6780660612197706,18.0,0.8325 monthly,card_spend__service,card_spend,service,6m,6,AutoETS,100,200,0.7927134674537342,0.8786432268229808,20.0,0.7267147319883352,0.7116220628152278,20.0,0.8516666666666667 monthly,card_spend__service,card_spend,service,6m,6,Seasonal Naive,100,200,0.9022017620508457,1.0,21.0,1.021208826934623,1.0,21.0,0.7475 monthly,clickstream_visits,clickstream_visits,original,1m,1,Chronos-2 + past & calendar covariates,100,1112,0.5215144320620201,0.49535281569839423,1.0,0.8453025897030582,0.2635784445149747,1.0,0.7751798561151079 monthly,clickstream_visits,clickstream_visits,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1112,0.5219752014440237,0.4957904707214022,2.0,0.8551944713017336,0.26666288646140374,3.0,0.7553956834532374 monthly,clickstream_visits,clickstream_visits,original,1m,1,Timestral-209M + past & calendar covariates,100,1112,0.5254810676984045,0.49912046623792705,3.0,0.8573973272429772,0.26734977107474384,4.0,0.8066546762589928 monthly,clickstream_visits,clickstream_visits,original,1m,1,TimesFM-3.0,100,1112,0.529661869488941,0.5030915393501911,4.0,0.8628520597332774,0.2690506411803751,6.0,0.7679856115107914 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-gamma + past & calendar covariates,100,1112,0.5315493926759949,0.5048843754979968,5.0,0.8638711634430225,0.26936841350697877,7.0,0.7787769784172662 monthly,clickstream_visits,clickstream_visits,original,1m,1,TimesFM-2.5,100,1112,0.5334716635893458,0.5067102162627454,6.0,0.8813624799132216,0.27482247699133855,10.0,0.7886690647482014 monthly,clickstream_visits,clickstream_visits,original,1m,1,Timestral-209M,100,1112,0.53375304152896,0.5069774789617126,7.0,0.8517839241071248,0.26559942500340006,2.0,0.8030575539568345 monthly,clickstream_visits,clickstream_visits,original,1m,1,TiRex-2 + past & calendar covariates,100,1112,0.536066411418107,0.509174799338466,8.0,0.8577939075787279,0.26747343096801246,5.0,0.7571942446043165 monthly,clickstream_visits,clickstream_visits,original,1m,1,Chronos-2,100,1112,0.5380855860476003,0.5110926826732599,9.0,0.8852262488336419,0.27602726000562866,12.0,0.783273381294964 monthly,clickstream_visits,clickstream_visits,original,1m,1,PatchTST-FM-r2,100,1112,0.5394877665236332,0.5124245231827812,10.0,0.9036343304441382,0.2817671850650133,17.0,0.7428057553956835 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-beta + past & calendar covariates,100,1112,0.540890369013659,0.513756764536089,11.0,0.8838522981358905,0.27559884089019593,11.0,0.7652877697841727 monthly,clickstream_visits,clickstream_visits,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1112,0.5430035182626285,0.5157639082815253,12.0,0.8926301056946716,0.2783358972896186,15.0,0.7401079136690647 monthly,clickstream_visits,clickstream_visits,original,1m,1,Toto-2.0-22M,100,1112,0.5438524405730621,0.5165702446567619,13.0,0.8869736798201844,0.2765721360617779,13.0,0.7284172661870504 monthly,clickstream_visits,clickstream_visits,original,1m,1,TiRex-2,100,1112,0.5439911481081025,0.5167019939695645,14.0,0.8805559262824065,0.2745709810725779,9.0,0.7562949640287769 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-gamma,100,1112,0.5505646824551563,0.5229457689213496,15.0,0.8740414751086149,0.2725396742622439,8.0,0.77068345323741 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-alpha,100,1112,0.5599510930734033,0.5318613130428533,16.0,0.9022580111189261,0.28133802737483904,16.0,0.7482014388489209 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-beta,100,1112,0.5625019177516886,0.5342841763598771,17.0,0.8878873203357855,0.27685702333040985,14.0,0.7571942446043165 monthly,clickstream_visits,clickstream_visits,original,1m,1,t0-alpha + past & calendar covariates,100,1112,0.5862260904146097,0.5568182329577496,18.0,0.9835841006949889,0.30669676216408676,18.0,0.737410071942446 monthly,clickstream_visits,clickstream_visits,original,1m,1,AutoTheta,100,1112,0.603322546565986,0.5730570504715117,19.0,1.0366065908959485,0.323229996134645,20.0,0.7248201438848921 monthly,clickstream_visits,clickstream_visits,original,1m,1,AutoETS,100,1112,0.6175147410358631,0.5865372977271748,20.0,1.008520133883339,0.31447220366896605,19.0,0.8336330935251799 monthly,clickstream_visits,clickstream_visits,original,1m,1,Seasonal Naive,100,1112,1.0528141065005168,1.0,21.0,3.207024729425603,1.0,21.0,0.6609712230215827 monthly,clickstream_visits,clickstream_visits,original,3m,3,Timestral-209M + past & calendar covariates,100,384,0.6264239961700001,0.589067833523472,1.0,1.2580689566260688,0.3874669220447475,5.0,0.8138020833333334 monthly,clickstream_visits,clickstream_visits,original,3m,3,TimesFM-2.5,100,384,0.6453755481795157,0.6068892288601907,2.0,1.2087861701913025,0.3722885413454269,1.0,0.7269965277777778 monthly,clickstream_visits,clickstream_visits,original,3m,3,TimesFM-3.0,100,384,0.6491259054168858,0.6104159373296363,3.0,1.2743433203506682,0.3924791891286745,9.0,0.7300347222222222 monthly,clickstream_visits,clickstream_visits,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,384,0.6522450766287651,0.6133490999150489,4.0,1.3181546707271725,0.40597244718229775,16.0,0.7122395833333334 monthly,clickstream_visits,clickstream_visits,original,3m,3,Chronos-2 + past & calendar covariates,100,384,0.6553201870076415,0.6162408291907561,5.0,1.273943955782297,0.3923561906560824,8.0,0.7356770833333334 monthly,clickstream_visits,clickstream_visits,original,3m,3,TiRex-2 + past & calendar covariates,100,384,0.6586967607643123,0.6194160443800454,6.0,1.240335942415878,0.38200541184817993,3.0,0.7339409722222222 monthly,clickstream_visits,clickstream_visits,original,3m,3,Timestral-209M,100,384,0.661758860709906,0.6222955390865248,7.0,1.2259743939887486,0.37758226402663303,2.0,0.7782118055555555 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-gamma + past & calendar covariates,100,384,0.6627724360164863,0.6232486708528854,8.0,1.256425997511475,0.38696091455777776,4.0,0.7660590277777778 monthly,clickstream_visits,clickstream_visits,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,384,0.6646015603447152,0.6249687171982723,9.0,1.2877740199658756,0.39661564906865115,13.0,0.7022569444444445 monthly,clickstream_visits,clickstream_visits,original,3m,3,PatchTST-FM-r2,100,384,0.6734404950499955,0.6332805509551673,10.0,1.3009928045447845,0.4006868422627813,14.0,0.6779513888888888 monthly,clickstream_visits,clickstream_visits,original,3m,3,Toto-2.0-22M,100,384,0.6742990550164651,0.6340879115647392,11.0,1.2780729330602134,0.3936278555426857,11.0,0.7018229166666666 monthly,clickstream_visits,clickstream_visits,original,3m,3,Chronos-2,100,384,0.677525886506556,0.6371223142163536,12.0,1.3083842216670891,0.40296329112263457,15.0,0.7669270833333334 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-beta + past & calendar covariates,100,384,0.6812143518069423,0.6405908216119985,13.0,1.2874808377317013,0.3965253532090519,12.0,0.7330729166666666 monthly,clickstream_visits,clickstream_visits,original,3m,3,TiRex-2,100,384,0.686346800102407,0.6454172015344882,14.0,1.2735325453061717,0.392229482219282,7.0,0.7174479166666666 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-gamma,100,384,0.687199028749811,0.6462186083868154,15.0,1.2725365186787887,0.39192272051949273,6.0,0.7578125 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-alpha,100,384,0.699447300704513,0.6577364670079348,16.0,1.3579416078375017,0.41822624454255586,17.0,0.7131076388888888 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-beta,100,384,0.7109421881156849,0.6685458684122476,17.0,1.2745590783466292,0.3925456394501463,10.0,0.7256944444444445 monthly,clickstream_visits,clickstream_visits,original,3m,3,t0-alpha + past & calendar covariates,100,384,0.7488839035061132,0.7042249679069265,18.0,1.5465514703823966,0.47631533617990296,20.0,0.6714409722222222 monthly,clickstream_visits,clickstream_visits,original,3m,3,AutoTheta,100,384,0.757043394144528,0.7118978755579956,19.0,1.5115219206469956,0.46552674486692025,19.0,0.6692708333333334 monthly,clickstream_visits,clickstream_visits,original,3m,3,AutoETS,100,384,0.7626252985211289,0.7171469087019416,20.0,1.4484414932161922,0.44609889162473493,18.0,0.80859375 monthly,clickstream_visits,clickstream_visits,original,3m,3,Seasonal Naive,100,384,1.0634157231486985,1.0,21.0,3.2469067294492246,1.0,21.0,0.6497395833333334 monthly,clickstream_visits,clickstream_visits,original,6m,6,Timestral-209M + past & calendar covariates,100,195,0.6459300309554408,0.6084958864097398,1.0,1.2048461138324633,0.36424797543666804,10.0,0.8601709401709402 monthly,clickstream_visits,clickstream_visits,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,195,0.6593184050340842,0.6211083524078277,2.0,1.2126723014174423,0.3666139813111847,12.0,0.7627350427350427 monthly,clickstream_visits,clickstream_visits,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,195,0.6606650359621806,0.6223769408632162,3.0,1.178810538191622,0.3563769240155541,4.0,0.7680341880341881 monthly,clickstream_visits,clickstream_visits,original,6m,6,TimesFM-2.5,100,195,0.6630426077847897,0.6246167231993329,4.0,1.1806464950930553,0.3569319688272179,6.0,0.7520512820512821 monthly,clickstream_visits,clickstream_visits,original,6m,6,Toto-2.0-22M,100,195,0.6706129178126529,0.631748304469811,5.0,1.2017892854752614,0.3633238378828468,8.0,0.7784615384615385 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-gamma + past & calendar covariates,100,195,0.6712761189347052,0.6323730705207627,6.0,1.179610206398404,0.35661867897662114,5.0,0.8163247863247863 monthly,clickstream_visits,clickstream_visits,original,6m,6,TiRex-2 + past & calendar covariates,100,195,0.67170567529599,0.6327777324288587,7.0,1.146872650179965,0.34672149091550036,1.0,0.7782905982905983 monthly,clickstream_visits,clickstream_visits,original,6m,6,Timestral-209M,100,195,0.6722973577242068,0.633335124571005,8.0,1.174829947198198,0.3551735153862279,3.0,0.8266666666666667 monthly,clickstream_visits,clickstream_visits,original,6m,6,TimesFM-3.0,100,195,0.6730070329865355,0.634003671405985,9.0,1.2662071133558386,0.3827985767047962,16.0,0.7605128205128205 monthly,clickstream_visits,clickstream_visits,original,6m,6,Chronos-2 + past & calendar covariates,100,195,0.6784694009113952,0.6391494739744413,10.0,1.2518413177862617,0.3784555225241168,14.0,0.783931623931624 monthly,clickstream_visits,clickstream_visits,original,6m,6,TiRex-2,100,195,0.693582881038906,0.6533870694510326,11.0,1.1625512843885846,0.35146144127309087,2.0,0.7646153846153846 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-gamma,100,195,0.6951458449683199,0.6548594535732701,12.0,1.1824979807138345,0.3574917082671151,7.0,0.8158974358974359 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-alpha,100,195,0.7058349451717777,0.6649290790613508,13.0,1.2191655954011802,0.36857702801095643,13.0,0.7562393162393163 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-beta + past & calendar covariates,100,195,0.7061190864316044,0.6651967532357626,14.0,1.2039435709407305,0.363975119494914,9.0,0.7782051282051282 monthly,clickstream_visits,clickstream_visits,original,6m,6,PatchTST-FM-r2,100,195,0.7073886025648268,0.6663926959970149,15.0,1.2525897393563437,0.37868178464883606,15.0,0.7109401709401709 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-beta,100,195,0.7115114043254883,0.6702765654435779,16.0,1.2063867154888153,0.3647137287207083,11.0,0.7878632478632478 monthly,clickstream_visits,clickstream_visits,original,6m,6,Chronos-2,100,195,0.7117676585280477,0.6705179687235926,17.0,1.337775404371442,0.40443503700342714,17.0,0.8088888888888888 monthly,clickstream_visits,clickstream_visits,original,6m,6,t0-alpha + past & calendar covariates,100,195,0.7617863721477784,0.7176379043551542,18.0,1.42521061960449,0.43086837132294636,18.0,0.7185470085470086 monthly,clickstream_visits,clickstream_visits,original,6m,6,AutoTheta,100,195,0.7640762728473913,0.7197950964490721,19.0,1.4282199786344385,0.4317781579931578,19.0,0.7180341880341881 monthly,clickstream_visits,clickstream_visits,original,6m,6,AutoETS,100,195,0.777232191550563,0.7321885787601201,20.0,1.5733134225905578,0.47564267529822757,20.0,0.875897435897436 monthly,clickstream_visits,clickstream_visits,original,6m,6,Seasonal Naive,100,195,1.0615191415123126,1.0,21.0,3.307763378473329,1.0,21.0,0.6418803418803419 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Chronos-2 + past & calendar covariates,100,1160,0.5945774972133677,0.5178655940733465,1.0,0.6773184574890261,0.26397385185514904,1.0,0.7905172413793103 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Timestral-209M + past & calendar covariates,100,1160,0.6013874507869799,0.5237969329981107,2.0,0.6931453093374417,0.27014210993076004,7.0,0.7931034482758621 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,PatchTST-FM-r2,100,1160,0.6081388169780776,0.5296772434366083,3.0,0.6982151373413392,0.2721179929317834,10.0,0.7370689655172413 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1160,0.6086544693574816,0.5301263667671193,4.0,0.7162276020016356,0.2791380580506499,14.0,0.7594827586206897 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-gamma + past & calendar covariates,100,1160,0.6108430437212912,0.532032573053768,5.0,0.7014344395417841,0.2733726636007146,12.0,0.775 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,TimesFM-2.5,100,1160,0.6122469046411209,0.5332553089841577,6.0,0.722241615953681,0.2814819221672686,16.0,0.7810344827586206 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,TimesFM-3.0,100,1160,0.620993402993287,0.5408733412615895,7.0,0.7107300716225774,0.27699548500571824,13.0,0.7603448275862069 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Timestral-209M,100,1160,0.621141593251154,0.5410024121334033,8.0,0.6907037700208609,0.26919055969508077,6.0,0.7982758620689655 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,TiRex-2 + past & calendar covariates,100,1160,0.6231668465793643,0.5427663689310926,9.0,0.6956704225283014,0.27112623172456524,9.0,0.7577586206896552 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Chronos-2,100,1160,0.6236841391428027,0.5432169208304335,10.0,0.6991551475063494,0.2724843466038222,11.0,0.7672413793103449 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,TiRex-2,100,1160,0.6263164337246656,0.5455095989149579,11.0,0.6949440827924325,0.2708431526268192,8.0,0.7560344827586207 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-beta + past & calendar covariates,100,1160,0.6263604568652377,0.545547942225884,12.0,0.7497186268375321,0.2921906402308001,18.0,0.7577586206896552 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Toto-2.0-22M,100,1160,0.6301857647014868,0.5488797119689655,13.0,0.6858476750815166,0.26729797567948305,4.0,0.7387931034482759 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1160,0.6306216193066196,0.5492593329688764,14.0,0.7198020807000955,0.28053115298254455,15.0,0.7517241379310344 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-gamma,100,1160,0.6318763969417873,0.5503522202182451,15.0,0.684080634812977,0.26660930047668585,2.0,0.7663793103448275 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-alpha,100,1160,0.6395663663365833,0.5570500360415923,16.0,0.7305909256768975,0.2847359298258519,17.0,0.756896551724138 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-beta,100,1160,0.6406994415537062,0.5580369228195065,17.0,0.6851591897958302,0.2670296497379725,3.0,0.7629310344827587 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,t0-alpha + past & calendar covariates,100,1160,0.6568220796440699,0.5720794313096984,18.0,0.8453801791147126,0.32947317424392225,19.0,0.7413793103448276 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,AutoTheta,100,1160,0.6848006132717982,0.5964481973769165,19.0,0.6887168070890612,0.268416173211439,5.0,0.7310344827586207 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,AutoETS,100,1160,0.6897347792197388,0.600745761263647,20.0,2.2966227172407976,0.8950713482334337,20.0,0.8517241379310345 monthly,clickstream_visits__company,clickstream_visits,company,1m,1,Seasonal Naive,100,1160,1.148130912765671,1.0,21.0,2.565854355380216,1.0,21.0,0.6586206896551724 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Timestral-209M + past & calendar covariates,100,396,0.6821378403133672,0.5863959147916329,1.0,0.9333864825091507,0.3580630866418876,13.0,0.8320707070707071 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-gamma + past & calendar covariates,100,396,0.6983123945157671,0.6003002783195467,2.0,0.9058800817361173,0.3475111588523135,9.0,0.8047138047138047 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,TimesFM-2.5,100,396,0.70410606275238,0.605280772267877,3.0,0.9251344408053181,0.35489746170629943,12.0,0.7512626262626263 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,PatchTST-FM-r2,100,396,0.7057303835893887,0.6066771104371469,4.0,0.9502533543638731,0.3645335083926503,15.0,0.7239057239057239 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,396,0.7099768363718144,0.6103275494200159,5.0,0.8957624953123493,0.3436298789193518,8.0,0.7638888888888888 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Chronos-2 + past & calendar covariates,100,396,0.7115175117566194,0.6116519822520292,6.0,0.8597300284143917,0.3298072057195845,2.0,0.7941919191919192 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,TiRex-2 + past & calendar covariates,100,396,0.712775677783525,0.6127335575212859,7.0,0.8795800617100682,0.33742201943821415,5.0,0.773989898989899 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,TimesFM-3.0,100,396,0.7198821532678313,0.6188425987535532,8.0,1.0000875257434736,0.3836507524912069,18.0,0.7626262626262627 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Timestral-209M,100,396,0.7228185534391816,0.6213668584601869,9.0,0.9082155391322144,0.3484070804235357,10.0,0.819023569023569 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-gamma,100,396,0.7235561674979255,0.6220009441906335,10.0,0.9110591517812493,0.34949793907791665,11.0,0.8017676767676768 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,TiRex-2,100,396,0.7251144957558673,0.6233405522146387,11.0,0.89330691942018,0.34268787782986754,7.0,0.7727272727272727 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,396,0.7296810523093596,0.6272661665837268,12.0,0.9340871791864481,0.35833188592254395,14.0,0.752946127946128 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Toto-2.0-22M,100,396,0.7300429876562364,0.6275773022461756,13.0,0.8622539096890423,0.33077540992700954,3.0,0.7558922558922558 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-beta,100,396,0.7301810623407918,0.6276959973634589,14.0,0.8863574842363086,0.3400219551290528,6.0,0.7824074074074073 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Chronos-2,100,396,0.7325144842205121,0.6297019102111098,15.0,0.8725140724931675,0.33471138460838423,4.0,0.7937710437710437 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-beta + past & calendar covariates,100,396,0.7328166294263269,0.6299616476188488,16.0,0.9722144670605884,0.37295816842965607,17.0,0.7588383838383839 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-alpha,100,396,0.7367344724463236,0.6333295990884016,17.0,0.9717258371819172,0.3727707216154359,16.0,0.7588383838383839 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,t0-alpha + past & calendar covariates,100,396,0.7963230597298894,0.6845545892388313,18.0,1.206766892488391,0.46293650752264454,19.0,0.7125420875420876 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,AutoTheta,100,396,0.8025068663829809,0.6898704634579896,19.0,0.8304143272673755,0.3185611992298035,1.0,0.7117003367003366 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,AutoETS,100,396,0.8249007966704577,0.7091212782649683,20.0,2.924408574337544,1.1218533590870137,21.0,0.8472222222222222 monthly,clickstream_visits__company,clickstream_visits,company,3m,3,Seasonal Naive,100,396,1.1632718153497963,1.0,21.0,2.6067654481308367,1.0,20.0,0.6485690235690236 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Timestral-209M + past & calendar covariates,100,199,0.742871691289508,0.6273133670895051,1.0,1.2962967378147319,0.484951069859861,17.0,0.852177554438861 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-gamma + past & calendar covariates,100,199,0.7570229533110245,0.6392633120549323,2.0,1.1563379668200886,0.4325917961301881,8.0,0.8322445561139029 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,TiRex-2 + past & calendar covariates,100,199,0.7598839517970722,0.6416792643850112,3.0,1.1375948146236263,0.4255798894848443,6.0,0.7979061976549414 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,TimesFM-2.5,100,199,0.7603603757797336,0.6420815776461434,4.0,1.2496773208856804,0.46751051365349516,16.0,0.7642378559463987 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,TiRex-2,100,199,0.7716154624176668,0.6515858653697342,5.0,1.1783216352232624,0.4408159960379466,9.0,0.7943886097152429 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Toto-2.0-22M,100,199,0.7764720561781835,0.6556869856846127,6.0,1.1183646994777527,0.4183858075732901,5.0,0.7924623115577889 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,199,0.7772073086156776,0.6563078650203491,7.0,1.2436044832663469,0.46523863483542016,14.0,0.7847571189279732 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,PatchTST-FM-r2,100,199,0.7795788166599363,0.6583104701993692,8.0,1.1849094816792876,0.4432805422284335,10.0,0.7340033500837521 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,199,0.7799610195641997,0.6586332190584201,9.0,1.1422211707126912,0.42731063235373934,7.0,0.7880234505862647 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Timestral-209M,100,199,0.7803181658110716,0.6589348089793924,10.0,1.2140182215770807,0.45417026689093953,13.0,0.8355108877721944 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-gamma,100,199,0.790935493660659,0.6679005452712902,11.0,1.1127570483315923,0.4162879573331392,4.0,0.8235343383584589 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Chronos-2 + past & calendar covariates,100,199,0.7925644413326922,0.669276099974663,12.0,1.185664292638687,0.4435629207700317,11.0,0.8176716917922948 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,TimesFM-3.0,100,199,0.7965452428269707,0.6726376629718422,13.0,1.4328552796868828,0.5360383009293779,18.0,0.7730318257956449 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-beta,100,199,0.7995766261128252,0.6751974956835819,14.0,1.0805075116710852,0.40422324494918127,2.0,0.8062814070351758 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-alpha,100,199,0.8125167378152259,0.6861246923148825,15.0,1.1015204866897672,0.41208430362423965,3.0,0.7823283082077052 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-beta + past & calendar covariates,100,199,0.8199157420346938,0.6923727352871041,16.0,1.2480648605399736,0.46690728420228533,15.0,0.7664991624790619 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Chronos-2,100,199,0.8300426083638617,0.7009243044066493,17.0,1.2125070741402346,0.4536049391038389,12.0,0.8053601340033502 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,t0-alpha + past & calendar covariates,100,199,0.8540937372840995,0.7212341302381714,18.0,1.4863052710672384,0.5560342090789272,19.0,0.7324958123953099 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,AutoTheta,100,199,0.8890341014054575,0.7507393028289525,19.0,0.9945936978095431,0.37208245902223985,1.0,0.7122278056951423 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,AutoETS,100,199,0.9057046706141427,0.7648166610379403,20.0,3.9065526359410327,1.4614608098583566,21.0,0.8731155778894473 monthly,clickstream_visits__company,clickstream_visits,company,6m,6,Seasonal Naive,100,199,1.1842114806769533,1.0,21.0,2.673046454334723,1.0,20.0,0.6369346733668342 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Timestral-209M + past & calendar covariates,98,1100,0.6040927146999495,0.5587369303322345,1.0,0.7727028206091556,0.48506355249037003,4.0,0.8109090909090909 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-gamma + past & calendar covariates,98,1100,0.6123211118538215,0.5663475325716482,2.0,0.7871734877440869,0.4941475017398912,9.0,0.7790909090909091 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Chronos-2 + past & calendar covariates,98,1100,0.6153468539863638,0.5691460994637407,3.0,0.7834580575176626,0.4918151435077332,7.0,0.769090909090909 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,TimesFM-2.5,98,1100,0.6256511916297074,0.578676778850941,4.0,0.7829847425752138,0.49151802044656717,6.0,0.7754545454545455 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,TimesFM-3.0 + past & calendar covariates,98,1100,0.6263131338982207,0.5792890219423844,5.0,0.7626647500972749,0.47876216208156686,1.0,0.7445454545454545 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Timestral-209M,98,1100,0.6274839275208294,0.5803719114042674,6.0,0.7858134212472103,0.49329372112850683,8.0,0.8090909090909091 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,TiRex-2 + past & calendar covariates,98,1100,0.6309964903855253,0.58362074812231,7.0,0.7713160135707327,0.48419298552628703,3.0,0.7609090909090909 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,TimesFM-3.0,98,1100,0.6332244442190147,0.5856814253255834,8.0,0.787907763754978,0.49460844289456496,11.0,0.7572727272727273 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Toto-2.0-22M + past & calendar covariates,98,1100,0.6339905078293147,0.5863899722417151,9.0,0.8339621596169676,0.5235190515642777,16.0,0.7454545454545455 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,PatchTST-FM-r2,98,1100,0.6340568306722022,0.5864513155102965,10.0,0.8295323923008725,0.520738268818646,15.0,0.7227272727272728 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Chronos-2,98,1100,0.6387013633478822,0.5907471328027235,11.0,0.8109179818069143,0.5090530881244754,14.0,0.7581818181818182 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Toto-2.0-22M,98,1100,0.6407399132207434,0.5926326266525498,12.0,0.8035430675082413,0.5044234918118772,13.0,0.7263636363636363 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-beta + past & calendar covariates,98,1100,0.6421309843599469,0.59391925501154,13.0,0.794243189584147,0.4985855011856339,12.0,0.7518181818181818 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-gamma,98,1100,0.6435894236978831,0.5952681935087688,14.0,0.787623507526811,0.49443000128392933,10.0,0.7709090909090909 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,TiRex-2,98,1100,0.6439262064528242,0.5955796903338515,15.0,0.7753007743819827,0.4866944158088964,5.0,0.7572727272727273 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-alpha,98,1100,0.6553460619251064,0.606142133541911,16.0,0.8394374515249252,0.526956161502225,17.0,0.7581818181818182 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-beta,98,1100,0.6563329964269046,0.607054968178971,17.0,0.7680623451805982,0.4821504979025198,2.0,0.7427272727272727 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,t0-alpha + past & calendar covariates,98,1100,0.6737549896009336,0.6231689035889703,18.0,0.9171665095701742,0.5757505129935724,19.0,0.7290909090909091 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,AutoTheta,98,1100,0.7117464543120283,0.658307937473936,19.0,0.8562383135783396,0.5375028886723229,18.0,0.7372727272727273 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,AutoETS,98,1100,0.7651266326479647,0.7076802875424557,20.0,1.0288592773086385,0.6458655549756765,20.0,0.8227272727272728 monthly,clickstream_visits__product,clickstream_visits,product,1m,1,Seasonal Naive,98,1100,1.0811755620677261,1.0,21.0,1.5929929524533717,1.0,21.0,0.6809090909090909 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Timestral-209M + past & calendar covariates,98,382,0.6778297297790074,0.625438811058669,1.0,1.0696885734143065,0.6610194145597513,2.0,0.831151832460733 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Chronos-2 + past & calendar covariates,98,382,0.7040839747861386,0.6496638089616922,2.0,1.057564264583725,0.6535271371583469,1.0,0.7722513089005235 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-gamma + past & calendar covariates,98,382,0.7044140435032147,0.6499683659572123,3.0,1.186732552523817,0.7333473280025983,17.0,0.7914485165794066 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,TimesFM-3.0 + past & calendar covariates,98,382,0.7084920314260793,0.6537311574163883,4.0,1.097895599281651,0.6784500875506669,6.0,0.7491273996509599 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,TimesFM-2.5,98,382,0.7146589330362209,0.6594214059279433,5.0,1.1518200837616288,0.7117729929712762,13.0,0.7552356020942408 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,PatchTST-FM-r2,98,382,0.722544035866404,0.666697052189126,6.0,1.1456144344803374,0.7079381808990212,11.0,0.7286212914485165 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Timestral-209M,98,382,0.7248691216098262,0.6688424270511132,7.0,1.1270638026930535,0.6964747250217613,8.0,0.8106457242582897 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,TimesFM-3.0,98,382,0.7283197481717083,0.6720263472591788,8.0,1.143044109480678,0.7063498356846004,10.0,0.7735602094240838 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Toto-2.0-22M + past & calendar covariates,98,382,0.7325377682083475,0.675918347448662,9.0,1.16452306319137,0.7196228627693709,15.0,0.7539267015706806 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,TiRex-2 + past & calendar covariates,98,382,0.7337210436106942,0.6770101649483754,10.0,1.0754794025544823,0.6645978864469816,3.0,0.7700698080279232 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Chronos-2,98,382,0.7405374190329443,0.6832996880432263,11.0,1.0774865714091346,0.6658382264994045,4.0,0.7805410122164049 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-beta + past & calendar covariates,98,382,0.743038232902406,0.6856072086261684,12.0,1.1425576447661492,0.7060492223763967,9.0,0.7543630017452008 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Toto-2.0-22M,98,382,0.748555975233172,0.6906984727762485,13.0,1.1268011659685544,0.6963124273416841,7.0,0.7395287958115183 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-gamma,98,382,0.7503030978545033,0.6923105565298122,14.0,1.178473147106596,0.7282433870339884,16.0,0.7910122164048866 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,TiRex-2,98,382,0.7563331760611761,0.6978745570132401,15.0,1.091212359733957,0.674320146179901,5.0,0.7657068062827225 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-beta,98,382,0.7576529529275655,0.6990923254850456,16.0,1.1491757726064213,0.7101389276412616,12.0,0.7661431064572426 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-alpha,98,382,0.7681155951176545,0.7087462875413204,17.0,1.157580446930342,0.7153326382587644,14.0,0.7478184991273997 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,t0-alpha + past & calendar covariates,98,382,0.807969767450944,0.7455200451160827,18.0,1.3894983910067669,0.8586474940302706,20.0,0.712914485165794 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,AutoTheta,98,382,0.8583650117675092,0.7920201325327852,19.0,1.2755406735904489,0.7882267514671693,18.0,0.6993891797556719 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,AutoETS,98,382,0.8783032223246777,0.8104172758826034,20.0,1.3821977344017364,0.8541360166948108,19.0,0.8512216404886562 monthly,clickstream_visits__product,clickstream_visits,product,3m,3,Seasonal Naive,98,382,1.0837666575754343,1.0,21.0,1.6182407806081383,1.0,21.0,0.6714659685863874 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Timestral-209M + past & calendar covariates,98,193,0.7188663149153547,0.6584694550698803,1.0,1.4558296335225327,0.8859421580923387,6.0,0.8669257340241796 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,TimesFM-3.0 + past & calendar covariates,98,193,0.7319280303932127,0.6704337667847723,2.0,1.3909460542987007,0.8464573881174133,4.0,0.7838514680483593 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-gamma + past & calendar covariates,98,193,0.7325476211738394,0.6710013015199804,3.0,1.5692417572665862,0.9549588749869717,14.0,0.8201208981001727 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,TiRex-2 + past & calendar covariates,98,193,0.748295859628562,0.6854264231016096,4.0,1.3989743900816507,0.851343015505164,5.0,0.805699481865285 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Chronos-2 + past & calendar covariates,98,193,0.7491931094018207,0.6862482888045933,5.0,1.3501564467521465,0.8216349555295454,1.0,0.7898963730569948 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,TimesFM-2.5,98,193,0.752700773738157,0.6894612503472237,6.0,1.5349153697520954,0.9340696217846456,13.0,0.7636442141623488 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Toto-2.0-22M + past & calendar covariates,98,193,0.7608895430767267,0.696962025348339,7.0,1.5941071906559965,0.9700906838275524,16.0,0.7844559585492228 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Timestral-209M,98,193,0.7614350571500127,0.6974617070653935,8.0,1.4753866950415224,0.8978435680438281,7.0,0.8430051813471502 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,TiRex-2,98,193,0.7651990667263121,0.7009094765367945,9.0,1.4820363370074439,0.9018901941174955,9.0,0.7955958549222798 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,TimesFM-3.0,98,193,0.7657313036800516,0.7013969966356297,10.0,1.4942857479211435,0.9093445481781315,10.0,0.7964594127806564 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Chronos-2,98,193,0.7700620961808774,0.7053639297341368,11.0,1.3649633834347035,0.8306456866873804,2.0,0.8099309153713299 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Toto-2.0-22M,98,193,0.7720297041135261,0.7071662255105843,12.0,1.4755066878360392,0.8979165894145174,8.0,0.7772884283246978 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,PatchTST-FM-r2,98,193,0.7775617572461181,0.7122334931458252,13.0,1.6253828151970353,0.989123401436501,18.0,0.7303108808290155 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-beta + past & calendar covariates,98,193,0.7802472511658446,0.7146933604135299,14.0,1.528923940544969,0.9304235497446256,12.0,0.779447322970639 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-beta,98,193,0.7839859680970342,0.7181179622473645,15.0,1.6009879718707034,0.9742779692202592,17.0,0.7981001727115716 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-gamma,98,193,0.7841846336154228,0.7182999365211902,16.0,1.581166989407813,0.962215950715941,15.0,0.818048359240069 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-alpha,98,193,0.8047763072641921,0.7371615632870493,17.0,1.5121035247482528,0.9201875199731362,11.0,0.757426597582038 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,t0-alpha + past & calendar covariates,98,193,0.8310035331177115,0.7611852610976707,18.0,1.8815688940926898,1.1450249179215461,21.0,0.7215889464594128 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,AutoTheta,98,193,0.9075051613112035,0.8312594659718534,19.0,1.3668504312686733,0.8317940458030041,3.0,0.7363557858376512 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,AutoETS,98,193,0.9504042768854446,0.8705543343904362,20.0,1.6839516519718911,1.0247653477566372,20.0,0.8721070811744387 monthly,clickstream_visits__product,clickstream_visits,product,6m,6,Seasonal Naive,98,193,1.0917231002599275,1.0,21.0,1.6432558494081695,1.0,19.0,0.6648531951640759 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,TimesFM-2.5,100,1151,0.44570715946100165,0.39800714023602224,1.0,0.8502984167765356,0.2173868764344164,13.0,0.8105994787141616 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-beta + past & calendar covariates,100,1151,0.44619618237169983,0.3984438274331322,2.0,0.8435276292300802,0.21565586020918942,12.0,0.7775847089487402 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Timestral-209M,100,1151,0.4472594572474503,0.3993933095843591,3.0,0.7990964313214332,0.20429660193111768,3.0,0.8132059079061685 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,TimesFM-3.0,100,1151,0.4480889086958905,0.4001339923217815,4.0,0.836539705161951,0.21386933096726715,9.0,0.7749782797567333 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Timestral-209M + past & calendar covariates,100,1151,0.4480960924234418,0.40014040723973426,5.0,0.8239699185851325,0.21065574549248675,7.0,0.8245004344048653 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,TimesFM-3.0 + past & calendar covariates,100,1151,0.44950996142176725,0.4014029625852046,6.0,0.8200644061926464,0.20965726410862506,5.0,0.7610773240660296 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Chronos-2 + past & calendar covariates,100,1151,0.450400938297821,0.40219858623837507,7.0,0.9135877544602359,0.2335673974835087,17.0,0.790616854908775 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,TiRex-2,100,1151,0.4507280043549024,0.402490649363869,8.0,0.8418807675030551,0.21523482434731567,11.0,0.7688966116420504 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,PatchTST-FM-r2,100,1151,0.4509912157844869,0.4027256916469974,9.0,0.9391744631133437,0.24010888287568763,19.0,0.7289313640312771 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-gamma + past & calendar covariates,100,1151,0.4519436588285601,0.40357620329834193,10.0,0.7986815496195139,0.2041905334785714,2.0,0.7932232841007819 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,TiRex-2 + past & calendar covariates,100,1151,0.45391166315761244,0.40533358986562407,11.0,0.855637672165683,0.2187519078500134,14.0,0.7654213727193745 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Toto-2.0-22M,100,1151,0.4540617459735868,0.40546761067080195,12.0,0.7949858580646627,0.2032456947872096,1.0,0.7680278019113814 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Toto-2.0-22M + past & calendar covariates,100,1151,0.45534022676078995,0.40660926718486107,13.0,0.822356574029091,0.2102432786141173,6.0,0.7593397046046916 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-alpha,100,1151,0.4569067304722359,0.40800812212610926,14.0,0.837760121100191,0.214181341907815,10.0,0.7732406602953953 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Chronos-2,100,1151,0.4575858812618783,0.4086145895292838,15.0,0.9067781823489436,0.23182646561544692,16.0,0.7628149435273676 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-beta,100,1151,0.45917406500265534,0.4100328042817693,16.0,0.8319970857422349,0.21270796711312048,8.0,0.7775847089487402 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-gamma,100,1151,0.4595580623090373,0.4103757058181867,17.0,0.8137553251268528,0.20804428753592513,4.0,0.788010425716768 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,t0-alpha + past & calendar covariates,100,1151,0.4762120647682606,0.4252473805301096,18.0,0.901609173501787,0.23050495934732396,15.0,0.7497827975673328 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,AutoTheta,100,1151,0.4963368718055835,0.4432184108954576,19.0,0.935215412308102,0.23909671388746423,18.0,0.7793223284100782 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,AutoETS,100,1151,0.5196788703213607,0.4640623257383172,20.0,1.29327533212171,0.3306381374734546,20.0,0.8609904430929627 monthly,clickstream_visits__service,clickstream_visits,service,1m,1,Seasonal Naive,100,1151,1.1198471444424158,1.0,21.0,3.9114523872054567,1.0,21.0,0.6446568201563857 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,TimesFM-2.5,100,390,0.5491395604461107,0.4842455121864923,1.0,1.2843405608609988,0.3205705948591051,16.0,0.77008547008547 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,TimesFM-3.0,100,390,0.5522747247457521,0.48701018140980473,2.0,1.1387990903147285,0.2842435355015705,2.0,0.7367521367521367 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Timestral-209M + past & calendar covariates,100,390,0.5538490602787514,0.4883984713299687,3.0,1.2209885541524188,0.30475797389627196,8.0,0.8128205128205128 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-gamma + past & calendar covariates,100,390,0.5562985971676837,0.4905585365134662,4.0,1.1756050742820476,0.29343028591212234,5.0,0.7747863247863248 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Timestral-209M,100,390,0.5567189384050039,0.4909292043225635,5.0,1.1477466884411727,0.2864768503569633,3.0,0.7940170940170941 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,PatchTST-FM-r2,100,390,0.559906262764572,0.4937398696400461,6.0,1.414333779420731,0.3530168203161652,19.0,0.697008547008547 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,TiRex-2,100,390,0.5601660339245587,0.49396894258885504,7.0,1.2623241087887969,0.3150753022922011,12.0,0.7653846153846153 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,TimesFM-3.0 + past & calendar covariates,100,390,0.560554248305654,0.494311280102581,8.0,1.1602737051160126,0.2896035858270097,4.0,0.7311965811965813 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-beta + past & calendar covariates,100,390,0.561025628579725,0.4947269554585264,9.0,1.2747100817530927,0.3181668333409529,14.0,0.7585470085470085 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Toto-2.0-22M + past & calendar covariates,100,390,0.5615050068088733,0.49514968361877104,10.0,1.1988862259200286,0.29924124669388674,7.0,0.7448717948717949 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-gamma,100,390,0.5615417821722958,0.4951821130883979,11.0,1.1883351929362884,0.29660771550827336,6.0,0.7901709401709403 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,TiRex-2 + past & calendar covariates,100,390,0.564600551416926,0.4978794151700817,12.0,1.249819851233185,0.3119542474839759,11.0,0.7653846153846153 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Toto-2.0-22M,100,390,0.5668584807032251,0.4998705157981926,13.0,1.096400468454257,0.2736608661962377,1.0,0.7534188034188034 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-alpha,100,390,0.5678068211864411,0.5007067870416066,14.0,1.279423816428526,0.31934337854629835,15.0,0.7376068376068377 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Chronos-2 + past & calendar covariates,100,390,0.5703576480319913,0.5029561723368839,15.0,1.293950425148295,0.3229692109310203,17.0,0.7594017094017095 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Chronos-2,100,390,0.5711597147782816,0.5036634556039091,16.0,1.2722506871759784,0.3175529700039185,13.0,0.7692307692307693 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-beta,100,390,0.5719980357633078,0.5044027087992915,17.0,1.2362685244100755,0.30857184484623457,9.0,0.7837606837606839 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,t0-alpha + past & calendar covariates,100,390,0.5997858032523519,0.5289066831429353,18.0,1.3620635040072917,0.3399701925031322,18.0,0.7 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,AutoTheta,100,390,0.6185217387020869,0.545428517138613,19.0,1.240165131699941,0.3095444355709307,10.0,0.7452991452991453 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,AutoETS,100,390,0.6499676632933445,0.5731583493282676,20.0,1.7931464137882434,0.44756821520314866,20.0,0.8482905982905983 monthly,clickstream_visits__service,clickstream_visits,service,3m,3,Seasonal Naive,100,390,1.1340106343301048,1.0,21.0,4.006420368734952,1.0,21.0,0.6282051282051282 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Timestral-209M + past & calendar covariates,100,199,0.6071565763571575,0.5323281627427713,1.0,1.64544834116107,0.3923323074011988,11.0,0.8401172529313233 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,TimesFM-2.5,100,199,0.6100719789203135,0.5348842593915335,2.0,1.947523140748121,0.4643574814313456,18.0,0.768174204355109 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-gamma + past & calendar covariates,100,199,0.6124889552104118,0.5370033578218271,3.0,1.5369113628745843,0.3664533040534283,5.0,0.8043551088777219 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Timestral-209M,100,199,0.615751786629967,0.5398640648001362,4.0,1.4979934506745776,0.3571739156273584,4.0,0.8139865996649915 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Toto-2.0-22M + past & calendar covariates,100,199,0.622078114381027,0.5454107105250923,5.0,1.5391013893716612,0.3669754827978923,6.0,0.7698492462311557 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-gamma,100,199,0.6256351156019992,0.5485293326376857,6.0,1.553529505744028,0.3704156492535766,8.0,0.8060301507537688 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,TiRex-2,100,199,0.6274297149438794,0.5501027583530986,7.0,1.7390581773797884,0.4146521591524991,16.0,0.7846733668341709 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,TiRex-2 + past & calendar covariates,100,199,0.6307142863598065,0.5529825260033618,8.0,1.678279886617435,0.4001604935935128,14.0,0.7867671691792295 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,TimesFM-3.0,100,199,0.6310714679800291,0.5532956871269707,9.0,1.5528150264957834,0.37024529246689303,7.0,0.7365996649916249 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-beta,100,199,0.6380484685166238,0.5594128141115527,10.0,1.6501523746480204,0.39345391314588324,12.0,0.8056951423785595 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Toto-2.0-22M,100,199,0.6392377608883731,0.5604555333175536,11.0,1.351546180774936,0.322255775765374,1.0,0.7811557788944723 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-alpha,100,199,0.6407628245575149,0.5617926420184605,12.0,1.6700296711495188,0.398193354309881,13.0,0.7552763819095478 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,TimesFM-3.0 + past & calendar covariates,100,199,0.6423600581664656,0.563193026146102,13.0,1.4156867621015758,0.3375491287321272,2.0,0.7618927973199331 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,PatchTST-FM-r2,100,199,0.6427335508007452,0.5635204880489227,14.0,2.001422903625398,0.47720906589561257,19.0,0.688107202680067 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-beta + past & calendar covariates,100,199,0.6429578120984107,0.5637171104840726,15.0,1.7613475242256267,0.41996671729433827,17.0,0.7807370184254607 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Chronos-2 + past & calendar covariates,100,199,0.6516190509580584,0.571310903500193,16.0,1.5552143208082172,0.37081736796156795,9.0,0.7802345058626466 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,t0-alpha + past & calendar covariates,100,199,0.667129081763825,0.5849094158517428,17.0,1.7232143237860276,0.4108744315368264,15.0,0.7230318257956448 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Chronos-2,100,199,0.6755848145659542,0.5923230302017806,18.0,1.6224114607583142,0.38683951117195886,10.0,0.7834170854271357 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,AutoETS,100,199,0.7135501892319782,0.6256093996998473,19.0,2.2461173014671085,0.535552749687985,20.0,0.8840033500837521 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,AutoTheta,100,199,0.7335249781467309,0.6431224154493631,20.0,1.4615266364170645,0.3484789544892132,3.0,0.7476549413735343 monthly,clickstream_visits__service,clickstream_visits,service,6m,6,Seasonal Naive,100,199,1.1405682036975833,1.0,21.0,4.194016934420941,1.0,21.0,0.6157453936348408 monthly,foottraffic,foottraffic,original,1m,1,Timestral-209M,100,1188,0.23762171166624893,0.43991199203904274,1.0,0.16554320847174225,0.41020236570145585,1.0,0.8973063973063973 monthly,foottraffic,foottraffic,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1188,0.24710833507574614,0.45747469442230687,2.0,0.1801544135104527,0.4464077221637304,3.0,0.9183501683501684 monthly,foottraffic,foottraffic,original,1m,1,TimesFM-3.0,100,1188,0.24841240016018698,0.4598889261228624,3.0,0.18503258347963084,0.4584954234963541,6.0,0.930976430976431 monthly,foottraffic,foottraffic,original,1m,1,Timestral-209M + past & calendar covariates,100,1188,0.255432282541861,0.4728849205576615,4.0,0.19880635707669558,0.4926256941750008,11.0,0.9132996632996633 monthly,foottraffic,foottraffic,original,1m,1,Chronos-2,100,1188,0.2574463088417059,0.4766135121723377,5.0,0.1881686596723775,0.4662663606743917,8.0,0.8956228956228957 monthly,foottraffic,foottraffic,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1188,0.2611942420378427,0.4835521069109261,6.0,0.18240002802520475,0.45197216902270293,4.0,0.8240740740740741 monthly,foottraffic,foottraffic,original,1m,1,Toto-2.0-22M,100,1188,0.26373179807852304,0.4882499155620745,7.0,0.1860086444099656,0.4609140216761787,7.0,0.8291245791245792 monthly,foottraffic,foottraffic,original,1m,1,t0-gamma,100,1188,0.26411814675081285,0.48896516760220526,8.0,0.20053491921406408,0.49690892804823794,12.0,0.9015151515151515 monthly,foottraffic,foottraffic,original,1m,1,PatchTST-FM-r2,100,1188,0.2643610247456341,0.48941481061577946,9.0,0.1975492940809343,0.48951079614047915,10.0,0.9006734006734006 monthly,foottraffic,foottraffic,original,1m,1,t0-gamma + past & calendar covariates,100,1188,0.26625229186266686,0.49291613664822714,10.0,0.20846189870244686,0.5165513269664429,15.0,0.8998316498316499 monthly,foottraffic,foottraffic,original,1m,1,Chronos-2 + past & calendar covariates,100,1188,0.26664184934752777,0.49363732920246467,11.0,0.19197563027201595,0.4756997186511047,9.0,0.8459595959595959 monthly,foottraffic,foottraffic,original,1m,1,TiRex-2 + past & calendar covariates,100,1188,0.2684896216770004,0.4970581328007261,12.0,0.17765869600435197,0.4402235407975718,2.0,0.8602693602693603 monthly,foottraffic,foottraffic,original,1m,1,TiRex-2,100,1188,0.2692153384225754,0.4984016611212795,13.0,0.1831659958522344,0.45387017388559886,5.0,0.8737373737373737 monthly,foottraffic,foottraffic,original,1m,1,TimesFM-2.5,100,1188,0.2827177971889788,0.5233989288023424,14.0,0.20268330582365351,0.5022324522074628,13.0,0.9419191919191919 monthly,foottraffic,foottraffic,original,1m,1,t0-alpha,100,1188,0.2855258340243085,0.5285974818692604,15.0,0.20606169167379942,0.5106038126563497,14.0,0.9090909090909091 monthly,foottraffic,foottraffic,original,1m,1,t0-beta,100,1188,0.29485863166000265,0.5458754047089965,16.0,0.22685332441600364,0.5621237573063523,17.0,0.9023569023569024 monthly,foottraffic,foottraffic,original,1m,1,t0-beta + past & calendar covariates,100,1188,0.30068948015903857,0.5566701261193511,17.0,0.23816946488384944,0.590164216551847,18.0,0.8914141414141414 monthly,foottraffic,foottraffic,original,1m,1,t0-alpha + past & calendar covariates,100,1188,0.30996085427329784,0.5738343348397713,18.0,0.22596076622430153,0.5599120719998849,16.0,0.8880471380471381 monthly,foottraffic,foottraffic,original,1m,1,AutoETS,100,1188,0.36025660493990225,0.6669474755191112,19.0,0.3109198736449168,0.7704337066447117,19.0,0.9713804713804713 monthly,foottraffic,foottraffic,original,1m,1,AutoTheta,100,1188,0.4983170766517622,0.9225405217383837,20.0,0.4577383253874906,1.13423767534518,21.0,0.9124579124579124 monthly,foottraffic,foottraffic,original,1m,1,Seasonal Naive,100,1188,0.5401573859463229,1.0,21.0,0.4035647336861634,1.0,20.0,0.9242424242424242 monthly,foottraffic,foottraffic,original,3m,3,Timestral-209M,100,397,0.2819596049400997,0.510646488261437,1.0,0.19565425167005107,0.48081127764881104,3.0,0.9160369437447523 monthly,foottraffic,foottraffic,original,3m,3,TimesFM-3.0,100,397,0.28281189714796423,0.5121900427823446,2.0,0.20372231562613974,0.500638171804023,7.0,0.9353484466834592 monthly,foottraffic,foottraffic,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,397,0.28440818197382056,0.5150810144900178,3.0,0.20205059285119356,0.4965299903746106,6.0,0.927791771620487 monthly,foottraffic,foottraffic,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,397,0.2963117748632385,0.5366391660839896,4.0,0.19127995744156578,0.4700616518223472,1.0,0.834592779177162 monthly,foottraffic,foottraffic,original,3m,3,t0-gamma,100,397,0.29791800580318234,0.5395481508266567,5.0,0.22765850693109713,0.559460255276,12.0,0.9437447523089841 monthly,foottraffic,foottraffic,original,3m,3,Chronos-2,100,397,0.2993564230492532,0.5421532144687228,6.0,0.21674987214033647,0.5326527896248318,9.0,0.8942065491183879 monthly,foottraffic,foottraffic,original,3m,3,t0-gamma + past & calendar covariates,100,397,0.3003911533975346,0.5440271758780519,7.0,0.22514291565231143,0.5532783060136098,10.0,0.929471032745592 monthly,foottraffic,foottraffic,original,3m,3,Toto-2.0-22M,100,397,0.3010633764495363,0.5452446138898054,8.0,0.19370115521978906,0.47601163342127095,2.0,0.8413098236775819 monthly,foottraffic,foottraffic,original,3m,3,Timestral-209M + past & calendar covariates,100,397,0.3053248845465593,0.5529624717187833,9.0,0.23733290433313856,0.5832346396078171,14.0,0.9504617968094038 monthly,foottraffic,foottraffic,original,3m,3,TiRex-2,100,397,0.30958330222750385,0.5606747326108593,10.0,0.19622895449254227,0.48222358326441483,4.0,0.8858102434928632 monthly,foottraffic,foottraffic,original,3m,3,Chronos-2 + past & calendar covariates,100,397,0.3140485680570084,0.5687616084435685,11.0,0.21068219689323917,0.5177417582364886,8.0,0.8253568429890848 monthly,foottraffic,foottraffic,original,3m,3,TiRex-2 + past & calendar covariates,100,397,0.31608446884681185,0.5724487521710633,12.0,0.19640949498629726,0.4826672531807531,5.0,0.8639798488664987 monthly,foottraffic,foottraffic,original,3m,3,PatchTST-FM-r2,100,397,0.31838667813863775,0.5766181972600628,13.0,0.2291764801568544,0.5631906042966993,13.0,0.8900083963056254 monthly,foottraffic,foottraffic,original,3m,3,t0-beta,100,397,0.31863741313107813,0.5770722940211969,14.0,0.24169211095599655,0.5939471883410085,16.0,0.9479429051217464 monthly,foottraffic,foottraffic,original,3m,3,t0-beta + past & calendar covariates,100,397,0.31986054943180414,0.5792874703999675,15.0,0.24876273952026068,0.6113229311359932,18.0,0.9420654911838791 monthly,foottraffic,foottraffic,original,3m,3,TimesFM-2.5,100,397,0.3222690848545604,0.5836494787654746,16.0,0.22719419591579387,0.558319232422733,11.0,0.9336691855583543 monthly,foottraffic,foottraffic,original,3m,3,t0-alpha,100,397,0.3230322960447708,0.5850317019891366,17.0,0.23809166819783575,0.5850992667248094,15.0,0.9353484466834592 monthly,foottraffic,foottraffic,original,3m,3,t0-alpha + past & calendar covariates,100,397,0.3394365345291079,0.6147408043848838,18.0,0.24333081330815123,0.5979742236080688,17.0,0.9420654911838791 monthly,foottraffic,foottraffic,original,3m,3,AutoETS,100,397,0.45396008306793306,0.8221501171373724,19.0,0.38900431433737065,0.9559601173547145,19.0,0.9672544080604534 monthly,foottraffic,foottraffic,original,3m,3,Seasonal Naive,100,397,0.5521620365980939,1.0,20.0,0.40692525480435743,1.0,20.0,0.9240134340890008 monthly,foottraffic,foottraffic,original,3m,3,AutoTheta,100,397,0.6250555467087606,1.1320147081457617,21.0,0.6338229791559106,1.5575906672606044,21.0,0.9042821158690176 monthly,foottraffic,foottraffic,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.3234811051309656,0.5551095438481046,1.0,0.2194056865538607,0.5364378420616961,3.0,0.9225 monthly,foottraffic,foottraffic,original,6m,6,TimesFM-3.0,100,200,0.3260610248552585,0.5595368134431468,2.0,0.22040657626760082,0.5388849760745544,4.0,0.9308333333333333 monthly,foottraffic,foottraffic,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.3313563606260761,0.5686238710104535,3.0,0.20942655488221948,0.512039277267567,1.0,0.8258333333333333 monthly,foottraffic,foottraffic,original,6m,6,Timestral-209M,100,200,0.3314050885131645,0.5687074904699685,4.0,0.22270868597540788,0.5445135392318824,5.0,0.905 monthly,foottraffic,foottraffic,original,6m,6,Toto-2.0-22M,100,200,0.338238999820341,0.5804348196037343,5.0,0.21479061164359664,0.5251541745109584,2.0,0.8458333333333333 monthly,foottraffic,foottraffic,original,6m,6,t0-gamma,100,200,0.3416680211069837,0.5863191893925138,6.0,0.24543526619265676,0.6000790892441434,9.0,0.9375 monthly,foottraffic,foottraffic,original,6m,6,Chronos-2,100,200,0.3438869392968888,0.5901269625350465,7.0,0.2456952058645118,0.600714631006193,10.0,0.8758333333333332 monthly,foottraffic,foottraffic,original,6m,6,Timestral-209M + past & calendar covariates,100,200,0.3487763686356831,0.5985174646289378,8.0,0.2516971167826243,0.6153890553191127,13.0,0.9425 monthly,foottraffic,foottraffic,original,6m,6,t0-gamma + past & calendar covariates,100,200,0.356962549292751,0.6125653547168716,9.0,0.25029933027715956,0.6119715250425198,12.0,0.9275 monthly,foottraffic,foottraffic,original,6m,6,t0-alpha,100,200,0.36427469923990535,0.6251133649633137,10.0,0.26369918907969764,0.644733626393983,14.0,0.9383333333333332 monthly,foottraffic,foottraffic,original,6m,6,TiRex-2,100,200,0.3650909380855841,0.6265140711130976,11.0,0.2310530062106306,0.5649150575824826,7.0,0.8833333333333333 monthly,foottraffic,foottraffic,original,6m,6,TiRex-2 + past & calendar covariates,100,200,0.3656614518425242,0.6274931008812996,12.0,0.22727637004776793,0.5556813381412097,6.0,0.8741666666666668 monthly,foottraffic,foottraffic,original,6m,6,Chronos-2 + past & calendar covariates,100,200,0.36711345111718885,0.6299848033091757,13.0,0.24144244208198054,0.5903167991991347,8.0,0.8008333333333333 monthly,foottraffic,foottraffic,original,6m,6,TimesFM-2.5,100,200,0.3689532559003353,0.6331419991321852,14.0,0.24692085380477638,0.6037112896002788,11.0,0.9216666666666667 monthly,foottraffic,foottraffic,original,6m,6,t0-beta + past & calendar covariates,100,200,0.37106910746425925,0.6367729048570331,15.0,0.2718492613611957,0.6646602165202622,16.0,0.9408333333333333 monthly,foottraffic,foottraffic,original,6m,6,t0-beta,100,200,0.37656392689422513,0.6462022862302083,16.0,0.26642699685238436,0.6514030037384029,15.0,0.9416666666666668 monthly,foottraffic,foottraffic,original,6m,6,PatchTST-FM-r2,100,200,0.38363120853276234,0.6583300903720488,17.0,0.2735023721627287,0.6687020041557233,17.0,0.8708333333333332 monthly,foottraffic,foottraffic,original,6m,6,t0-alpha + past & calendar covariates,100,200,0.4020452742802994,0.6899295361367894,18.0,0.2802770553286087,0.6852658246985616,18.0,0.9333333333333332 monthly,foottraffic,foottraffic,original,6m,6,AutoETS,100,200,0.4588877018827795,0.7874739477179749,19.0,0.40453783136157817,0.9890782900681604,19.0,0.9816666666666667 monthly,foottraffic,foottraffic,original,6m,6,AutoTheta,100,200,0.5614399161417318,0.963458609495522,20.0,0.5289899548439222,1.2933585920487365,21.0,0.9741666666666667 monthly,foottraffic,foottraffic,original,6m,6,Seasonal Naive,100,200,0.5827338202268059,1.0,21.0,0.40900486384520707,1.0,20.0,0.9166666666666667 monthly,foottraffic__company,foottraffic,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1196,0.2519038058376734,0.5310845962287281,1.0,0.1926679819617255,0.5127496412566213,6.0,0.8971571906354515 monthly,foottraffic__company,foottraffic,company,1m,1,Timestral-209M,100,1196,0.2571045073055612,0.5420491484711788,2.0,0.1787115639777293,0.47560725650925256,2.0,0.8570234113712375 monthly,foottraffic__company,foottraffic,company,1m,1,Timestral-209M + past & calendar covariates,100,1196,0.2609525301885444,0.550161870993541,3.0,0.18809829360676208,0.5005882741171268,5.0,0.8821070234113713 monthly,foottraffic__company,foottraffic,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1196,0.2628425389857096,0.5541465450462943,4.0,0.18546185104142263,0.493571877485952,4.0,0.7984949832775919 monthly,foottraffic__company,foottraffic,company,1m,1,Toto-2.0-22M,100,1196,0.2656455022736385,0.5600559858388361,5.0,0.19290166138941064,0.5133715351566592,7.0,0.810200668896321 monthly,foottraffic__company,foottraffic,company,1m,1,Chronos-2 + past & calendar covariates,100,1196,0.2667004881125254,0.5622801949031221,6.0,0.1809046708983921,0.48144379860284575,3.0,0.8051839464882943 monthly,foottraffic__company,foottraffic,company,1m,1,t0-gamma + past & calendar covariates,100,1196,0.26955115514326666,0.5682902087017201,7.0,0.20824589321431541,0.5542073257403864,8.0,0.8678929765886287 monthly,foottraffic__company,foottraffic,company,1m,1,Chronos-2,100,1196,0.26963038518086635,0.5684572480697356,8.0,0.21665923802362744,0.5765978625011855,11.0,0.8603678929765887 monthly,foottraffic__company,foottraffic,company,1m,1,TimesFM-3.0,100,1196,0.26998227120114976,0.5691991235026188,9.0,0.23519648669220874,0.6259312676052472,13.0,0.8938127090301003 monthly,foottraffic__company,foottraffic,company,1m,1,PatchTST-FM-r2,100,1196,0.2779230268762716,0.5859404863710727,10.0,0.17402354485076713,0.4631309742485521,1.0,0.8720735785953178 monthly,foottraffic__company,foottraffic,company,1m,1,TiRex-2,100,1196,0.2792433521790509,0.588724106205578,11.0,0.2138746584896754,0.5691872271556195,9.0,0.7984949832775919 monthly,foottraffic__company,foottraffic,company,1m,1,t0-gamma,100,1196,0.2819552904760411,0.5944416405265258,12.0,0.22317808553759982,0.5939465505922871,12.0,0.8729096989966555 monthly,foottraffic__company,foottraffic,company,1m,1,TiRex-2 + past & calendar covariates,100,1196,0.2841862269357604,0.5991450866891672,13.0,0.21608899874434404,0.5750802777789815,10.0,0.7968227424749164 monthly,foottraffic__company,foottraffic,company,1m,1,t0-beta,100,1196,0.2998098616824596,0.6320841354799693,14.0,0.2739210219943652,0.7289893438971065,15.0,0.8595317725752508 monthly,foottraffic__company,foottraffic,company,1m,1,t0-beta + past & calendar covariates,100,1196,0.30036798689618227,0.6332608215676976,15.0,0.2794711824393492,0.7437600533222335,16.0,0.8561872909698997 monthly,foottraffic__company,foottraffic,company,1m,1,t0-alpha,100,1196,0.30428096670418286,0.6415104916926591,16.0,0.28218642968408547,0.7509861738041417,17.0,0.8704013377926422 monthly,foottraffic__company,foottraffic,company,1m,1,TimesFM-2.5,100,1196,0.30691638296445517,0.6470666958787255,17.0,0.28873214929855084,0.7684063769427737,18.0,0.8971571906354515 monthly,foottraffic__company,foottraffic,company,1m,1,t0-alpha + past & calendar covariates,100,1196,0.310472683082234,0.6545643841563525,18.0,0.2539568368396326,0.6758584153855728,14.0,0.8494983277591973 monthly,foottraffic__company,foottraffic,company,1m,1,AutoETS,100,1196,0.3687296040751398,0.7773864799169207,19.0,0.45579880447118737,1.2130228961666607,20.0,0.947324414715719 monthly,foottraffic__company,foottraffic,company,1m,1,Seasonal Naive,100,1196,0.4743195483854388,1.0,20.0,0.3757544939271813,1.0,19.0,0.9364548494983278 monthly,foottraffic__company,foottraffic,company,1m,1,AutoTheta,100,1196,0.5198531827403298,1.0959978025571269,21.0,0.5093691111055865,1.3555902040769705,21.0,0.8963210702341137 monthly,foottraffic__company,foottraffic,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,399,0.26627824359080715,0.5611975917822528,1.0,0.19983764178819383,0.5275263277286462,3.0,0.9047619047619048 monthly,foottraffic__company,foottraffic,company,3m,3,Timestral-209M,100,399,0.27519123997773043,0.5799822737016357,2.0,0.19817494063638638,0.5231371714872368,2.0,0.8713450292397661 monthly,foottraffic__company,foottraffic,company,3m,3,Timestral-209M + past & calendar covariates,100,399,0.2752607123276075,0.5801286909038852,3.0,0.20690978338068888,0.5461951873593063,5.0,0.9064327485380117 monthly,foottraffic__company,foottraffic,company,3m,3,Chronos-2,100,399,0.2851461332221989,0.6009628166100913,4.0,0.228940209515421,0.6043505463455281,8.0,0.8654970760233918 monthly,foottraffic__company,foottraffic,company,3m,3,TimesFM-3.0,100,399,0.2885908730272291,0.6082228152372047,5.0,0.2400718991016738,0.6337356975928348,10.0,0.9047619047619048 monthly,foottraffic__company,foottraffic,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,399,0.2892090243522897,0.6095256067469538,6.0,0.21229782279076914,0.5604183968518873,6.0,0.8086883876357561 monthly,foottraffic__company,foottraffic,company,3m,3,t0-gamma + past & calendar covariates,100,399,0.28959320250195847,0.6103352855607468,7.0,0.23025936707192018,0.6078328249355301,9.0,0.8830409356725146 monthly,foottraffic__company,foottraffic,company,3m,3,Chronos-2 + past & calendar covariates,100,399,0.2895953634447855,0.6103398398791701,8.0,0.1893185625889201,0.499758329810811,1.0,0.7928153717627401 monthly,foottraffic__company,foottraffic,company,3m,3,Toto-2.0-22M,100,399,0.29100477394598523,0.6133102582221774,9.0,0.21397533774805294,0.5648466582004862,7.0,0.8170426065162907 monthly,foottraffic__company,foottraffic,company,3m,3,t0-gamma,100,399,0.29614571797974254,0.6241451104141029,10.0,0.24040778752368835,0.6346223673123449,11.0,0.8922305764411027 monthly,foottraffic__company,foottraffic,company,3m,3,t0-beta,100,399,0.3036262294400371,0.6399107432356415,11.0,0.27046233813848886,0.713959606160292,14.0,0.9005847953216374 monthly,foottraffic__company,foottraffic,company,3m,3,t0-beta + past & calendar covariates,100,399,0.30681806813236007,0.646637737387825,12.0,0.2764964451161507,0.7298882883973529,16.0,0.898078529657477 monthly,foottraffic__company,foottraffic,company,3m,3,t0-alpha + past & calendar covariates,100,399,0.3070544537316568,0.6471359344138696,13.0,0.2712515075630312,0.7160428355497069,15.0,0.9147869674185464 monthly,foottraffic__company,foottraffic,company,3m,3,TiRex-2,100,399,0.3088122890438891,0.6508406792351946,14.0,0.24393750694222158,0.6439400309222111,12.0,0.8187134502923977 monthly,foottraffic__company,foottraffic,company,3m,3,PatchTST-FM-r2,100,399,0.3158583843535117,0.665690753600658,15.0,0.20003481742132984,0.5280468269535922,4.0,0.8696741854636592 monthly,foottraffic__company,foottraffic,company,3m,3,TiRex-2 + past & calendar covariates,100,399,0.31941138333170077,0.6731789150188646,16.0,0.2502456878044494,0.6605922064339007,13.0,0.7827903091060985 monthly,foottraffic__company,foottraffic,company,3m,3,t0-alpha,100,399,0.32101920504147874,0.6765674970501071,17.0,0.28510072164633277,0.7526016388958519,17.0,0.8947368421052632 monthly,foottraffic__company,foottraffic,company,3m,3,TimesFM-2.5,100,399,0.3318003342515566,0.6992893825027039,18.0,0.3091840543339274,0.8161762084237467,18.0,0.899749373433584 monthly,foottraffic__company,foottraffic,company,3m,3,AutoETS,100,399,0.41276672486552907,0.869930974602462,19.0,0.523703501640412,1.3824591932075188,20.0,0.960735171261487 monthly,foottraffic__company,foottraffic,company,3m,3,Seasonal Naive,100,399,0.47448215653449255,1.0,20.0,0.378820224288385,1.0,19.0,0.9398496240601504 monthly,foottraffic__company,foottraffic,company,3m,3,AutoTheta,100,399,0.6023401287273991,1.2694684519366364,21.0,0.60022490221893,1.5844584415904783,21.0,0.8880534670008354 monthly,foottraffic__company,foottraffic,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.2932036351586407,0.616243680646517,1.0,0.21221401581217492,0.5552106991425395,5.0,0.8958333333333333 monthly,foottraffic__company,foottraffic,company,6m,6,Timestral-209M + past & calendar covariates,100,200,0.29999642006420074,0.6305204844445925,2.0,0.20644915701375327,0.5401282302882553,2.0,0.905 monthly,foottraffic__company,foottraffic,company,6m,6,Timestral-209M,100,200,0.30658394299003877,0.6443658768182762,3.0,0.21423712759124405,0.5605037204399389,6.0,0.8591666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,Chronos-2,100,200,0.3123270297506455,0.6564364670130863,4.0,0.2546185350216798,0.6661526775364178,11.0,0.855 monthly,foottraffic__company,foottraffic,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.31875615783467315,0.6699489514395002,5.0,0.21105163349896405,0.5521695847546947,4.0,0.8033333333333332 monthly,foottraffic__company,foottraffic,company,6m,6,Toto-2.0-22M,100,200,0.3189399529619723,0.6703352446915277,6.0,0.20974677860277816,0.5487557225909809,3.0,0.8175 monthly,foottraffic__company,foottraffic,company,6m,6,Chronos-2 + past & calendar covariates,100,200,0.31919826356731934,0.670878151596836,7.0,0.1976381781782714,0.5170762669169587,1.0,0.775 monthly,foottraffic__company,foottraffic,company,6m,6,TimesFM-3.0,100,200,0.32097152129447737,0.6746051138083634,8.0,0.26118323116458025,0.6833277426291212,12.0,0.8925 monthly,foottraffic__company,foottraffic,company,6m,6,t0-gamma + past & calendar covariates,100,200,0.3236525290458622,0.680239948736864,9.0,0.2453912225923445,0.6420114700601302,8.0,0.8875 monthly,foottraffic__company,foottraffic,company,6m,6,t0-gamma,100,200,0.3289836848153254,0.6914447588399051,10.0,0.24974622202454347,0.6534053559458608,9.0,0.8983333333333333 monthly,foottraffic__company,foottraffic,company,6m,6,TiRex-2,100,200,0.3336462159346236,0.7012442803790246,11.0,0.2542181286925985,0.6651051035717129,10.0,0.8391666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,t0-beta,100,200,0.33446131720791944,0.7029574276545817,12.0,0.27784592001054764,0.726921956179805,14.0,0.905 monthly,foottraffic__company,foottraffic,company,6m,6,TiRex-2 + past & calendar covariates,100,200,0.342867314825579,0.7206248174487417,13.0,0.26146419506066704,0.6840628220751377,13.0,0.815 monthly,foottraffic__company,foottraffic,company,6m,6,t0-alpha + past & calendar covariates,100,200,0.3446460965644492,0.724363389807284,14.0,0.2915189426919794,0.7626943741951565,16.0,0.9266666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,t0-alpha,100,200,0.346517766285886,0.7282971904147313,15.0,0.29993282451543024,0.7847074216926199,17.0,0.9075 monthly,foottraffic__company,foottraffic,company,6m,6,t0-beta + past & calendar covariates,100,200,0.34679798536920126,0.7288861436833228,16.0,0.2909376713438494,0.7611736071979737,15.0,0.9066666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,PatchTST-FM-r2,100,200,0.35458200569480575,0.7452462864662813,17.0,0.22228074011560522,0.5815480407982836,7.0,0.8591666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,TimesFM-2.5,100,200,0.3737926328752693,0.7856224148004733,18.0,0.33573380028785815,0.8783726997022849,18.0,0.8916666666666667 monthly,foottraffic__company,foottraffic,company,6m,6,AutoETS,100,200,0.4340537201899639,0.9122767594046116,19.0,0.5480396177505524,1.4338235774134842,20.0,0.975 monthly,foottraffic__company,foottraffic,company,6m,6,Seasonal Naive,100,200,0.47579171092031847,1.0,20.0,0.38222248984019147,1.0,19.0,0.94 monthly,foottraffic__company,foottraffic,company,6m,6,AutoTheta,100,200,0.5771427821909071,1.2130156304626376,21.0,0.5919614925977675,1.548735378824173,21.0,0.9616666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,Timestral-209M,100,1200,0.2201633036304095,0.5496337583598789,1.0,0.2238155934464024,0.46127399233855215,2.0,0.8725 monthly,foottraffic__product,foottraffic,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.22485707089203985,0.5613516645610289,2.0,0.22914562701237856,0.47225895466587575,3.0,0.8116666666666666 monthly,foottraffic__product,foottraffic,product,1m,1,Chronos-2,100,1200,0.22498630359665128,0.5616742917017346,3.0,0.21234384125030734,0.43763122083577694,1.0,0.875 monthly,foottraffic__product,foottraffic,product,1m,1,Toto-2.0-22M,100,1200,0.2270632302949883,0.5668593021381754,4.0,0.22919910030653828,0.47236916074893165,4.0,0.8216666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,TimesFM-3.0,100,1200,0.22915309395820543,0.5720766094765593,5.0,0.23290925385979955,0.4800156223530992,7.0,0.9183333333333333 monthly,foottraffic__product,foottraffic,product,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.22992254060659292,0.5739975193022974,6.0,0.27049432350329344,0.5574767807103639,18.0,0.8316666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.2312834057689192,0.577394894893309,7.0,0.23292038666415743,0.4800385665681693,8.0,0.91 monthly,foottraffic__product,foottraffic,product,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.24035192052910184,0.6000342801504839,8.0,0.23679366923715503,0.4880212298330048,11.0,0.9016666666666666 monthly,foottraffic__product,foottraffic,product,1m,1,t0-gamma,100,1200,0.24052316533923646,0.6004617897628575,9.0,0.23282799638915416,0.4798481543169594,6.0,0.8791666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,t0-gamma + past & calendar covariates,100,1200,0.24349315162455298,0.607876307520168,10.0,0.23010134596008552,0.4742286489475567,5.0,0.8858333333333334 monthly,foottraffic__product,foottraffic,product,1m,1,TiRex-2,100,1200,0.2448083576188841,0.6111596958131378,11.0,0.2360873221549734,0.4865654798847661,10.0,0.8416666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.2472930896606526,0.6173627850115405,12.0,0.23552121423882028,0.4853987566258661,9.0,0.8275 monthly,foottraffic__product,foottraffic,product,1m,1,PatchTST-FM-r2,100,1200,0.2568998037927108,0.6413457753956056,13.0,0.26248570359924706,0.5409713709693481,16.0,0.8691666666666666 monthly,foottraffic__product,foottraffic,product,1m,1,TimesFM-2.5,100,1200,0.26120862674801476,0.6521026750059361,14.0,0.2469078432849804,0.508866093099266,13.0,0.9241666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,t0-beta + past & calendar covariates,100,1200,0.26513138525623037,0.6618957716140256,15.0,0.2521243621948348,0.5196171067646044,14.0,0.885 monthly,foottraffic__product,foottraffic,product,1m,1,t0-alpha,100,1200,0.26612264638576727,0.664370437333332,16.0,0.24140141409309412,0.4975175872254821,12.0,0.8891666666666667 monthly,foottraffic__product,foottraffic,product,1m,1,t0-beta,100,1200,0.27064326023245905,0.6756560691242773,17.0,0.26485184494022607,0.5458478831282386,17.0,0.8883333333333333 monthly,foottraffic__product,foottraffic,product,1m,1,t0-alpha + past & calendar covariates,100,1200,0.29119452373621,0.7269619316924236,18.0,0.2588716814265711,0.5335230318687505,15.0,0.8741666666666666 monthly,foottraffic__product,foottraffic,product,1m,1,AutoETS,100,1200,0.33663908656061087,0.8404134717552839,19.0,0.35668072882037666,0.735103132180106,19.0,0.9641666666666666 monthly,foottraffic__product,foottraffic,product,1m,1,Seasonal Naive,100,1200,0.40056364857825033,1.0,20.0,0.4852118202279501,1.0,20.0,0.9683333333333334 monthly,foottraffic__product,foottraffic,product,1m,1,AutoTheta,100,1200,0.505225162494889,1.261285601646883,21.0,0.5640315987604707,1.1624440610195594,21.0,0.8883333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,Timestral-209M,100,400,0.24472092363259276,0.6139134807079538,1.0,0.2736398948332959,0.5605177170643388,6.0,0.8941666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,Chronos-2,100,400,0.2463075047407893,0.6178936206816847,2.0,0.2549188691100472,0.5221699951216343,1.0,0.8791666666666668 monthly,foottraffic__product,foottraffic,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.2477861761187422,0.6216030554083416,3.0,0.28177753843173625,0.5771866805386151,9.0,0.9233333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,TimesFM-3.0,100,400,0.2485178845177916,0.6234386387473374,4.0,0.2754197658975554,0.5641635643418909,8.0,0.9266666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,t0-gamma + past & calendar covariates,100,400,0.2538512071239443,0.6368179550570343,5.0,0.2591539343260766,0.530845006080667,2.0,0.9241666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.2545976708418637,0.6386905539851835,6.0,0.26412272413972215,0.5410229617644091,4.0,0.815 monthly,foottraffic__product,foottraffic,product,3m,3,t0-gamma,100,400,0.2549892569029703,0.6396728972936437,7.0,0.2695962026947963,0.552234710350849,5.0,0.9266666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,Toto-2.0-22M,100,400,0.255387201314225,0.6406711913300311,8.0,0.26274428445131615,0.5381993973578854,3.0,0.835 monthly,foottraffic__product,foottraffic,product,3m,3,Chronos-2 + past & calendar covariates,100,400,0.25650608347182435,0.6434780491568066,9.0,0.31066637707011346,0.6363619184624858,15.0,0.8358333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,Timestral-209M + past & calendar covariates,100,400,0.258673348296136,0.6489149078943398,10.0,0.29974784125164516,0.6139966388150081,13.0,0.9366666666666668 monthly,foottraffic__product,foottraffic,product,3m,3,t0-beta + past & calendar covariates,100,400,0.27376507558785657,0.6867744202483601,11.0,0.2959902817643223,0.6062997396956352,12.0,0.9366666666666668 monthly,foottraffic__product,foottraffic,product,3m,3,t0-beta,100,400,0.2789373589504382,0.6997497491871212,12.0,0.31419485914400286,0.6435895806349325,16.0,0.9308333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,TiRex-2,100,400,0.2829755987256158,0.7098801859291571,13.0,0.2747157594870888,0.5627214936736727,7.0,0.8508333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,t0-alpha + past & calendar covariates,100,400,0.28556088936878643,0.7163657154614558,14.0,0.30030652748716014,0.6151410389525571,14.0,0.9383333333333332 monthly,foottraffic__product,foottraffic,product,3m,3,TiRex-2 + past & calendar covariates,100,400,0.28901612522836134,0.7250336129249486,15.0,0.28218902493963993,0.5780295601127118,10.0,0.8241666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,TimesFM-2.5,100,400,0.29161294666640236,0.7315480689189047,16.0,0.28900403213058085,0.5919892653478361,11.0,0.9191666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,t0-alpha,100,400,0.29515161128456147,0.7404252580065598,17.0,0.3154952189286101,0.6462532079480273,17.0,0.9183333333333333 monthly,foottraffic__product,foottraffic,product,3m,3,PatchTST-FM-r2,100,400,0.29645190881993366,0.7436872193217058,18.0,0.35458938884685887,0.7263328136153652,18.0,0.8616666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,AutoETS,100,400,0.39050621675449776,0.9796343819205797,19.0,0.4195270896236667,0.859349718233743,19.0,0.9666666666666667 monthly,foottraffic__product,foottraffic,product,3m,3,Seasonal Naive,100,400,0.39862445006157066,1.0,20.0,0.48819133901147727,1.0,20.0,0.9675 monthly,foottraffic__product,foottraffic,product,3m,3,AutoTheta,100,400,0.6141718128214556,1.540727902482128,21.0,0.730981134629696,1.497325077724312,21.0,0.8733333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,Toto-2.0-22M,100,200,0.26209455509374435,0.6617734720770698,1.0,0.3054548637003534,0.6179111686720025,6.0,0.8433333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.2627525868603275,0.6634349639258912,2.0,0.3110758494999225,0.6292819809171389,7.0,0.8258333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.2629659448218422,0.6639736803404171,3.0,0.31190828276559573,0.6309659279520704,8.0,0.9241666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,Chronos-2,100,200,0.26332848450078566,0.6648890718944855,4.0,0.2911646584368843,0.5890032071881246,1.0,0.87 monthly,foottraffic__product,foottraffic,product,6m,6,TimesFM-3.0,100,200,0.2639619983982746,0.6664886575531819,5.0,0.3052602036792801,0.6175173867571951,5.0,0.9283333333333332 monthly,foottraffic__product,foottraffic,product,6m,6,Timestral-209M,100,200,0.2699119039316825,0.6815118221586639,6.0,0.3011530719957848,0.6092089823412551,4.0,0.8916666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,t0-gamma,100,200,0.2728268351827218,0.6888718536334738,7.0,0.29575779967491544,0.5982947707136985,3.0,0.9241666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,Timestral-209M + past & calendar covariates,100,200,0.274278704647762,0.6925377393919118,8.0,0.329873548895101,0.6673082485656848,9.0,0.9408333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,t0-gamma + past & calendar covariates,100,200,0.27692466934734283,0.6992186460044458,9.0,0.2935111232799107,0.5937499210424652,2.0,0.9275 monthly,foottraffic__product,foottraffic,product,6m,6,Chronos-2 + past & calendar covariates,100,200,0.2799222582508081,0.7067873832328724,10.0,0.3704237982024615,0.7493382140928738,16.0,0.7933333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,t0-beta + past & calendar covariates,100,200,0.2870797203891479,0.7248595578679202,11.0,0.3487434839975922,0.7054806433695974,13.0,0.9483333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,TiRex-2,100,200,0.29753207983823876,0.7512511561273665,12.0,0.3319195594063851,0.671447166934269,10.0,0.8708333333333332 monthly,foottraffic__product,foottraffic,product,6m,6,TiRex-2 + past & calendar covariates,100,200,0.2994746945132749,0.7561561449316807,13.0,0.3350598440162711,0.677799715751959,11.0,0.8558333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,t0-alpha,100,200,0.3014330434815647,0.7611008619091858,14.0,0.3514144532128018,0.7108838040502409,14.0,0.9341666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,t0-beta,100,200,0.3052432448660131,0.770721398278579,15.0,0.3757927109875666,0.7601991024524606,17.0,0.9391666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,t0-alpha + past & calendar covariates,100,200,0.3121470063441719,0.7881529935368589,16.0,0.357493749710697,0.7231817427971029,15.0,0.9508333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,TimesFM-2.5,100,200,0.31705450977216043,0.8005441535959011,17.0,0.3421909744039328,0.6922254317428986,12.0,0.9191666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,PatchTST-FM-r2,100,200,0.3297301739034077,0.832549466564032,18.0,0.4382698784253047,0.8865854990516006,18.0,0.8475 monthly,foottraffic__product,foottraffic,product,6m,6,AutoETS,100,200,0.3827097150132575,0.9663197192759777,19.0,0.469717863385857,0.9502022995960404,19.0,0.9883333333333333 monthly,foottraffic__product,foottraffic,product,6m,6,Seasonal Naive,100,200,0.3960487480272116,1.0,20.0,0.49433458915595996,1.0,20.0,0.9691666666666667 monthly,foottraffic__product,foottraffic,product,6m,6,AutoTheta,100,200,0.4924329936333686,1.2433646011665582,21.0,0.6805462550884819,1.376691556725708,21.0,0.9616666666666667 monthly,foottraffic__service,foottraffic,service,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.3012198414173077,0.4285143711308299,1.0,0.17975073514792472,0.37899986536260327,2.0,0.89 monthly,foottraffic__service,foottraffic,service,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.3081955183661846,0.4384379465729225,2.0,0.1959194153584966,0.41309111743929045,6.0,0.8983333333333333 monthly,foottraffic__service,foottraffic,service,1m,1,Timestral-209M,100,1200,0.3094309905252099,0.44019552526622285,3.0,0.16884963867121255,0.35601517996713794,1.0,0.8741666666666666 monthly,foottraffic__service,foottraffic,service,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.3095067545264073,0.4403033068890227,4.0,0.19349458962719995,0.40797843389486477,5.0,0.8225 monthly,foottraffic__service,foottraffic,service,1m,1,t0-gamma + past & calendar covariates,100,1200,0.3189388360925028,0.45372135558638804,5.0,0.2138135817700255,0.4508205134006719,9.0,0.8741666666666666 monthly,foottraffic__service,foottraffic,service,1m,1,PatchTST-FM-r2,100,1200,0.3248551829541282,0.46213793147618465,6.0,0.18166872133759496,0.38304389059039523,3.0,0.89 monthly,foottraffic__service,foottraffic,service,1m,1,Chronos-2,100,1200,0.3258703043438825,0.463582039878557,7.0,0.21285121710654575,0.4487913919198146,8.0,0.8575 monthly,foottraffic__service,foottraffic,service,1m,1,TimesFM-3.0,100,1200,0.32614373593336865,0.46397102277246155,8.0,0.2219443677476266,0.46796406938261,10.0,0.8966666666666666 monthly,foottraffic__service,foottraffic,service,1m,1,t0-gamma,100,1200,0.3334005820032102,0.4742945884956879,9.0,0.22421851340178642,0.4727590478066605,11.0,0.8825 monthly,foottraffic__service,foottraffic,service,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.3341165444766259,0.47531311439227375,10.0,0.1924269537101478,0.4057273506462425,4.0,0.8108333333333333 monthly,foottraffic__service,foottraffic,service,1m,1,Toto-2.0-22M,100,1200,0.3380731380287216,0.48094175156909136,11.0,0.1989818554424023,0.4195481946719712,7.0,0.8233333333333334 monthly,foottraffic__service,foottraffic,service,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.34384258364574377,0.48914934622394246,12.0,0.241148753758179,0.5084560301324843,13.0,0.8058333333333333 monthly,foottraffic__service,foottraffic,service,1m,1,TiRex-2,100,1200,0.34643085474834734,0.49283141231437544,13.0,0.2378289094768635,0.5014562226790797,12.0,0.8191666666666667 monthly,foottraffic__service,foottraffic,service,1m,1,t0-beta + past & calendar covariates,100,1200,0.36316805551832704,0.5166416999391606,14.0,0.27900145338275434,0.5882674870899149,16.0,0.845 monthly,foottraffic__service,foottraffic,service,1m,1,t0-beta,100,1200,0.370409664391737,0.5269435892760774,15.0,0.2588963145112589,0.5458763117819391,14.0,0.8533333333333334 monthly,foottraffic__service,foottraffic,service,1m,1,TimesFM-2.5,100,1200,0.37622658053545477,0.5352187153485087,16.0,0.2860766402404473,0.6031853391046741,18.0,0.8758333333333334 monthly,foottraffic__service,foottraffic,service,1m,1,t0-alpha + past & calendar covariates,100,1200,0.38240165105044077,0.544003350669898,17.0,0.261328620153625,0.5510047665291135,15.0,0.8291666666666667 monthly,foottraffic__service,foottraffic,service,1m,1,t0-alpha,100,1200,0.3846199034718467,0.547159029382481,18.0,0.2811513068553792,0.5928003986020911,17.0,0.8383333333333334 monthly,foottraffic__service,foottraffic,service,1m,1,AutoETS,100,1200,0.408450281155551,0.5810600475189175,19.0,0.4197791161242448,0.8850936179047844,19.0,0.9241666666666667 monthly,foottraffic__service,foottraffic,service,1m,1,AutoTheta,100,1200,0.5076688593392672,0.7222080755998037,20.0,0.4414635187239184,0.9308146307227934,20.0,0.8758333333333334 monthly,foottraffic__service,foottraffic,service,1m,1,Seasonal Naive,100,1200,0.7029398818583429,1.0,21.0,0.4742765145205276,1.0,21.0,0.9191666666666667 monthly,foottraffic__service,foottraffic,service,3m,3,Timestral-209M + past & calendar covariates,100,400,0.35317638274198154,0.4850489001212627,1.0,0.20994355819787777,0.44003371680460385,3.0,0.9258333333333333 monthly,foottraffic__service,foottraffic,service,3m,3,Chronos-2 + past & calendar covariates,100,400,0.35911301284161373,0.4932022083291818,2.0,0.20051828067730626,0.4202786934312128,2.0,0.8216666666666668 monthly,foottraffic__service,foottraffic,service,3m,3,Timestral-209M,100,400,0.36234806641566863,0.49764519844575217,3.0,0.1995085076136696,0.4181622474771892,1.0,0.91 monthly,foottraffic__service,foottraffic,service,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.3657932585771689,0.5023767907896913,4.0,0.21333416668044916,0.44714030328728543,4.0,0.9275 monthly,foottraffic__service,foottraffic,service,3m,3,Chronos-2,100,400,0.3705326045217117,0.5088857609531184,5.0,0.2407007972173047,0.5044997205274218,9.0,0.88 monthly,foottraffic__service,foottraffic,service,3m,3,t0-gamma + past & calendar covariates,100,400,0.3772083597469569,0.5180541761918281,6.0,0.23779945697371077,0.4984186216736998,7.0,0.8975 monthly,foottraffic__service,foottraffic,service,3m,3,TimesFM-3.0,100,400,0.37910899950085913,0.5206644957579316,7.0,0.2439076301381074,0.5112211204190162,10.0,0.9258333333333333 monthly,foottraffic__service,foottraffic,service,3m,3,t0-gamma,100,400,0.3801490685724147,0.5220929161842678,8.0,0.2458092371661294,0.5152068164585851,11.0,0.895 monthly,foottraffic__service,foottraffic,service,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.3851305629978395,0.5289344506415073,9.0,0.22974538306037504,0.4815375889336348,5.0,0.8075 monthly,foottraffic__service,foottraffic,service,3m,3,Toto-2.0-22M,100,400,0.38743174984603385,0.5320948775676352,10.0,0.2372545044149004,0.4972764218272559,6.0,0.8266666666666667 monthly,foottraffic__service,foottraffic,service,3m,3,t0-beta + past & calendar covariates,100,400,0.3972846609914643,0.5456267668660627,11.0,0.29952593271648464,0.6277949682474838,17.0,0.9008333333333333 monthly,foottraffic__service,foottraffic,service,3m,3,PatchTST-FM-r2,100,400,0.4014231122087463,0.5513104742407278,12.0,0.23841675705761345,0.4997124591823862,8.0,0.8841666666666668 monthly,foottraffic__service,foottraffic,service,3m,3,t0-beta,100,400,0.406754534103961,0.5586325955736413,13.0,0.2652482928352911,0.5559503381493559,14.0,0.9041666666666667 monthly,foottraffic__service,foottraffic,service,3m,3,t0-alpha + past & calendar covariates,100,400,0.41008053688494256,0.563200494418378,14.0,0.26071530243888047,0.5464493626038613,12.0,0.9158333333333333 monthly,foottraffic__service,foottraffic,service,3m,3,t0-alpha,100,400,0.41458273090499426,0.5693837625084021,15.0,0.2879112661523029,0.6034510686701224,16.0,0.8825 monthly,foottraffic__service,foottraffic,service,3m,3,TiRex-2,100,400,0.42528033582165337,0.5840757457561837,16.0,0.2613039013988487,0.547683043647878,13.0,0.8225 monthly,foottraffic__service,foottraffic,service,3m,3,TiRex-2 + past & calendar covariates,100,400,0.42705867623968274,0.5865181006416079,17.0,0.26665218307404914,0.5588928387197433,15.0,0.7991666666666667 monthly,foottraffic__service,foottraffic,service,3m,3,TimesFM-2.5,100,400,0.42975484236262546,0.5902209881402688,18.0,0.31133786157334953,0.6525523220912196,18.0,0.8791666666666668 monthly,foottraffic__service,foottraffic,service,3m,3,AutoETS,100,400,0.4845364513931302,0.6654575002785443,19.0,0.47316656837001714,0.9917391394847906,19.0,0.945 monthly,foottraffic__service,foottraffic,service,3m,3,AutoTheta,100,400,0.5777023419103684,0.7934105994449138,20.0,0.47880499606709814,1.0035570695883762,21.0,0.88 monthly,foottraffic__service,foottraffic,service,3m,3,Seasonal Naive,100,400,0.7281253140738739,1.0,21.0,0.4771078901008461,1.0,20.0,0.92 monthly,foottraffic__service,foottraffic,service,6m,6,Chronos-2 + past & calendar covariates,100,200,0.40289638492986773,0.5230396787558842,1.0,0.2300460344777092,0.47797369298093606,1.0,0.8125 monthly,foottraffic__service,foottraffic,service,6m,6,Timestral-209M + past & calendar covariates,100,200,0.4223093667642045,0.5482415921066153,2.0,0.2662056321138201,0.5531035966894539,6.0,0.9316666666666668 monthly,foottraffic__service,foottraffic,service,6m,6,Chronos-2,100,200,0.42308158225856035,0.5492440814790838,3.0,0.28359037418604827,0.5892244078507917,9.0,0.8916666666666667 monthly,foottraffic__service,foottraffic,service,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.4257765935670935,0.552742742429601,4.0,0.24278681991467618,0.5044456131799122,2.0,0.9333333333333332 monthly,foottraffic__service,foottraffic,service,6m,6,Timestral-209M,100,200,0.4384743387369879,0.5692269423455215,5.0,0.24554088218992748,0.5101678127361445,3.0,0.9016666666666667 monthly,foottraffic__service,foottraffic,service,6m,6,Toto-2.0-22M,100,200,0.441442502473262,0.5730802095010109,6.0,0.2606390891202101,0.5415378197881757,5.0,0.8375 monthly,foottraffic__service,foottraffic,service,6m,6,TimesFM-3.0,100,200,0.4419708059293896,0.5737660525125503,7.0,0.29305260352615686,0.6088843716132295,11.0,0.9266666666666667 monthly,foottraffic__service,foottraffic,service,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.4459246764742813,0.5788989632484024,8.0,0.2595975549568691,0.5393737923510231,4.0,0.8241666666666667 monthly,foottraffic__service,foottraffic,service,6m,6,t0-gamma + past & calendar covariates,100,200,0.4470918102944685,0.5804141351913874,9.0,0.2739385835905825,0.5691705868611477,7.0,0.9225 monthly,foottraffic__service,foottraffic,service,6m,6,t0-gamma,100,200,0.4520896527321042,0.5869023291807888,10.0,0.27830258657961376,0.5782378095567393,8.0,0.9033333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,t0-beta + past & calendar covariates,100,200,0.467956797361488,0.607501040264212,11.0,0.3423219802450889,0.7112528649223319,17.0,0.9208333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,t0-alpha,100,200,0.478411790457129,0.6210737017093897,12.0,0.31388003694892,0.6521581680557293,15.0,0.9141666666666667 monthly,foottraffic__service,foottraffic,service,6m,6,t0-beta,100,200,0.47994843552586386,0.6230685727809006,13.0,0.3037339034281432,0.6310772356266451,13.0,0.9125 monthly,foottraffic__service,foottraffic,service,6m,6,TiRex-2,100,200,0.48529378378548954,0.6300078984763634,14.0,0.3084086167536908,0.6407900307066041,14.0,0.8533333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,PatchTST-FM-r2,100,200,0.48756283141138484,0.6329535738056089,15.0,0.29385876846238757,0.6105593651969996,12.0,0.8708333333333332 monthly,foottraffic__service,foottraffic,service,6m,6,TiRex-2 + past & calendar covariates,100,200,0.48867593561244654,0.6343986045517807,16.0,0.32178075171008885,0.6685737251426339,16.0,0.8283333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,t0-alpha + past & calendar covariates,100,200,0.5069902738634137,0.6581742599155782,17.0,0.2902904966211046,0.6031454574832235,10.0,0.925 monthly,foottraffic__service,foottraffic,service,6m,6,TimesFM-2.5,100,200,0.50964033413164,0.6616145654711074,18.0,0.3697564597837199,0.7682543234776193,18.0,0.8783333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,AutoETS,100,200,0.5346696786848412,0.6941076352137299,19.0,0.5505000247145121,1.143790765166995,20.0,0.9658333333333333 monthly,foottraffic__service,foottraffic,service,6m,6,AutoTheta,100,200,0.5619058358936296,0.729465586910192,20.0,0.5564364498935475,1.156125057615768,21.0,0.9575 monthly,foottraffic__service,foottraffic,service,6m,6,Seasonal Naive,100,200,0.770297935881667,1.0,21.0,0.4812943428810936,1.0,19.0,0.9166666666666667 monthly,job_openings,job_openings,original,1m,1,t0-gamma + past & calendar covariates,100,1200,0.5628606371738507,0.4195306937278139,1.0,2.713696331067122,0.30133417176595734,1.0,0.7583333333333333 monthly,job_openings,job_openings,original,1m,1,t0-beta + past & calendar covariates,100,1200,0.5708641955812017,0.4254961817885644,2.0,2.715402676470928,0.3015236477117793,2.0,0.7375 monthly,job_openings,job_openings,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.5744200314618249,0.42814653996829144,3.0,2.779642632539763,0.3086569786356089,7.0,0.7758333333333334 monthly,job_openings,job_openings,original,1m,1,t0-beta,100,1200,0.5745577951053533,0.4282492227162451,4.0,2.721720855530176,0.30222523072683205,4.0,0.7558333333333334 monthly,job_openings,job_openings,original,1m,1,t0-gamma,100,1200,0.5753450000182324,0.42883596941941543,5.0,2.7201423009180297,0.30204994492156606,3.0,0.7741666666666667 monthly,job_openings,job_openings,original,1m,1,t0-alpha + past & calendar covariates,100,1200,0.5772654952720842,0.43026741914770855,6.0,3.0337768383836767,0.3368765401092618,18.0,0.6741666666666667 monthly,job_openings,job_openings,original,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.5778462087771526,0.4307002565563818,7.0,2.7533152070502522,0.30573352958798017,5.0,0.7733333333333333 monthly,job_openings,job_openings,original,1m,1,TiRex-2,100,1200,0.580517485768682,0.43269130481127926,8.0,2.8219141250082527,0.3133508882033365,9.0,0.7375 monthly,job_openings,job_openings,original,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.5842618945480638,0.43548221664462766,9.0,2.826985978129752,0.31391407673780475,10.0,0.7358333333333333 monthly,job_openings,job_openings,original,1m,1,Timestral-209M,100,1200,0.5849511645904487,0.4359959671539891,10.0,2.7611935121031608,0.30660835205829845,6.0,0.7658333333333334 monthly,job_openings,job_openings,original,1m,1,t0-alpha,100,1200,0.5859770666327581,0.43676062783032965,11.0,2.9532038663185527,0.3279295590023455,15.0,0.7258333333333333 monthly,job_openings,job_openings,original,1m,1,PatchTST-FM-r2,100,1200,0.5889867142154539,0.4390038821189656,12.0,2.8170397911078444,0.3128096325912125,8.0,0.7175 monthly,job_openings,job_openings,original,1m,1,TimesFM-3.0,100,1200,0.5923675708834558,0.44152381875984154,13.0,2.8577139635931914,0.3173261726100134,12.0,0.78 monthly,job_openings,job_openings,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.5938337811266222,0.4426166651232948,14.0,2.836321445485028,0.3149507053728311,11.0,0.7358333333333333 monthly,job_openings,job_openings,original,1m,1,Toto-2.0-22M,100,1200,0.5967595466114372,0.44479739751505054,15.0,2.86081472038474,0.31767048673570686,13.0,0.7683333333333333 monthly,job_openings,job_openings,original,1m,1,TimesFM-2.5,100,1200,0.6010146497425889,0.44796895766794875,16.0,2.9895654899596993,0.3319672251253128,16.0,0.7833333333333333 monthly,job_openings,job_openings,original,1m,1,Chronos-2,100,1200,0.6020030682187096,0.44870567980055764,17.0,2.908168305996978,0.3229287219100902,14.0,0.71 monthly,job_openings,job_openings,original,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.6175265885733772,0.46027620513732936,18.0,3.0211121831033863,0.3354702319067199,17.0,0.7183333333333334 monthly,job_openings,job_openings,original,1m,1,AutoTheta,100,1200,0.6718406345658215,0.5007594222775191,19.0,3.6955005145055755,0.4103556370882911,19.0,0.8333333333333334 monthly,job_openings,job_openings,original,1m,1,AutoETS,100,1200,0.6806736603184902,0.5073431575345081,20.0,4.005695332660378,0.4448002790862454,20.0,0.8225 monthly,job_openings,job_openings,original,1m,1,Seasonal Naive,100,1200,1.3416435211747044,1.0,21.0,9.00560435998217,1.0,21.0,0.7041666666666667 monthly,job_openings,job_openings,original,3m,3,t0-gamma + past & calendar covariates,100,400,0.8087480665991325,0.5886392565078392,1.0,4.425208451719492,0.4843932016141425,3.0,0.7075 monthly,job_openings,job_openings,original,3m,3,t0-alpha + past & calendar covariates,100,400,0.813539604585302,0.592126729893177,2.0,4.682781776021788,0.5125877530280327,17.0,0.6391666666666667 monthly,job_openings,job_openings,original,3m,3,t0-beta + past & calendar covariates,100,400,0.8157367408479052,0.5937258937236437,3.0,4.419461135796584,0.48376408757557027,2.0,0.7033333333333333 monthly,job_openings,job_openings,original,3m,3,t0-gamma,100,400,0.8161842080283712,0.5940515782715262,4.0,4.408687276025853,0.482584756819737,1.0,0.725 monthly,job_openings,job_openings,original,3m,3,t0-alpha,100,400,0.818820081115783,0.5959700723471258,5.0,4.6237589101238825,0.5061269782887955,12.0,0.6833333333333332 monthly,job_openings,job_openings,original,3m,3,TimesFM-2.5,100,400,0.8239893822471823,0.5997324968898484,6.0,4.625701615180701,0.5063396311236916,13.0,0.6975 monthly,job_openings,job_openings,original,3m,3,t0-beta,100,400,0.8273320439567997,0.6021654200519161,7.0,4.464871419011071,0.4887347986081597,4.0,0.7116666666666667 monthly,job_openings,job_openings,original,3m,3,Timestral-209M + past & calendar covariates,100,400,0.8274951085727608,0.6022841050148436,8.0,4.5573742922638045,0.4988603697359985,9.0,0.7183333333333333 monthly,job_openings,job_openings,original,3m,3,TimesFM-3.0,100,400,0.8277433960974272,0.6024648186263573,9.0,4.581976857169158,0.5015534214447362,11.0,0.715 monthly,job_openings,job_openings,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.8291405574613755,0.6034817286635638,10.0,4.533084909737151,0.4962015996699817,7.0,0.7116666666666667 monthly,job_openings,job_openings,original,3m,3,Timestral-209M,100,400,0.8314074689726156,0.6051316777164953,11.0,4.5022395111031415,0.4928251934368275,5.0,0.7041666666666667 monthly,job_openings,job_openings,original,3m,3,TiRex-2,100,400,0.8375938509926226,0.6096343744933092,12.0,4.573228086733854,0.5005957614909554,10.0,0.6975 monthly,job_openings,job_openings,original,3m,3,TiRex-2 + past & calendar covariates,100,400,0.8407557126028757,0.6119357040968118,13.0,4.627084221598067,0.5064909743104334,14.0,0.6925 monthly,job_openings,job_openings,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.8480615846876941,0.617253210610593,14.0,4.551116286240326,0.49817535441830074,8.0,0.6958333333333333 monthly,job_openings,job_openings,original,3m,3,PatchTST-FM-r2,100,400,0.8483801375093575,0.6174850661214085,15.0,4.524350205355938,0.4952454794179007,6.0,0.6591666666666667 monthly,job_openings,job_openings,original,3m,3,Toto-2.0-22M,100,400,0.8490118809710203,0.6179448743323148,16.0,4.665168782796102,0.510659795447801,15.0,0.7191666666666667 monthly,job_openings,job_openings,original,3m,3,Chronos-2 + past & calendar covariates,100,400,0.8567209472671,0.6235558417525847,17.0,4.812104573987032,0.5267437153587434,18.0,0.6591666666666667 monthly,job_openings,job_openings,original,3m,3,Chronos-2,100,400,0.8671692854833373,0.6311605610630259,18.0,4.676588470687829,0.5119098199923303,16.0,0.6783333333333332 monthly,job_openings,job_openings,original,3m,3,AutoTheta,100,400,0.9206604562753476,0.6700935790263934,19.0,5.358122642850535,0.5865120728048638,19.0,0.7825 monthly,job_openings,job_openings,original,3m,3,AutoETS,100,400,0.9393108170120738,0.6836680590543143,20.0,5.830706169685631,0.6382421212514643,20.0,0.7733333333333333 monthly,job_openings,job_openings,original,3m,3,Seasonal Naive,100,400,1.3739281871839648,1.0,21.0,9.135570930750841,1.0,21.0,0.695 monthly,job_openings,job_openings,original,6m,6,t0-alpha,100,200,0.8643641837069364,0.6124313178580655,1.0,4.8493786021004155,0.5238730320149092,5.0,0.6825 monthly,job_openings,job_openings,original,6m,6,t0-alpha + past & calendar covariates,100,200,0.8735047590312024,0.6189077252536305,2.0,4.904951161715607,0.5298764744538703,7.0,0.6441666666666667 monthly,job_openings,job_openings,original,6m,6,TimesFM-2.5,100,200,0.8748854931292105,0.619886022155786,3.0,4.792342049335004,0.5177114360075461,3.0,0.6925 monthly,job_openings,job_openings,original,6m,6,TimesFM-3.0,100,200,0.8936743497728825,0.6331985638508636,4.0,4.9544209981855625,0.5352206464295484,9.0,0.7016666666666667 monthly,job_openings,job_openings,original,6m,6,t0-gamma,100,200,0.8960447366483586,0.6348780632856452,5.0,4.748992947736731,0.5130284802821313,1.0,0.7208333333333333 monthly,job_openings,job_openings,original,6m,6,t0-beta,100,200,0.8999668279135843,0.6376569978685435,6.0,4.878899156967812,0.5270621050599478,6.0,0.7075 monthly,job_openings,job_openings,original,6m,6,t0-gamma + past & calendar covariates,100,200,0.9068085793272229,0.6425046106152241,7.0,4.782514528501912,0.5166497797504348,2.0,0.695 monthly,job_openings,job_openings,original,6m,6,t0-beta + past & calendar covariates,100,200,0.9085994645889963,0.6437735135171199,8.0,4.9407688266976235,0.5337458173725066,8.0,0.6875 monthly,job_openings,job_openings,original,6m,6,Timestral-209M,100,200,0.9149695670001335,0.6482869469611257,9.0,5.004036587842753,0.5405805639615929,11.0,0.7091666666666667 monthly,job_openings,job_openings,original,6m,6,Timestral-209M + past & calendar covariates,100,200,0.9149852359441393,0.6482980489389815,10.0,4.958870305019567,0.5357013001488692,10.0,0.7283333333333333 monthly,job_openings,job_openings,original,6m,6,TiRex-2,100,200,0.9173604904394588,0.649980997247388,11.0,5.025854170700216,0.5429374934201064,13.0,0.7033333333333333 monthly,job_openings,job_openings,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.9174952110712215,0.6500764513807363,12.0,4.813367418908789,0.5199827835371207,4.0,0.6833333333333332 monthly,job_openings,job_openings,original,6m,6,PatchTST-FM-r2,100,200,0.9287968770501951,0.658084064745523,13.0,5.1880758612433855,0.5604621240700263,16.0,0.6466666666666667 monthly,job_openings,job_openings,original,6m,6,TiRex-2 + past & calendar covariates,100,200,0.9292531841255408,0.6584073737728631,14.0,5.175252281686372,0.5590768068871388,15.0,0.6975 monthly,job_openings,job_openings,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.929368356041881,0.6584889769788195,15.0,5.009887133951299,0.5412125920172081,12.0,0.7008333333333333 monthly,job_openings,job_openings,original,6m,6,Toto-2.0-22M,100,200,0.938641191705841,0.6650590953074218,16.0,5.169061278060295,0.5584079995806926,14.0,0.6925 monthly,job_openings,job_openings,original,6m,6,Chronos-2,100,200,0.9564287124948243,0.6776621566137175,17.0,5.362959341432351,0.5793545939168291,17.0,0.66 monthly,job_openings,job_openings,original,6m,6,Chronos-2 + past & calendar covariates,100,200,0.9749563535371333,0.690789618202512,18.0,5.632857131086847,0.6085113550200314,18.0,0.6533333333333333 monthly,job_openings,job_openings,original,6m,6,AutoTheta,100,200,1.0391670976094525,0.7362851065095454,19.0,6.062391342511895,0.6549134630336044,19.0,0.7766666666666667 monthly,job_openings,job_openings,original,6m,6,AutoETS,100,200,1.0560270022933012,0.7482309203680146,20.0,6.531623980342604,0.7056041483503285,20.0,0.7858333333333333 monthly,job_openings,job_openings,original,6m,6,Seasonal Naive,100,200,1.411365092709478,1.0,21.0,9.25678228453341,1.0,21.0,0.685 monthly,job_openings__company,job_openings,company,1m,1,t0-gamma + past & calendar covariates,100,1200,0.6462678633791034,0.45012757391619534,1.0,2.9240849588462963,0.2903027568047417,1.0,0.7433333333333333 monthly,job_openings__company,job_openings,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.657360272024493,0.4578534709866912,2.0,2.9348760614546614,0.2913740960032468,2.0,0.7608333333333334 monthly,job_openings__company,job_openings,company,1m,1,t0-gamma,100,1200,0.6593565275905221,0.45924386918807336,3.0,2.9835029718085226,0.2962017690460276,4.0,0.7591666666666667 monthly,job_openings__company,job_openings,company,1m,1,t0-beta,100,1200,0.6611766763691654,0.4605116084651178,4.0,2.9772730281500133,0.2955832610873816,3.0,0.7425 monthly,job_openings__company,job_openings,company,1m,1,t0-beta + past & calendar covariates,100,1200,0.6629390587881826,0.46173911329328127,5.0,3.003159746902998,0.29815329100251287,6.0,0.7241666666666666 monthly,job_openings__company,job_openings,company,1m,1,TiRex-2,100,1200,0.66630478473615,0.4640833518687597,6.0,3.0149499677629366,0.29932382252507417,9.0,0.7183333333333334 monthly,job_openings__company,job_openings,company,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.670368005409322,0.4669133976865078,7.0,3.04231078897282,0.3020402011315305,11.0,0.715 monthly,job_openings__company,job_openings,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.6729430604321482,0.46870693150708953,8.0,3.066848930307641,0.30447634446410093,12.0,0.7158333333333333 monthly,job_openings__company,job_openings,company,1m,1,PatchTST-FM-r2,100,1200,0.6769578631831539,0.47150325409168037,9.0,3.013577170185382,0.29918753136838483,8.0,0.6858333333333333 monthly,job_openings__company,job_openings,company,1m,1,TimesFM-3.0,100,1200,0.6777168651788357,0.47203190133885653,10.0,3.026619115452338,0.30048233391974016,10.0,0.7533333333333333 monthly,job_openings__company,job_openings,company,1m,1,Timestral-209M,100,1200,0.6791208744260329,0.4730097981398709,11.0,3.0038722271443894,0.2982240259439239,7.0,0.7508333333333334 monthly,job_openings__company,job_openings,company,1m,1,Toto-2.0-22M,100,1200,0.6808334149437537,0.47420258792899067,12.0,3.082028766343811,0.3059833965200996,13.0,0.7475 monthly,job_openings__company,job_openings,company,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.6815367565797934,0.4746924675628153,13.0,2.9957678273391535,0.2974194222341069,5.0,0.765 monthly,job_openings__company,job_openings,company,1m,1,t0-alpha,100,1200,0.6840039752612523,0.4764108930367343,14.0,3.115588296738339,0.30931518213088705,15.0,0.7175 monthly,job_openings__company,job_openings,company,1m,1,Chronos-2,100,1200,0.6851631796730028,0.4772182825095852,15.0,3.2387390958149664,0.3215415767048523,17.0,0.6816666666666666 monthly,job_openings__company,job_openings,company,1m,1,TimesFM-2.5,100,1200,0.6865086827151304,0.47815542955706963,16.0,3.1104227142740255,0.3088023438067625,14.0,0.7583333333333333 monthly,job_openings__company,job_openings,company,1m,1,t0-alpha + past & calendar covariates,100,1200,0.6927902380919264,0.4825305523852316,17.0,3.161947758844379,0.31391774322017846,16.0,0.66 monthly,job_openings__company,job_openings,company,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.6949609334925181,0.4840424484731332,18.0,3.247722851045809,0.3224334827016608,18.0,0.6983333333333334 monthly,job_openings__company,job_openings,company,1m,1,AutoETS,100,1200,0.760301226424419,0.5295521654233588,19.0,3.798569883402333,0.3771215011147453,19.0,0.81 monthly,job_openings__company,job_openings,company,1m,1,AutoTheta,100,1200,0.7621943473462026,0.5308707300247254,20.0,3.966339988842341,0.3937776943526712,20.0,0.8116666666666666 monthly,job_openings__company,job_openings,company,1m,1,Seasonal Naive,100,1200,1.4357437776060913,1.0,21.0,10.07253596566099,1.0,21.0,0.6791666666666667 monthly,job_openings__company,job_openings,company,3m,3,t0-gamma + past & calendar covariates,100,400,0.9155409748141927,0.6185022333358356,1.0,4.46707903813992,0.4362164136962034,1.0,0.6875 monthly,job_openings__company,job_openings,company,3m,3,t0-gamma,100,400,0.9270321551386475,0.6262652072385412,2.0,4.547467949292467,0.44406650146597537,7.0,0.7025 monthly,job_openings__company,job_openings,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.9324948399574025,0.6299555748499912,3.0,4.475223930328769,0.437011773623849,2.0,0.7008333333333333 monthly,job_openings__company,job_openings,company,3m,3,t0-beta + past & calendar covariates,100,400,0.941891356706154,0.6363034792634009,4.0,4.534366164911616,0.4427870941962944,5.0,0.6783333333333332 monthly,job_openings__company,job_openings,company,3m,3,t0-beta,100,400,0.9424154576794811,0.6366575405576669,5.0,4.562944087052168,0.44557776760963785,10.0,0.6966666666666668 monthly,job_openings__company,job_openings,company,3m,3,Chronos-2 + past & calendar covariates,100,400,0.9425907411699133,0.6367759549523052,6.0,4.751751295262475,0.464015051244491,17.0,0.635 monthly,job_openings__company,job_openings,company,3m,3,TiRex-2,100,400,0.94592685436699,0.6390296972967938,7.0,4.524627827591966,0.4418361321594305,4.0,0.6758333333333333 monthly,job_openings__company,job_openings,company,3m,3,TimesFM-2.5,100,400,0.946130824157649,0.6391674909887488,8.0,4.576254931080871,0.44687758984154713,12.0,0.6733333333333333 monthly,job_openings__company,job_openings,company,3m,3,TiRex-2 + past & calendar covariates,100,400,0.9465487909617566,0.6394498523564125,9.0,4.547745703581857,0.4440936245544571,8.0,0.6733333333333333 monthly,job_openings__company,job_openings,company,3m,3,TimesFM-3.0,100,400,0.946944126134979,0.6397169247150297,10.0,4.513547429530477,0.44075411604477455,3.0,0.7058333333333333 monthly,job_openings__company,job_openings,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.9544485080777274,0.6447865798359673,11.0,4.543705429485039,0.4436990862304615,6.0,0.6725 monthly,job_openings__company,job_openings,company,3m,3,t0-alpha,100,400,0.9553252184830353,0.6453788497163861,12.0,4.668351070595456,0.4558709045671907,16.0,0.6616666666666667 monthly,job_openings__company,job_openings,company,3m,3,Chronos-2,100,400,0.9554406720907527,0.6454568454764714,13.0,4.785023406670228,0.46726411869784723,18.0,0.6316666666666666 monthly,job_openings__company,job_openings,company,3m,3,PatchTST-FM-r2,100,400,0.9575333252550725,0.6468705568136311,14.0,4.549937654444618,0.44430767157180073,9.0,0.6191666666666666 monthly,job_openings__company,job_openings,company,3m,3,Toto-2.0-22M,100,400,0.958272717142805,0.6473700598904495,15.0,4.611689844880692,0.45033785792398257,14.0,0.7058333333333333 monthly,job_openings__company,job_openings,company,3m,3,Timestral-209M + past & calendar covariates,100,400,0.9657127034841406,0.6523962119630403,16.0,4.6240724054486595,0.45154703199885726,15.0,0.7083333333333333 monthly,job_openings__company,job_openings,company,3m,3,Timestral-209M,100,400,0.9658904541656699,0.652516293091605,17.0,4.60081783835407,0.44927619152940285,13.0,0.6833333333333332 monthly,job_openings__company,job_openings,company,3m,3,t0-alpha + past & calendar covariates,100,400,0.9765476720303349,0.6597158758866618,18.0,4.57408128672444,0.44666533047973206,11.0,0.6158333333333332 monthly,job_openings__company,job_openings,company,3m,3,AutoETS,100,400,1.0048824068486675,0.6788576699168788,19.0,5.217337519307294,0.5094801865566605,19.0,0.7741666666666667 monthly,job_openings__company,job_openings,company,3m,3,AutoTheta,100,400,1.0192488896318712,0.6885630811775771,20.0,5.299611372894173,0.5175143415483705,20.0,0.7575 monthly,job_openings__company,job_openings,company,3m,3,Seasonal Naive,100,400,1.480254921435458,1.0,21.0,10.240511126779728,1.0,21.0,0.6725 monthly,job_openings__company,job_openings,company,6m,6,t0-beta,100,200,1.0964521499241402,0.7130168223320785,1.0,5.161572135937987,0.49530501991380593,1.0,0.6825 monthly,job_openings__company,job_openings,company,6m,6,t0-gamma,100,200,1.1053937773023577,0.7188315135980268,2.0,5.2399789408687445,0.5028289453874445,8.0,0.6833333333333332 monthly,job_openings__company,job_openings,company,6m,6,TimesFM-2.5,100,200,1.1064009403497945,0.7194864662064954,3.0,5.176730887819243,0.49675965538235584,4.0,0.6408333333333333 monthly,job_openings__company,job_openings,company,6m,6,TiRex-2,100,200,1.1104162701494047,0.7220976131630966,4.0,5.166459663867489,0.4957740276220575,3.0,0.6616666666666667 monthly,job_openings__company,job_openings,company,6m,6,t0-gamma + past & calendar covariates,100,200,1.1112200182162364,0.7226202861248009,5.0,5.164720003894886,0.49560708966310235,2.0,0.6666666666666667 monthly,job_openings__company,job_openings,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.1151617691495492,0.7251835851480092,6.0,5.207584829202506,0.4997204029315092,5.0,0.6816666666666668 monthly,job_openings__company,job_openings,company,6m,6,TiRex-2 + past & calendar covariates,100,200,1.1216645198885242,0.7294122883054086,7.0,5.256112803234005,0.504377152563408,9.0,0.6691666666666667 monthly,job_openings__company,job_openings,company,6m,6,t0-alpha,100,200,1.122791287930296,0.7301450193860171,8.0,5.518342706240784,0.5295407623919791,14.0,0.6508333333333333 monthly,job_openings__company,job_openings,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.1238678331352634,0.7308450908311739,9.0,5.341765027182989,0.512596349228961,11.0,0.6433333333333333 monthly,job_openings__company,job_openings,company,6m,6,TimesFM-3.0,100,200,1.1295262134352355,0.7345247045209384,10.0,5.233224815298708,0.5021808187679065,7.0,0.6708333333333333 monthly,job_openings__company,job_openings,company,6m,6,t0-beta + past & calendar covariates,100,200,1.1330086986353451,0.7367893455555449,11.0,5.231613230643622,0.5020261709302598,6.0,0.6616666666666667 monthly,job_openings__company,job_openings,company,6m,6,Chronos-2 + past & calendar covariates,100,200,1.1345800274450202,0.7378111720664334,12.0,5.834710603812541,0.5598994600290492,17.0,0.6125 monthly,job_openings__company,job_openings,company,6m,6,PatchTST-FM-r2,100,200,1.135429322394913,0.7383634639165039,13.0,5.5336422684881565,0.5310089100384772,15.0,0.5825 monthly,job_openings__company,job_openings,company,6m,6,t0-alpha + past & calendar covariates,100,200,1.1374439881922926,0.7396735900401182,14.0,5.271769617035916,0.5058795821076834,10.0,0.6025 monthly,job_openings__company,job_openings,company,6m,6,Timestral-209M + past & calendar covariates,100,200,1.1473876269380379,0.7461398838053317,15.0,5.344730986731714,0.5128809630277524,12.0,0.7083333333333333 monthly,job_openings__company,job_openings,company,6m,6,Timestral-209M,100,200,1.1488884117199227,0.7471158359216716,16.0,5.368604979916053,0.5151719139934976,13.0,0.6916666666666668 monthly,job_openings__company,job_openings,company,6m,6,Chronos-2,100,200,1.1580179863909585,0.7530527482818105,17.0,5.842280288281792,0.5606258477686836,18.0,0.6208333333333333 monthly,job_openings__company,job_openings,company,6m,6,Toto-2.0-22M,100,200,1.159096577108567,0.7537541499126242,18.0,5.625020275138852,0.5397775534308031,16.0,0.6658333333333333 monthly,job_openings__company,job_openings,company,6m,6,AutoETS,100,200,1.1845608727136208,0.7703134417490225,19.0,6.07630215493822,0.583082611380971,19.0,0.7758333333333333 monthly,job_openings__company,job_openings,company,6m,6,AutoTheta,100,200,1.2172661405426717,0.7915814981275912,20.0,6.144883494416132,0.5896636841280343,20.0,0.7508333333333332 monthly,job_openings__company,job_openings,company,6m,6,Seasonal Naive,100,200,1.537764770174639,1.0,21.0,10.42099701883945,1.0,21.0,0.6675 monthly,job_openings__product,job_openings,product,1m,1,t0-gamma + past & calendar covariates,100,1200,0.6309158737901398,0.4289070948895456,1.0,1.727286097788287,0.21861925954289652,3.0,0.7583333333333333 monthly,job_openings__product,job_openings,product,1m,1,TiRex-2,100,1200,0.6357995311162428,0.43222708629123857,2.0,1.7630067876672406,0.22314035815053174,7.0,0.7583333333333333 monthly,job_openings__product,job_openings,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.6409599601685729,0.4357352317115181,3.0,1.8045057664594872,0.22839280360642014,11.0,0.7641666666666667 monthly,job_openings__product,job_openings,product,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.6416130234296922,0.4361791949683356,4.0,1.792634548451508,0.2268902865109026,10.0,0.7533333333333333 monthly,job_openings__product,job_openings,product,1m,1,t0-beta + past & calendar covariates,100,1200,0.6468059895483373,0.4397094596269624,5.0,1.7084263226611627,0.21623221429386863,1.0,0.7483333333333333 monthly,job_openings__product,job_openings,product,1m,1,PatchTST-FM-r2,100,1200,0.6488604841428266,0.4411061391916959,6.0,1.9334813064886032,0.2447169881734209,16.0,0.71 monthly,job_openings__product,job_openings,product,1m,1,t0-gamma,100,1200,0.6514225614680342,0.4428478819312401,7.0,1.7273053560281482,0.21862169702105602,4.0,0.7641666666666667 monthly,job_openings__product,job_openings,product,1m,1,t0-beta,100,1200,0.6520942259483583,0.44330449060596827,8.0,1.7111628399789363,0.21657856999632233,2.0,0.7591666666666667 monthly,job_openings__product,job_openings,product,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.6524046734210965,0.4435155379566207,9.0,1.7549060211422856,0.22211505980436705,6.0,0.7958333333333333 monthly,job_openings__product,job_openings,product,1m,1,Toto-2.0-22M,100,1200,0.6563399575399356,0.4461908094929613,10.0,1.773121824432201,0.2244205987838792,8.0,0.7808333333333334 monthly,job_openings__product,job_openings,product,1m,1,t0-alpha,100,1200,0.6565687141865579,0.44634632206256913,11.0,1.8748990936683765,0.23730235083827336,14.0,0.715 monthly,job_openings__product,job_openings,product,1m,1,t0-alpha + past & calendar covariates,100,1200,0.6569171819896151,0.44658321626555364,12.0,2.03408655002537,0.2574503992026091,18.0,0.6466666666666666 monthly,job_openings__product,job_openings,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.658608318187855,0.4477328787546146,13.0,1.9041996935260133,0.24101087107313282,15.0,0.7591666666666667 monthly,job_openings__product,job_openings,product,1m,1,Timestral-209M,100,1200,0.6595755430478751,0.44839041428676724,14.0,1.7461163700621847,0.22100257067287193,5.0,0.7733333333333333 monthly,job_openings__product,job_openings,product,1m,1,TimesFM-3.0,100,1200,0.6659738745709063,0.45274010637677214,15.0,1.821811699483865,0.23058318206678804,13.0,0.7741666666666667 monthly,job_openings__product,job_openings,product,1m,1,TimesFM-2.5,100,1200,0.6760727512428945,0.45960549055075,16.0,2.0019333436908866,0.2533808300850347,17.0,0.7808333333333334 monthly,job_openings__product,job_openings,product,1m,1,Chronos-2,100,1200,0.6804544392050059,0.46258423483761013,17.0,1.805282100008738,0.22849106264174315,12.0,0.6941666666666667 monthly,job_openings__product,job_openings,product,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.6941230689434763,0.4718763964645313,18.0,1.7893225480709587,0.226471093030605,9.0,0.715 monthly,job_openings__product,job_openings,product,1m,1,AutoTheta,100,1200,0.7483411030338868,0.5087347169766498,19.0,2.1581529272843185,0.27315324053575657,20.0,0.82 monthly,job_openings__product,job_openings,product,1m,1,AutoETS,100,1200,0.7504880581754504,0.5101942527576953,20.0,2.1061613344590993,0.26657276522222323,19.0,0.8133333333333334 monthly,job_openings__product,job_openings,product,1m,1,Seasonal Naive,100,1200,1.4709849319527264,1.0,21.0,7.900887146904669,1.0,21.0,0.6733333333333333 monthly,job_openings__product,job_openings,product,3m,3,TiRex-2,100,400,0.91958885450814,0.5992849237362111,1.0,2.341943638291734,0.28903013633407504,2.0,0.69 monthly,job_openings__product,job_openings,product,3m,3,t0-gamma + past & calendar covariates,100,400,0.9203889251538974,0.5998063200902184,2.0,2.3187085581409113,0.2861625872291683,1.0,0.69 monthly,job_openings__product,job_openings,product,3m,3,Toto-2.0-22M,100,400,0.9269311606124188,0.6040698157367825,3.0,2.39254927548797,0.29527561294544635,4.0,0.7191666666666667 monthly,job_openings__product,job_openings,product,3m,3,TiRex-2 + past & calendar covariates,100,400,0.928782689771025,0.6052764348744233,4.0,2.391900882548648,0.29519559176279014,3.0,0.6883333333333332 monthly,job_openings__product,job_openings,product,3m,3,Timestral-209M + past & calendar covariates,100,400,0.9306156203473354,0.6064709335411405,5.0,2.4553656316537067,0.30302807107028656,7.0,0.73 monthly,job_openings__product,job_openings,product,3m,3,PatchTST-FM-r2,100,400,0.9374445599649976,0.6109212708173125,6.0,2.7339174042049015,0.33740543843310483,16.0,0.6358333333333334 monthly,job_openings__product,job_openings,product,3m,3,t0-beta + past & calendar covariates,100,400,0.9380623052775203,0.6113238479589217,7.0,2.4714729538020155,0.3050159504711326,8.0,0.6716666666666667 monthly,job_openings__product,job_openings,product,3m,3,Timestral-209M,100,400,0.9395150233384237,0.6122705667322852,8.0,2.4315019428221825,0.30008294244992384,6.0,0.71 monthly,job_openings__product,job_openings,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.9399433278666904,0.6125496876082069,9.0,2.5313652089496372,0.31240753171486363,11.0,0.6758333333333333 monthly,job_openings__product,job_openings,product,3m,3,t0-alpha + past & calendar covariates,100,400,0.940835059245199,0.613130818152083,10.0,3.036529409199589,0.3747521907758472,20.0,0.5908333333333333 monthly,job_openings__product,job_openings,product,3m,3,TimesFM-3.0,100,400,0.9461763857570453,0.6166116959765692,11.0,2.5109576923164503,0.30988894534997896,9.0,0.6933333333333332 monthly,job_openings__product,job_openings,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.9480145597033716,0.6178096116840482,12.0,2.7808103229059657,0.3431927112195488,17.0,0.6966666666666668 monthly,job_openings__product,job_openings,product,3m,3,t0-alpha,100,400,0.9487744174557241,0.6183048017822499,13.0,2.8102283177787117,0.34682332253304177,18.0,0.655 monthly,job_openings__product,job_openings,product,3m,3,t0-gamma,100,400,0.9494290379173713,0.6187314100121248,14.0,2.6463756056969565,0.32660149868665667,13.0,0.6866666666666668 monthly,job_openings__product,job_openings,product,3m,3,TimesFM-2.5,100,400,0.9586573763742418,0.624745406464154,15.0,2.882627774957779,0.3557584756412705,19.0,0.6883333333333332 monthly,job_openings__product,job_openings,product,3m,3,t0-beta,100,400,0.9603046260719772,0.6258188991501977,16.0,2.5465672022056407,0.31428368027432996,12.0,0.6875 monthly,job_openings__product,job_openings,product,3m,3,Chronos-2,100,400,0.9637241258728865,0.628047345773227,17.0,2.518273909994972,0.3107918737375363,10.0,0.6458333333333333 monthly,job_openings__product,job_openings,product,3m,3,Chronos-2 + past & calendar covariates,100,400,0.9754059858847818,0.6356602725197894,18.0,2.418720878174224,0.29850557192857835,5.0,0.6466666666666667 monthly,job_openings__product,job_openings,product,3m,3,AutoETS,100,400,0.9994655299568806,0.6513395861213965,19.0,2.699190456298691,0.3331196245801636,14.0,0.7766666666666667 monthly,job_openings__product,job_openings,product,3m,3,AutoTheta,100,400,1.0110850819884578,0.6589119075114999,20.0,2.706987557472868,0.33408190103231034,15.0,0.7641666666666667 monthly,job_openings__product,job_openings,product,3m,3,Seasonal Naive,100,400,1.534476870826335,1.0,21.0,8.102766265123309,1.0,21.0,0.6675 monthly,job_openings__product,job_openings,product,6m,6,TiRex-2,100,200,0.9576366166136323,0.5950250893376395,1.0,2.48237471873513,0.30297161920420773,1.0,0.7141666666666667 monthly,job_openings__product,job_openings,product,6m,6,TiRex-2 + past & calendar covariates,100,200,0.9833715643780713,0.6110154340330878,2.0,2.555698702923681,0.3119207460416855,3.0,0.7125 monthly,job_openings__product,job_openings,product,6m,6,t0-gamma + past & calendar covariates,100,200,0.9923000888918012,0.616563150154493,3.0,2.53780717610887,0.30973710115994874,2.0,0.7058333333333333 monthly,job_openings__product,job_openings,product,6m,6,Toto-2.0-22M,100,200,1.0009579665490291,0.6219427005362271,4.0,2.63447488827236,0.3215353091653308,4.0,0.7325 monthly,job_openings__product,job_openings,product,6m,6,PatchTST-FM-r2,100,200,1.0198286937633845,0.6336679791563097,5.0,3.2948606439500954,0.4021348013318582,16.0,0.6541666666666667 monthly,job_openings__product,job_openings,product,6m,6,Timestral-209M,100,200,1.0210417457459138,0.6344217059371716,6.0,2.7444197023991403,0.3349539756171343,6.0,0.7375 monthly,job_openings__product,job_openings,product,6m,6,t0-beta,100,200,1.0373679299244698,0.6445659391785238,7.0,3.107011126992363,0.37920793542000586,13.0,0.71 monthly,job_openings__product,job_openings,product,6m,6,TimesFM-3.0,100,200,1.0383518552773279,0.6451772987076281,8.0,3.025716116307908,0.3692859519118743,10.0,0.705 monthly,job_openings__product,job_openings,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.0388500804994258,0.6454868696890902,9.0,3.635920109012151,0.44376080468860496,18.0,0.7133333333333333 monthly,job_openings__product,job_openings,product,6m,6,Timestral-209M + past & calendar covariates,100,200,1.0418694455219637,0.6473629445081918,10.0,3.1301474596837116,0.3820317041786229,14.0,0.7583333333333333 monthly,job_openings__product,job_openings,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.0462862284450964,0.6501073014049815,11.0,3.103913819444568,0.37882991179776765,12.0,0.6891666666666667 monthly,job_openings__product,job_openings,product,6m,6,t0-gamma,100,200,1.0474096184340338,0.6508053169329301,12.0,3.274546747747358,0.39965550842799497,15.0,0.6925 monthly,job_openings__product,job_openings,product,6m,6,t0-alpha,100,200,1.049633556660637,0.6521871553244541,13.0,3.433169560039004,0.41901528111662945,17.0,0.6716666666666667 monthly,job_openings__product,job_openings,product,6m,6,t0-alpha + past & calendar covariates,100,200,1.0650445649530444,0.6617627463439365,14.0,4.0557175258883875,0.49499670480023034,20.0,0.6141666666666666 monthly,job_openings__product,job_openings,product,6m,6,TimesFM-2.5,100,200,1.0652713118151789,0.6619036349331548,15.0,3.950470464615723,0.48215139489209874,19.0,0.6791666666666667 monthly,job_openings__product,job_openings,product,6m,6,t0-beta + past & calendar covariates,100,200,1.0688168234412898,0.6641066296134694,16.0,3.0321290172743036,0.370068640752089,11.0,0.6816666666666668 monthly,job_openings__product,job_openings,product,6m,6,Chronos-2 + past & calendar covariates,100,200,1.0725066145324795,0.6663992719744478,17.0,2.6457317560375104,0.3229091998306825,5.0,0.6475 monthly,job_openings__product,job_openings,product,6m,6,Chronos-2,100,200,1.0868269759591154,0.6752971923227349,18.0,3.010530362537509,0.36743254421563476,9.0,0.6691666666666667 monthly,job_openings__product,job_openings,product,6m,6,AutoETS,100,200,1.1214749327951958,0.696825612658894,19.0,2.822438226370602,0.3444760668458108,8.0,0.7691666666666667 monthly,job_openings__product,job_openings,product,6m,6,AutoTheta,100,200,1.1444510647542225,0.7111017741322277,20.0,2.805262022661796,0.34237972651082305,7.0,0.7616666666666667 monthly,job_openings__product,job_openings,product,6m,6,Seasonal Naive,100,200,1.6094054415077503,1.0,21.0,8.193423282535154,1.0,21.0,0.66 monthly,job_openings__service,job_openings,service,1m,1,t0-gamma + past & calendar covariates,80,960,0.5407409361183787,0.4813925929515338,1.0,3.1814759999966875,0.38035337524831386,2.0,0.7552083333333334 monthly,job_openings__service,job_openings,service,1m,1,t0-alpha + past & calendar covariates,80,960,0.5412656644034873,0.4818597303419017,2.0,3.1947024589876247,0.38193463134447536,3.0,0.678125 monthly,job_openings__service,job_openings,service,1m,1,t0-beta + past & calendar covariates,80,960,0.544642403227563,0.4848658594319435,3.0,3.281752267432471,0.39234165263168636,5.0,0.7427083333333333 monthly,job_openings__service,job_openings,service,1m,1,t0-beta,80,960,0.5478884534127786,0.48775564345075445,4.0,3.1688724348705173,0.37884658766421586,1.0,0.7572916666666667 monthly,job_openings__service,job_openings,service,1m,1,TiRex-2,80,960,0.5497499421200333,0.48941282679989734,5.0,3.330889533995195,0.3982161351635765,9.0,0.746875 monthly,job_openings__service,job_openings,service,1m,1,Toto-2.0-22M + past & calendar covariates,80,960,0.5521734913254177,0.49157038240221673,6.0,3.34113097941009,0.3994405254563151,10.0,0.7375 monthly,job_openings__service,job_openings,service,1m,1,Timestral-209M + past & calendar covariates,80,960,0.5537656001517886,0.4929877513214064,7.0,3.21309593480559,0.3841336171642391,4.0,0.778125 monthly,job_openings__service,job_openings,service,1m,1,TiRex-2 + past & calendar covariates,80,960,0.5544635061458566,0.4936090595185118,8.0,3.3654138381319316,0.40234360166230876,13.0,0.7479166666666667 monthly,job_openings__service,job_openings,service,1m,1,TimesFM-3.0 + past & calendar covariates,80,960,0.5545212679522789,0.49366048175032357,9.0,3.3124805410440175,0.3960152942319114,8.0,0.765625 monthly,job_openings__service,job_openings,service,1m,1,t0-alpha,80,960,0.554657848371708,0.49378207195713747,10.0,3.2946300711156153,0.3938812261179155,7.0,0.7270833333333333 monthly,job_openings__service,job_openings,service,1m,1,Toto-2.0-22M,80,960,0.5611352785610259,0.4995485799209726,11.0,3.345956273551658,0.4000174013822416,12.0,0.7583333333333333 monthly,job_openings__service,job_openings,service,1m,1,Timestral-209M,80,960,0.5626382284916043,0.5008865754671413,12.0,3.2914400192819135,0.39349984748040046,6.0,0.765625 monthly,job_openings__service,job_openings,service,1m,1,t0-gamma,80,960,0.5627341269487144,0.5009719487093812,13.0,3.3840356644479623,0.4045698873525348,15.0,0.7447916666666666 monthly,job_openings__service,job_openings,service,1m,1,TimesFM-2.5,80,960,0.5651008300709432,0.503078897299097,14.0,3.342995127885835,0.3996633890468983,11.0,0.790625 monthly,job_openings__service,job_openings,service,1m,1,Chronos-2,80,960,0.5666651379942497,0.5044715165684661,15.0,3.635010898058634,0.434574601267602,16.0,0.6864583333333333 monthly,job_openings__service,job_openings,service,1m,1,PatchTST-FM-r2,80,960,0.5693857874405368,0.5068935645474147,16.0,3.68175517603572,0.4401629960573627,18.0,0.6895833333333333 monthly,job_openings__service,job_openings,service,1m,1,TimesFM-3.0,80,960,0.5697344190577293,0.5072039325387673,17.0,3.380518965826873,0.4041494572784862,14.0,0.778125 monthly,job_openings__service,job_openings,service,1m,1,Chronos-2 + past & calendar covariates,80,960,0.5752392449387526,0.5121045831601813,18.0,3.6611591407281705,0.43770068876792595,17.0,0.70625 monthly,job_openings__service,job_openings,service,1m,1,AutoTheta,80,960,0.6534209880834322,0.5817055871530598,19.0,4.926461083874094,0.5889706857078064,20.0,0.8208333333333333 monthly,job_openings__service,job_openings,service,1m,1,AutoETS,80,960,0.6657839344403765,0.5927116538400237,20.0,4.8603172694736285,0.5810630280485812,19.0,0.8239583333333333 monthly,job_openings__service,job_openings,service,1m,1,Seasonal Naive,80,960,1.123284703661446,1.0,21.0,8.364526798058936,1.0,21.0,0.7177083333333333 monthly,job_openings__service,job_openings,service,3m,3,t0-alpha + past & calendar covariates,80,320,0.7110605329386142,0.621839198047381,1.0,4.31909394335471,0.5129143478895908,1.0,0.65625 monthly,job_openings__service,job_openings,service,3m,3,t0-beta + past & calendar covariates,80,320,0.7182480164589543,0.6281248218181112,2.0,4.4920349931323935,0.533451976136029,4.0,0.6989583333333333 monthly,job_openings__service,job_openings,service,3m,3,t0-alpha,80,320,0.7228937171081864,0.6321875965500285,3.0,4.5234177512349545,0.5371788380932498,7.0,0.69375 monthly,job_openings__service,job_openings,service,3m,3,t0-gamma + past & calendar covariates,80,320,0.7236495252569864,0.6328485685929925,4.0,4.480117516035205,0.5320367151868666,3.0,0.7041666666666667 monthly,job_openings__service,job_openings,service,3m,3,TiRex-2,80,320,0.7236644309901571,0.6328616040080265,5.0,4.580931748544624,0.5440089174597802,10.0,0.6958333333333333 monthly,job_openings__service,job_openings,service,3m,3,Toto-2.0-22M + past & calendar covariates,80,320,0.7244506845012502,0.6335492012380113,6.0,4.514146921679725,0.5360778799853503,6.0,0.6947916666666667 monthly,job_openings__service,job_openings,service,3m,3,TiRex-2 + past & calendar covariates,80,320,0.724969894702736,0.6340032627986715,7.0,4.603024099693423,0.5466324963935675,11.0,0.6854166666666667 monthly,job_openings__service,job_openings,service,3m,3,TimesFM-2.5,80,320,0.7265550733542167,0.6353895388971702,8.0,4.505152233546594,0.535009715074195,5.0,0.71875 monthly,job_openings__service,job_openings,service,3m,3,t0-beta,80,320,0.7288806306626862,0.637423293584321,9.0,4.413738623109964,0.5241538844300208,2.0,0.6947916666666667 monthly,job_openings__service,job_openings,service,3m,3,Timestral-209M + past & calendar covariates,80,320,0.729518502737825,0.6379811277507342,10.0,4.538804539672841,0.5390060973891206,8.0,0.7354166666666667 monthly,job_openings__service,job_openings,service,3m,3,TimesFM-3.0,80,320,0.7325617779920075,0.6406425437003405,11.0,4.627957703021956,0.5495934884579955,12.0,0.7270833333333333 monthly,job_openings__service,job_openings,service,3m,3,Toto-2.0-22M,80,320,0.7349447156244082,0.6427264788334086,12.0,4.578832651069482,0.543759638970648,9.0,0.725 monthly,job_openings__service,job_openings,service,3m,3,TimesFM-3.0 + past & calendar covariates,80,320,0.7353083146726456,0.6430444547722958,13.0,4.639393251681071,0.5509515179568153,13.0,0.7083333333333333 monthly,job_openings__service,job_openings,service,3m,3,t0-gamma,80,320,0.7422956282189828,0.6491550251821078,14.0,4.683744631681774,0.5562184696483997,15.0,0.6947916666666667 monthly,job_openings__service,job_openings,service,3m,3,Chronos-2 + past & calendar covariates,80,320,0.7423979291292852,0.64924448973973,15.0,4.786293372684034,0.5683966536165906,17.0,0.6614583333333333 monthly,job_openings__service,job_openings,service,3m,3,PatchTST-FM-r2,80,320,0.7425556282244077,0.6493824013158915,16.0,5.089535832462616,0.6044082362655566,18.0,0.6354166666666667 monthly,job_openings__service,job_openings,service,3m,3,Chronos-2,80,320,0.7428255103096645,0.6496184195614407,17.0,4.76185895690178,0.5654949426092853,16.0,0.6458333333333333 monthly,job_openings__service,job_openings,service,3m,3,Timestral-209M,80,320,0.74312261433973,0.6498782440394343,18.0,4.668955020864855,0.5544621282288359,14.0,0.7145833333333333 monthly,job_openings__service,job_openings,service,3m,3,AutoTheta,80,320,0.828002476757909,0.7241076846165406,19.0,6.147407761701298,0.7300359021261231,19.0,0.778125 monthly,job_openings__service,job_openings,service,3m,3,AutoETS,80,320,0.8398230471320769,0.7344450520577592,20.0,6.208932250378385,0.7373422477168693,20.0,0.7875 monthly,job_openings__service,job_openings,service,3m,3,Seasonal Naive,80,320,1.143479753562327,1.0,21.0,8.420692384851032,1.0,21.0,0.7125 monthly,job_openings__service,job_openings,service,6m,6,TimesFM-2.5,80,160,0.7967966153519926,0.6829404048236295,1.0,5.201753107032268,0.6143157572962934,2.0,0.7104166666666667 monthly,job_openings__service,job_openings,service,6m,6,t0-alpha + past & calendar covariates,80,160,0.8062068868414975,0.6910060196828288,2.0,5.1647944270176644,0.6099510173644523,1.0,0.6291666666666667 monthly,job_openings__service,job_openings,service,6m,6,t0-alpha,80,160,0.8189535702599929,0.701931298438111,3.0,5.528273801666587,0.6528771429810579,9.0,0.6770833333333333 monthly,job_openings__service,job_openings,service,6m,6,Toto-2.0-22M + past & calendar covariates,80,160,0.8209246763284821,0.7036207483559794,4.0,5.482855706278635,0.6475133644454167,8.0,0.6864583333333333 monthly,job_openings__service,job_openings,service,6m,6,t0-beta + past & calendar covariates,80,160,0.8219953737776533,0.7045384512368552,5.0,5.374223773581649,0.6346841688592035,4.0,0.6854166666666667 monthly,job_openings__service,job_openings,service,6m,6,TiRex-2,80,160,0.8243318568538159,0.7065410685511785,6.0,5.474492637663785,0.6465257041847813,7.0,0.678125 monthly,job_openings__service,job_openings,service,6m,6,t0-beta,80,160,0.8244368578175127,0.7066310656712369,7.0,5.365851341279048,0.6336954027673583,3.0,0.7 monthly,job_openings__service,job_openings,service,6m,6,Timestral-209M + past & calendar covariates,80,160,0.8250351244354484,0.7071438445138841,8.0,5.469838344850767,0.6459760423005518,6.0,0.7520833333333333 monthly,job_openings__service,job_openings,service,6m,6,PatchTST-FM-r2,80,160,0.8253231975688358,0.7073907541750748,9.0,6.688508071914151,0.7898982932937622,18.0,0.63125 monthly,job_openings__service,job_openings,service,6m,6,TimesFM-3.0,80,160,0.8361378948993667,0.7166601130436426,10.0,5.609917389238362,0.6625190735562974,12.0,0.7177083333333333 monthly,job_openings__service,job_openings,service,6m,6,t0-gamma + past & calendar covariates,80,160,0.836154753132605,0.7166745623628422,11.0,5.390636044782852,0.6366224224834074,5.0,0.69375 monthly,job_openings__service,job_openings,service,6m,6,TiRex-2 + past & calendar covariates,80,160,0.8368647664589604,0.7172831201543648,12.0,5.573507118986637,0.6582190996277362,10.0,0.6802083333333333 monthly,job_openings__service,job_openings,service,6m,6,Toto-2.0-22M,80,160,0.8379077382750862,0.7181770591854812,13.0,5.7081116399409,0.6741156015423954,15.0,0.7072916666666667 monthly,job_openings__service,job_openings,service,6m,6,t0-gamma,80,160,0.8380992851560096,0.7183412354657015,14.0,5.599599830807669,0.6613005922884666,11.0,0.6958333333333333 monthly,job_openings__service,job_openings,service,6m,6,Chronos-2,80,160,0.8413355127628188,0.7211150306215949,15.0,5.939708549146373,0.7014666940949621,17.0,0.6552083333333333 monthly,job_openings__service,job_openings,service,6m,6,Timestral-209M,80,160,0.8434804129403087,0.7229534407846127,16.0,5.620638213490652,0.6637851796428171,13.0,0.728125 monthly,job_openings__service,job_openings,service,6m,6,Chronos-2 + past & calendar covariates,80,160,0.8437028581040475,0.7231441002167034,17.0,5.824471801271681,0.6878574841646984,16.0,0.665625 monthly,job_openings__service,job_openings,service,6m,6,TimesFM-3.0 + past & calendar covariates,80,160,0.8490095545818329,0.7276925098999121,18.0,5.683655130848323,0.6712273408743297,14.0,0.709375 monthly,job_openings__service,job_openings,service,6m,6,AutoTheta,80,160,0.9555476668672707,0.8190071316383842,19.0,7.209395727969221,0.8514139954640876,19.0,0.7770833333333333 monthly,job_openings__service,job_openings,service,6m,6,AutoETS,80,160,0.9786688524523541,0.8388244746582258,20.0,7.342847829894109,0.8671743991914268,20.0,0.7833333333333333 monthly,job_openings__service,job_openings,service,6m,6,Seasonal Naive,80,160,1.166714708522432,1.0,21.0,8.467556049556753,1.0,21.0,0.7104166666666667 monthly,rx_claims,rx_claims,original,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.13925841602337435,0.2294197751493193,1.0,0.44947811749924577,0.1845017776314693,2.0,0.8866666666666667 monthly,rx_claims,rx_claims,original,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.1399487297392907,0.23055702503345873,2.0,0.4520989418222649,0.18557757359935118,3.0,0.8941666666666667 monthly,rx_claims,rx_claims,original,1m,1,Timestral-209M,100,1200,0.14042030971100763,0.23133392437042993,3.0,0.44416829552172155,0.18232220190660323,1.0,0.8975 monthly,rx_claims,rx_claims,original,1m,1,t0-gamma + past & calendar covariates,100,1200,0.14249494245516955,0.23475175570353338,4.0,0.4640518086646677,0.19048398637976705,5.0,0.905 monthly,rx_claims,rx_claims,original,1m,1,t0-beta + past & calendar covariates,100,1200,0.14400424197174816,0.23723823490970444,5.0,0.49125682307850976,0.20165110069396283,11.0,0.9075 monthly,rx_claims,rx_claims,original,1m,1,t0-gamma,100,1200,0.14561125579437528,0.23988569249522718,6.0,0.4777047121619607,0.19608823020613236,8.0,0.9083333333333333 monthly,rx_claims,rx_claims,original,1m,1,TimesFM-3.0,100,1200,0.14585876225781758,0.24029344434831018,7.0,0.4599805170247901,0.18881280258778896,4.0,0.9008333333333334 monthly,rx_claims,rx_claims,original,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.1474536939182662,0.24292099730609507,8.0,0.48808103976617695,0.2003475051601964,9.0,0.8516666666666667 monthly,rx_claims,rx_claims,original,1m,1,AutoTheta,100,1200,0.14840831343780986,0.24449367493507293,9.0,0.5719263034961788,0.23476430900869666,20.0,0.9791666666666666 monthly,rx_claims,rx_claims,original,1m,1,Toto-2.0-22M,100,1200,0.14875160110781108,0.24505922050360787,10.0,0.47030972110258445,0.19305273427673147,6.0,0.8633333333333333 monthly,rx_claims,rx_claims,original,1m,1,TimesFM-2.5,100,1200,0.1502690777469921,0.247559171022195,11.0,0.526529689671521,0.21612990696995282,16.0,0.9358333333333333 monthly,rx_claims,rx_claims,original,1m,1,TiRex-2,100,1200,0.15175896060372204,0.2500136624615665,12.0,0.513604458676386,0.21082435815220915,13.0,0.8858333333333334 monthly,rx_claims,rx_claims,original,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.15190454608719609,0.2502535056957306,13.0,0.5172551941121047,0.21232291203354117,14.0,0.8941666666666667 monthly,rx_claims,rx_claims,original,1m,1,t0-beta,100,1200,0.1527931241720363,0.25171738407556543,14.0,0.48910879655776707,0.20076937876791773,10.0,0.88 monthly,rx_claims,rx_claims,original,1m,1,PatchTST-FM-r2,100,1200,0.1544866665921165,0.25450739226548635,15.0,0.5308038506488973,0.2178843645675695,17.0,0.8558333333333333 monthly,rx_claims,rx_claims,original,1m,1,t0-alpha + past & calendar covariates,100,1200,0.15680097492046086,0.25832007455411615,16.0,0.4758680281489742,0.19533430815264358,7.0,0.9166666666666666 monthly,rx_claims,rx_claims,original,1m,1,AutoETS,100,1200,0.15803879325291711,0.2603593050122606,17.0,0.5240997736300101,0.21513247503344762,15.0,0.8583333333333333 monthly,rx_claims,rx_claims,original,1m,1,t0-alpha,100,1200,0.15982339042696309,0.2632993203742982,18.0,0.5063568029656151,0.2078493404366908,12.0,0.8908333333333334 monthly,rx_claims,rx_claims,original,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.16201334488392147,0.2669071372190504,19.0,0.5527132353896791,0.22687772881403429,18.0,0.8575 monthly,rx_claims,rx_claims,original,1m,1,Chronos-2,100,1200,0.16519926364660106,0.27215574471473863,20.0,0.5563431700126329,0.22836774437774437,19.0,0.8291666666666667 monthly,rx_claims,rx_claims,original,1m,1,Seasonal Naive,100,1200,0.6070026698122999,1.0,21.0,2.4361722866272326,1.0,21.0,0.8908333333333334 monthly,rx_claims,rx_claims,original,3m,3,Timestral-209M + past & calendar covariates,100,400,0.16142706321290223,0.26397233154304667,1.0,0.5602115684738045,0.22795301053888362,2.0,0.8908333333333333 monthly,rx_claims,rx_claims,original,3m,3,Timestral-209M,100,400,0.16595924493378894,0.2713835459455622,2.0,0.551425533566312,0.22437792708725315,1.0,0.91 monthly,rx_claims,rx_claims,original,3m,3,AutoTheta,100,400,0.1683159949277316,0.2752374027796211,3.0,0.6549033119681921,0.26648357509242643,18.0,0.9791666666666667 monthly,rx_claims,rx_claims,original,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.16868581107911473,0.2758421417235126,4.0,0.5999994780886194,0.24414291858461537,11.0,0.8966666666666667 monthly,rx_claims,rx_claims,original,3m,3,t0-gamma,100,400,0.17070588538641793,0.279145452297191,5.0,0.5821418196364526,0.23687654417461085,7.0,0.9125 monthly,rx_claims,rx_claims,original,3m,3,t0-gamma + past & calendar covariates,100,400,0.1712547840197574,0.2800430344568337,6.0,0.5927830044258505,0.241206497793834,9.0,0.9008333333333333 monthly,rx_claims,rx_claims,original,3m,3,t0-beta + past & calendar covariates,100,400,0.17249023206135847,0.2820632911198172,7.0,0.6113262684663303,0.24875184869538797,12.0,0.8966666666666667 monthly,rx_claims,rx_claims,original,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.1741276355149884,0.28474084219910106,8.0,0.5928236937712631,0.24122305450080975,10.0,0.8491666666666667 monthly,rx_claims,rx_claims,original,3m,3,TimesFM-3.0,100,400,0.17504998438952438,0.2862491059193315,9.0,0.5713344004748174,0.23247894892187096,5.0,0.9058333333333333 monthly,rx_claims,rx_claims,original,3m,3,Toto-2.0-22M,100,400,0.17699302578509596,0.2894264490318505,10.0,0.5796784560179367,0.23587418866377685,6.0,0.8958333333333333 monthly,rx_claims,rx_claims,original,3m,3,TiRex-2 + past & calendar covariates,100,400,0.17813382982898618,0.29129193984426943,11.0,0.6236054678229781,0.25374831898960304,15.0,0.9058333333333333 monthly,rx_claims,rx_claims,original,3m,3,t0-beta,100,400,0.17871062608787533,0.29223514137599443,12.0,0.5627372922766278,0.22898074073412364,3.0,0.8875 monthly,rx_claims,rx_claims,original,3m,3,TiRex-2,100,400,0.17956392063595356,0.2936304845536877,13.0,0.6173605498700706,0.2512072292869898,13.0,0.8966666666666667 monthly,rx_claims,rx_claims,original,3m,3,TimesFM-2.5,100,400,0.18039637159075295,0.29499174340991685,14.0,0.685544931060596,0.2789518097969117,20.0,0.9233333333333333 monthly,rx_claims,rx_claims,original,3m,3,AutoETS,100,400,0.18336202931004653,0.29984131179788953,15.0,0.6380594612882511,0.25962972435524817,17.0,0.8683333333333333 monthly,rx_claims,rx_claims,original,3m,3,Chronos-2 + past & calendar covariates,100,400,0.1865143941630882,0.3049961915533013,16.0,0.5876158835802693,0.2391039693584121,8.0,0.8366666666666667 monthly,rx_claims,rx_claims,original,3m,3,PatchTST-FM-r2,100,400,0.19072997680799528,0.3118896898146237,17.0,0.6756771137177037,0.27493654342730034,19.0,0.8541666666666667 monthly,rx_claims,rx_claims,original,3m,3,t0-alpha + past & calendar covariates,100,400,0.1919395188664857,0.3138675839231103,18.0,0.6196807524713551,0.2521513318328616,14.0,0.9075 monthly,rx_claims,rx_claims,original,3m,3,Chronos-2,100,400,0.19219636556787928,0.31428759046517685,19.0,0.5633876229484007,0.2292453636780594,4.0,0.8358333333333333 monthly,rx_claims,rx_claims,original,3m,3,t0-alpha,100,400,0.19538968202307902,0.31950943600493065,20.0,0.6253854390209759,0.25447259855841214,16.0,0.89 monthly,rx_claims,rx_claims,original,3m,3,Seasonal Naive,100,400,0.6115302398144629,1.0,21.0,2.4575747745092626,1.0,21.0,0.885 monthly,rx_claims,rx_claims,original,6m,6,Timestral-209M + past & calendar covariates,100,200,0.21319932045520182,0.34751768912879627,1.0,0.8505189531913856,0.3444755833405798,12.0,0.89 monthly,rx_claims,rx_claims,original,6m,6,AutoTheta,100,200,0.21619168986006065,0.3523952905131532,2.0,0.8483406385121794,0.3435933264349538,10.0,0.9791666666666667 monthly,rx_claims,rx_claims,original,6m,6,Timestral-209M,100,200,0.21838184527192425,0.3559652725653413,3.0,0.7949708972594953,0.32197761442551526,4.0,0.9141666666666667 monthly,rx_claims,rx_claims,original,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.22259160681054938,0.36282723909770503,4.0,0.8096399848929997,0.3279188606501463,5.0,0.8425 monthly,rx_claims,rx_claims,original,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.22381017633526806,0.36481352340840945,5.0,0.8911493268833351,0.36093162071207224,17.0,0.8833333333333333 monthly,rx_claims,rx_claims,original,6m,6,t0-beta + past & calendar covariates,100,200,0.2247096911110307,0.3662797442928983,6.0,0.8423162883625144,0.34115335549219367,8.0,0.885 monthly,rx_claims,rx_claims,original,6m,6,Toto-2.0-22M,100,200,0.22715147036369132,0.37025987650643205,7.0,0.794943464145882,0.32196650351754624,3.0,0.9125 monthly,rx_claims,rx_claims,original,6m,6,t0-gamma + past & calendar covariates,100,200,0.23000079986896857,0.37490432097804804,8.0,0.8667077346946425,0.3510323331119782,14.0,0.8858333333333333 monthly,rx_claims,rx_claims,original,6m,6,t0-gamma,100,200,0.23027277002650964,0.3753476359025931,9.0,0.850460275211717,0.34445181769585226,11.0,0.91 monthly,rx_claims,rx_claims,original,6m,6,TiRex-2 + past & calendar covariates,100,200,0.23132005682666146,0.37705472712533616,10.0,0.8797933240050266,0.35633223383039936,16.0,0.8983333333333333 monthly,rx_claims,rx_claims,original,6m,6,t0-beta,100,200,0.2322901721357428,0.3786360278052849,11.0,0.7833193643685742,0.3172585325351569,2.0,0.8775 monthly,rx_claims,rx_claims,original,6m,6,AutoETS,100,200,0.23257159690686038,0.379094753873987,12.0,0.8474221123708099,0.3432213067084391,9.0,0.8733333333333333 monthly,rx_claims,rx_claims,original,6m,6,TimesFM-3.0,100,200,0.2344032310182538,0.38208034150326214,13.0,0.8255415177474826,0.33435926951523226,7.0,0.9025 monthly,rx_claims,rx_claims,original,6m,6,TimesFM-2.5,100,200,0.23593570858604265,0.38457830004207283,14.0,0.9650939541992135,0.3908805342947272,20.0,0.905 monthly,rx_claims,rx_claims,original,6m,6,TiRex-2,100,200,0.2366885675934023,0.3858054701002081,15.0,0.8927936546502273,0.3615976032449457,18.0,0.8833333333333333 monthly,rx_claims,rx_claims,original,6m,6,Chronos-2 + past & calendar covariates,100,200,0.24231903978768568,0.3949832136384313,16.0,0.8172456093843975,0.33099927634636667,6.0,0.8183333333333332 monthly,rx_claims,rx_claims,original,6m,6,t0-alpha + past & calendar covariates,100,200,0.24866984098339454,0.4053351028983827,17.0,0.8510203636078267,0.344678663642375,13.0,0.8916666666666667 monthly,rx_claims,rx_claims,original,6m,6,Chronos-2,100,200,0.249366876177484,0.40647127940858085,18.0,0.7750083846641543,0.3138924352000308,1.0,0.795 monthly,rx_claims,rx_claims,original,6m,6,t0-alpha,100,200,0.25071919300005374,0.4086755735693035,19.0,0.8731491492119159,0.353641222678813,15.0,0.885 monthly,rx_claims,rx_claims,original,6m,6,PatchTST-FM-r2,100,200,0.25638505937868666,0.4179110100923237,20.0,0.9221728871133308,0.3734967246023845,19.0,0.8283333333333333 monthly,rx_claims,rx_claims,original,6m,6,Seasonal Naive,100,200,0.6134919951547743,1.0,21.0,2.4690253658718255,1.0,21.0,0.8875 monthly,rx_claims__company,rx_claims,company,1m,1,Timestral-209M,100,1200,0.1938387510063441,0.25716918650063164,1.0,0.4422222217754357,0.18707411164314147,2.0,0.8816666666666667 monthly,rx_claims__company,rx_claims,company,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.197746330573606,0.26235343915022874,2.0,0.4631837924700671,0.19594152495538877,6.0,0.8733333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.19933113450364162,0.2644560256316951,3.0,0.44218859999269405,0.18705988855613107,1.0,0.8708333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,t0-gamma + past & calendar covariates,100,1200,0.199920603155477,0.2652380837747295,4.0,0.45552364327834466,0.19270103740290415,5.0,0.8783333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,t0-gamma,100,1200,0.20011534531397218,0.26549645152739804,5.0,0.4743579536287465,0.20066855170615838,9.0,0.89 monthly,rx_claims__company,rx_claims,company,1m,1,t0-beta + past & calendar covariates,100,1200,0.20433248105433743,0.2710913976466958,6.0,0.46489145612612187,0.19666392117545922,7.0,0.8733333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.204609985094502,0.27145956700338664,7.0,0.4504433463489867,0.190551909683525,3.0,0.8408333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,TimesFM-3.0,100,1200,0.20494737302112592,0.27190718533653496,8.0,0.45397623389589203,0.1920464338544701,4.0,0.885 monthly,rx_claims__company,rx_claims,company,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.20498010117624443,0.2719506063397337,9.0,0.5101170250644703,0.21579578003757113,17.0,0.8658333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,TiRex-2,100,1200,0.20522538175766594,0.2722760242825397,10.0,0.5011971219431272,0.21202237637262478,13.0,0.8708333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,AutoTheta,100,1200,0.205373533997064,0.2724725803926387,11.0,0.7582883871968387,0.3207801856601292,20.0,0.9633333333333334 monthly,rx_claims__company,rx_claims,company,1m,1,Toto-2.0-22M,100,1200,0.20641825981168138,0.2738586360005422,12.0,0.48350811568162955,0.2045393622469799,10.0,0.8633333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,t0-beta,100,1200,0.20804518427399923,0.2760171045126436,13.0,0.5030535847836693,0.21280771939609067,14.0,0.8533333333333334 monthly,rx_claims__company,rx_claims,company,1m,1,PatchTST-FM-r2,100,1200,0.2100676538274348,0.27870034946278416,14.0,0.5094989763270212,0.21553432569896677,16.0,0.8583333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,t0-alpha + past & calendar covariates,100,1200,0.2115962959020457,0.2807284250500307,15.0,0.4697134231387785,0.1987037670964617,8.0,0.8891666666666667 monthly,rx_claims__company,rx_claims,company,1m,1,t0-alpha,100,1200,0.21227664748184197,0.2816310591281098,16.0,0.4944232875589528,0.20915682826708276,12.0,0.8975 monthly,rx_claims__company,rx_claims,company,1m,1,TimesFM-2.5,100,1200,0.21250566532205478,0.28193490101398605,17.0,0.5131521261678832,0.21707972465796702,18.0,0.9283333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.21790977921364363,0.2891046313493367,18.0,0.49280988765312045,0.20847430862142372,11.0,0.8291666666666667 monthly,rx_claims__company,rx_claims,company,1m,1,Chronos-2,100,1200,0.22139231958520877,0.2937249772278639,19.0,0.5056697981244006,0.21391446112567017,15.0,0.8083333333333333 monthly,rx_claims__company,rx_claims,company,1m,1,AutoETS,100,1200,0.24054799317999473,0.3191391370368151,20.0,0.7295652298533586,0.30862937351404407,19.0,0.895 monthly,rx_claims__company,rx_claims,company,1m,1,Seasonal Naive,100,1200,0.7537401880993546,1.0,21.0,2.3638878618277723,1.0,21.0,0.8525 monthly,rx_claims__company,rx_claims,company,3m,3,Timestral-209M,100,400,0.2506002246650682,0.32552704420358597,1.0,0.5656915288572177,0.23728931877895332,1.0,0.9066666666666667 monthly,rx_claims__company,rx_claims,company,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.25178941130361576,0.32707178508308904,2.0,0.5884140766523994,0.2468206934101647,3.0,0.8491666666666667 monthly,rx_claims__company,rx_claims,company,3m,3,t0-gamma,100,400,0.2518529861735257,0.32715436816742216,3.0,0.605142965385864,0.2538379217209932,6.0,0.9133333333333333 monthly,rx_claims__company,rx_claims,company,3m,3,Toto-2.0-22M,100,400,0.25285566739183596,0.3284568404765002,4.0,0.663928232823355,0.278496442050368,16.0,0.8775 monthly,rx_claims__company,rx_claims,company,3m,3,TiRex-2 + past & calendar covariates,100,400,0.25419534640572333,0.3301970693615907,5.0,0.6298971990216513,0.2642215229182698,12.0,0.875 monthly,rx_claims__company,rx_claims,company,3m,3,t0-gamma + past & calendar covariates,100,400,0.25457724989015984,0.3306931579529949,6.0,0.6139474813534223,0.25753113169417563,9.0,0.8708333333333332 monthly,rx_claims__company,rx_claims,company,3m,3,Timestral-209M + past & calendar covariates,100,400,0.25472941662192256,0.33089082092988586,7.0,0.6133527123739119,0.2572816453243444,8.0,0.8883333333333333 monthly,rx_claims__company,rx_claims,company,3m,3,TiRex-2,100,400,0.2576320807769616,0.33466135100011396,8.0,0.6278778901561153,0.26337448809334435,11.0,0.8816666666666667 monthly,rx_claims__company,rx_claims,company,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.25781087829348487,0.33489360708504984,9.0,0.700366136433208,0.2937809653006667,18.0,0.8875 monthly,rx_claims__company,rx_claims,company,3m,3,t0-beta + past & calendar covariates,100,400,0.259283647920004,0.33680671926982286,10.0,0.5973299382799399,0.25056060929011503,5.0,0.8575 monthly,rx_claims__company,rx_claims,company,3m,3,TimesFM-3.0,100,400,0.26097668749890734,0.33900595979555137,11.0,0.5791045007743975,0.2429156271231112,2.0,0.8933333333333333 monthly,rx_claims__company,rx_claims,company,3m,3,AutoTheta,100,400,0.2612690679771757,0.33938575894776973,12.0,0.913478314040153,0.38317463812092056,19.0,0.9583333333333333 monthly,rx_claims__company,rx_claims,company,3m,3,t0-beta,100,400,0.261657001546577,0.3398896805558343,13.0,0.6709391963524984,0.28143731472557904,17.0,0.8708333333333332 monthly,rx_claims__company,rx_claims,company,3m,3,t0-alpha + past & calendar covariates,100,400,0.26234203810111395,0.34077953580264364,14.0,0.5921277347665159,0.2483784530001957,4.0,0.88 monthly,rx_claims__company,rx_claims,company,3m,3,TimesFM-2.5,100,400,0.26873702764606255,0.34908655965731994,15.0,0.6314685727827385,0.26488066343972805,13.0,0.915 monthly,rx_claims__company,rx_claims,company,3m,3,Chronos-2 + past & calendar covariates,100,400,0.26958162891201115,0.35018368777842324,16.0,0.6251275516369189,0.2622208099483843,10.0,0.8041666666666667 monthly,rx_claims__company,rx_claims,company,3m,3,Chronos-2,100,400,0.27018233565599703,0.35096399949228635,17.0,0.6385400288389619,0.26784691077552664,14.0,0.8025 monthly,rx_claims__company,rx_claims,company,3m,3,t0-alpha,100,400,0.2710354459728782,0.35207218078065144,18.0,0.6125752102404167,0.2569555083005517,7.0,0.8991666666666667 monthly,rx_claims__company,rx_claims,company,3m,3,PatchTST-FM-r2,100,400,0.27248342091811784,0.35395308493640265,19.0,0.6499857193043991,0.27264800811383216,15.0,0.86 monthly,rx_claims__company,rx_claims,company,3m,3,AutoETS,100,400,0.27583986206271155,0.35831306652182693,20.0,0.9231044708549816,0.3872124998821961,20.0,0.895 monthly,rx_claims__company,rx_claims,company,3m,3,Seasonal Naive,100,400,0.7698292019889499,1.0,21.0,2.383973841587818,1.0,21.0,0.8475 monthly,rx_claims__company,rx_claims,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,0.31388124938070494,0.40479989474318734,1.0,0.8084997045053872,0.3392705317156076,4.0,0.815 monthly,rx_claims__company,rx_claims,company,6m,6,AutoTheta,100,200,0.31634965768746637,0.40798330064822846,2.0,1.1898670581827941,0.4993036203365397,19.0,0.9641666666666667 monthly,rx_claims__company,rx_claims,company,6m,6,Timestral-209M,100,200,0.322053329001333,0.4153390938090444,3.0,0.8238178521718207,0.3456984822451238,5.0,0.8975 monthly,rx_claims__company,rx_claims,company,6m,6,Timestral-209M + past & calendar covariates,100,200,0.32379117896555243,0.41758032830133557,4.0,0.928088983869856,0.3894537515379215,14.0,0.8883333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,Toto-2.0-22M,100,200,0.3241936959718885,0.4180994381306697,5.0,0.9790548724297605,0.410840554791802,17.0,0.8766666666666667 monthly,rx_claims__company,rx_claims,company,6m,6,t0-gamma,100,200,0.32586508344931786,0.42025495865403123,6.0,0.8819053639211311,0.37007373048257547,10.0,0.89 monthly,rx_claims__company,rx_claims,company,6m,6,TiRex-2 + past & calendar covariates,100,200,0.3282959941743981,0.42339000545145566,7.0,0.8987330511301446,0.37713512871826016,11.0,0.8608333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,t0-alpha + past & calendar covariates,100,200,0.32857390343608395,0.4237484137351635,8.0,0.7863112756465864,0.3299596067827846,1.0,0.8691666666666668 monthly,rx_claims__company,rx_claims,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,0.32879706116185303,0.4240362111874824,9.0,1.1110140289424721,0.46621454311279886,18.0,0.8658333333333332 monthly,rx_claims__company,rx_claims,company,6m,6,TimesFM-3.0,100,200,0.33078493592525765,0.42659989250510333,10.0,0.798765940369913,0.3351859546707008,2.0,0.8833333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,t0-beta + past & calendar covariates,100,200,0.33172740351308827,0.4278153546619076,11.0,0.8360592350541034,0.35083533072665435,7.0,0.8316666666666667 monthly,rx_claims__company,rx_claims,company,6m,6,t0-gamma + past & calendar covariates,100,200,0.33174741800634167,0.42784116654069393,12.0,0.9159914547171086,0.3843772683614575,13.0,0.8483333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,t0-beta,100,200,0.33225544888918823,0.42849635332967334,13.0,0.965126349169406,0.4049957320092821,16.0,0.8625 monthly,rx_claims__company,rx_claims,company,6m,6,TiRex-2,100,200,0.332684279786911,0.42904939911562995,14.0,0.9042194536470286,0.3794373864540843,12.0,0.8583333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,TimesFM-2.5,100,200,0.33993498732369754,0.43840034203909484,15.0,0.828320105788313,0.34758776182045814,6.0,0.8983333333333333 monthly,rx_claims__company,rx_claims,company,6m,6,Chronos-2 + past & calendar covariates,100,200,0.3406297015863162,0.4392962867982657,16.0,0.87265069117823,0.36619019444064355,9.0,0.78 monthly,rx_claims__company,rx_claims,company,6m,6,t0-alpha,100,200,0.34138515163353667,0.4402705600312222,17.0,0.8000604809514096,0.33572918241582467,3.0,0.8758333333333332 monthly,rx_claims__company,rx_claims,company,6m,6,Chronos-2,100,200,0.34217948165497947,0.441294975187291,18.0,0.867489585909574,0.3640244411089112,8.0,0.7666666666666667 monthly,rx_claims__company,rx_claims,company,6m,6,AutoETS,100,200,0.3464330421799756,0.44678061937979835,19.0,1.3184752128301345,0.5532714285707547,20.0,0.9075 monthly,rx_claims__company,rx_claims,company,6m,6,PatchTST-FM-r2,100,200,0.3578001415419245,0.46144030559657917,20.0,0.9592078267490473,0.40251214390487544,15.0,0.8341666666666667 monthly,rx_claims__company,rx_claims,company,6m,6,Seasonal Naive,100,200,0.7753985449522834,1.0,21.0,2.383053135847087,1.0,21.0,0.8425 monthly,tts_revenue,tts_revenue,original,1m,1,Timestral-209M,93,1116,0.6854548402986443,0.42615262151014693,1.0,2.213798004255009,0.31242700100006615,12.0,0.7956989247311828 monthly,tts_revenue,tts_revenue,original,1m,1,Timestral-209M + past & calendar covariates,93,1116,0.6951751654649627,0.4321958234952009,2.0,2.1378379447904523,0.30170697436318045,7.0,0.7876344086021505 monthly,tts_revenue,tts_revenue,original,1m,1,t0-beta + past & calendar covariates,93,1116,0.6988668730430296,0.43449098689583665,3.0,2.085145460010436,0.294270634207746,6.0,0.7616487455197133 monthly,tts_revenue,tts_revenue,original,1m,1,t0-gamma + past & calendar covariates,93,1116,0.7001555542726566,0.435292170069417,4.0,2.0592557751855107,0.29061689679758407,5.0,0.7840501792114696 monthly,tts_revenue,tts_revenue,original,1m,1,TiRex-2 + past & calendar covariates,93,1116,0.7030180059821926,0.4370717786274855,5.0,1.9400849773862656,0.27379866184948054,1.0,0.767921146953405 monthly,tts_revenue,tts_revenue,original,1m,1,TimesFM-3.0 + past & calendar covariates,93,1116,0.7033212590503836,0.437260313425685,6.0,2.3895560463425154,0.3372312324093911,15.0,0.7804659498207885 monthly,tts_revenue,tts_revenue,original,1m,1,Toto-2.0-22M + past & calendar covariates,93,1116,0.7036712689683028,0.43747791732211505,7.0,2.1814689412326396,0.3078644925029912,11.0,0.7410394265232975 monthly,tts_revenue,tts_revenue,original,1m,1,t0-gamma,93,1116,0.704670474049067,0.4380991309157173,8.0,2.169201818859278,0.30613326849490924,9.0,0.7777777777777778 monthly,tts_revenue,tts_revenue,original,1m,1,TiRex-2,93,1116,0.7062931827204666,0.4391079815556265,9.0,1.9572753452097116,0.27622468945219975,2.0,0.7616487455197133 monthly,tts_revenue,tts_revenue,original,1m,1,TimesFM-3.0,93,1116,0.7086969560553035,0.44060242618995227,10.0,2.564217977965265,0.36188077287373804,18.0,0.7885304659498208 monthly,tts_revenue,tts_revenue,original,1m,1,t0-beta,93,1116,0.7120239237111478,0.44267082793557244,11.0,2.0575372963103753,0.2903743727731661,4.0,0.764336917562724 monthly,tts_revenue,tts_revenue,original,1m,1,t0-alpha,93,1116,0.7169324857113298,0.44572251922323086,12.0,2.360466118902647,0.33312585388258825,14.0,0.7786738351254481 monthly,tts_revenue,tts_revenue,original,1m,1,Toto-2.0-22M,93,1116,0.7171392841443646,0.44585108742230223,13.0,2.532526822783687,0.35740829049161565,17.0,0.7437275985663082 monthly,tts_revenue,tts_revenue,original,1m,1,t0-alpha + past & calendar covariates,93,1116,0.7235863074613945,0.44985925211232375,14.0,2.394116105766048,0.337874780595512,16.0,0.7634408602150538 monthly,tts_revenue,tts_revenue,original,1m,1,PatchTST-FM-r2,93,1116,0.7268176553659655,0.4518682063126388,15.0,1.9952583255903868,0.28158511918723883,3.0,0.6827956989247311 monthly,tts_revenue,tts_revenue,original,1m,1,Chronos-2,93,1116,0.7333754786304605,0.45594525619435994,16.0,2.1749120958712043,0.30693914361011254,10.0,0.7948028673835126 monthly,tts_revenue,tts_revenue,original,1m,1,Chronos-2 + past & calendar covariates,93,1116,0.7448741573716571,0.4630940744700161,17.0,2.2694300924823794,0.3202781990094787,13.0,0.78584229390681 monthly,tts_revenue,tts_revenue,original,1m,1,TimesFM-2.5,93,1116,0.7463545764082814,0.464014462533971,18.0,2.147123662560978,0.3030174412393825,8.0,0.753584229390681 monthly,tts_revenue,tts_revenue,original,1m,1,AutoTheta,93,1116,0.749537865801067,0.46599353838260016,19.0,2.8266806745129425,0.39892138497979884,19.0,0.7383512544802867 monthly,tts_revenue,tts_revenue,original,1m,1,AutoETS,93,1116,0.7846535098581622,0.48782520823327685,20.0,3.2667900434997565,0.46103276551239364,20.0,0.7876344086021505 monthly,tts_revenue,tts_revenue,original,1m,1,Seasonal Naive,93,1116,1.6084726590901033,1.0,21.0,7.085808835884003,1.0,21.0,0.557347670250896 monthly,tts_revenue,tts_revenue,original,3m,3,Timestral-209M,93,372,1.014922952596868,0.5795256547062774,1.0,3.71808332977397,0.5096587571554507,14.0,0.7688172043010753 monthly,tts_revenue,tts_revenue,original,3m,3,Timestral-209M 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monthly,tts_revenue__company,tts_revenue,company,3m,3,t0-beta,100,400,1.3259490403144216,0.6783695005792784,10.0,2.6892472673373784,0.6334983269240088,6.0,0.745 monthly,tts_revenue__company,tts_revenue,company,3m,3,t0-gamma,100,400,1.3266414337049297,0.6787237363336267,11.0,2.7511689161173636,0.6480850335385089,11.0,0.745 monthly,tts_revenue__company,tts_revenue,company,3m,3,TiRex-2,100,400,1.3284770109390194,0.679662836988105,12.0,2.8122427879711878,0.6624720317547332,14.0,0.7358333333333333 monthly,tts_revenue__company,tts_revenue,company,3m,3,Toto-2.0-22M,100,400,1.3301795648479413,0.6805338815077577,13.0,2.8566062930275944,0.6729226164112881,17.0,0.7233333333333333 monthly,tts_revenue__company,tts_revenue,company,3m,3,t0-gamma + past & calendar covariates,100,400,1.3339275301463385,0.6824513800468112,14.0,2.697512790042998,0.6354454125894882,8.0,0.735 monthly,tts_revenue__company,tts_revenue,company,3m,3,Chronos-2,100,400,1.3354680541401402,0.6832395283545756,15.0,2.7182246954294045,0.6403244572087983,9.0,0.7525 monthly,tts_revenue__company,tts_revenue,company,3m,3,TimesFM-2.5,100,400,1.3402785013727496,0.6857006038465676,16.0,2.66001485012051,0.6266121295766126,2.0,0.6941666666666667 monthly,tts_revenue__company,tts_revenue,company,3m,3,t0-alpha + past & calendar covariates,100,400,1.3548582756334906,0.6931597699857672,17.0,2.7495518540795563,0.6477041068353658,10.0,0.7325 monthly,tts_revenue__company,tts_revenue,company,3m,3,PatchTST-FM-r2,100,400,1.3703553108671078,0.7010882165038894,18.0,3.1229814501218534,0.7356718542381283,19.0,0.6475 monthly,tts_revenue__company,tts_revenue,company,3m,3,AutoTheta,100,400,1.3780243482527863,0.7050117768392195,19.0,3.066278159051735,0.722314421301301,18.0,0.6425 monthly,tts_revenue__company,tts_revenue,company,3m,3,AutoETS,100,400,1.399073248997986,0.7157806162531971,20.0,3.4689101055129794,0.8171612833014237,20.0,0.7525 monthly,tts_revenue__company,tts_revenue,company,3m,3,Seasonal Naive,100,400,1.9546118143315072,1.0,21.0,4.245073985270315,1.0,21.0,0.5316666666666666 monthly,tts_revenue__company,tts_revenue,company,6m,6,Timestral-209M,100,200,1.6401661588990941,0.749516895264883,1.0,2.6434169701806,0.6127748484429907,2.0,0.7408333333333332 monthly,tts_revenue__company,tts_revenue,company,6m,6,AutoTheta,100,200,1.6555233961847764,0.7565347871703816,2.0,2.611046881910692,0.605271084883387,1.0,0.6191666666666666 monthly,tts_revenue__company,tts_revenue,company,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.6596265604972187,0.7584098355973578,3.0,2.709433071895987,0.6280781498819156,4.0,0.6683333333333333 monthly,tts_revenue__company,tts_revenue,company,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.6679420566735803,0.7622098194239214,4.0,2.7520399186268434,0.637954913306927,8.0,0.6575 monthly,tts_revenue__company,tts_revenue,company,6m,6,Toto-2.0-22M,100,200,1.673671717002025,0.7648281378162365,5.0,2.715958635853884,0.6295908516275778,5.0,0.69 monthly,tts_revenue__company,tts_revenue,company,6m,6,AutoETS,100,200,1.6755427475080293,0.7656831542230788,6.0,3.5898007394819254,0.8321576311611122,20.0,0.7233333333333333 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-alpha,100,200,1.6864426571353073,0.7706641534823178,7.0,2.6510735782984214,0.6145497394011374,3.0,0.695 monthly,tts_revenue__company,tts_revenue,company,6m,6,TiRex-2 + past & calendar covariates,100,200,1.6885686021581898,0.7716356597558799,8.0,2.742211086189333,0.635676475445928,7.0,0.6808333333333333 monthly,tts_revenue__company,tts_revenue,company,6m,6,Timestral-209M + past & calendar covariates,100,200,1.6911159340197452,0.7727997297848359,9.0,2.730866182886779,0.6330465946967897,6.0,0.71 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-beta + past & calendar covariates,100,200,1.7022596014911797,0.7778921205769127,10.0,2.8354582596351,0.6572922565430975,13.0,0.645 monthly,tts_revenue__company,tts_revenue,company,6m,6,TimesFM-3.0,100,200,1.7032336241491317,0.7783372257478399,11.0,2.8180198840513118,0.6532498379326436,12.0,0.6708333333333333 monthly,tts_revenue__company,tts_revenue,company,6m,6,Chronos-2 + past & calendar covariates,100,200,1.710634845998274,0.7817194079684873,12.0,2.7752236902229708,0.6433291816446169,9.0,0.6675 monthly,tts_revenue__company,tts_revenue,company,6m,6,Chronos-2,100,200,1.715481732889065,0.7839343199116309,13.0,2.8555279459807177,0.6619446436418661,16.0,0.6775 monthly,tts_revenue__company,tts_revenue,company,6m,6,TiRex-2,100,200,1.7173073030459927,0.7847685620209957,14.0,2.777302455048225,0.6438110635478933,10.0,0.655 monthly,tts_revenue__company,tts_revenue,company,6m,6,TimesFM-2.5,100,200,1.7502702887995363,0.799831861923025,15.0,2.8746942280227192,0.6663876110987561,17.0,0.6075 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-beta,100,200,1.754894072142183,0.8019448208549933,16.0,2.842831705053219,0.6590015070887205,15.0,0.6691666666666667 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-gamma,100,200,1.7554028286459227,0.8021773104677438,17.0,2.784086768989001,0.6453837465539213,11.0,0.6741666666666667 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-alpha + past & calendar covariates,100,200,1.7653755219739404,0.8067345939478893,18.0,2.837827999063486,0.6578415897491181,14.0,0.6483333333333333 monthly,tts_revenue__company,tts_revenue,company,6m,6,t0-gamma + past & calendar covariates,100,200,1.7855810966018781,0.815968060618327,19.0,2.9817445166972627,0.6912031151067523,18.0,0.64 monthly,tts_revenue__company,tts_revenue,company,6m,6,PatchTST-FM-r2,100,200,1.7889990718748294,0.8175299939631744,20.0,3.16611164988354,0.7339415643830204,19.0,0.5633333333333334 monthly,tts_revenue__company,tts_revenue,company,6m,6,Seasonal Naive,100,200,2.1882977812254003,1.0,21.0,4.313847046590277,1.0,21.0,0.5083333333333333 monthly,tts_revenue__product,tts_revenue,product,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.9837357449704124,0.539301920709129,1.0,1.736049255285721,0.3981633889196159,1.0,0.7833333333333333 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-beta + past & calendar covariates,100,1200,1.004870247324063,0.5508882412945401,2.0,1.8974720346316403,0.43518574913059765,11.0,0.7491666666666666 monthly,tts_revenue__product,tts_revenue,product,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,1.005691735657691,0.5513385962180354,3.0,1.8618117408028465,0.4270070506302461,3.0,0.7608333333333334 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-alpha,100,1200,1.0060975191950028,0.5515610541719963,4.0,1.9491597255920974,0.4470403357073237,16.0,0.7866666666666666 monthly,tts_revenue__product,tts_revenue,product,1m,1,Timestral-209M,100,1200,1.0073349665010822,0.5522394454090302,5.0,1.8550712887808862,0.4254611260478977,2.0,0.7916666666666666 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-gamma + past & calendar covariates,100,1200,1.0077204740102823,0.5524507876736805,6.0,1.8730526376775276,0.42958515351557136,6.0,0.7541666666666667 monthly,tts_revenue__product,tts_revenue,product,1m,1,TimesFM-3.0,100,1200,1.0085467561576384,0.5529037706535052,7.0,1.891954689413505,0.4339203444404925,9.0,0.7708333333333334 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-alpha + past & calendar covariates,100,1200,1.010006711370113,0.5537041447928637,8.0,1.9237976470992006,0.4412235358141,14.0,0.7625 monthly,tts_revenue__product,tts_revenue,product,1m,1,TiRex-2 + past & calendar covariates,100,1200,1.011132954629427,0.5543215719383539,9.0,1.872327904248384,0.42941893569811457,5.0,0.7591666666666667 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-gamma,100,1200,1.016328655777851,0.5571699502992113,10.0,1.915535209106784,0.4393285433179008,13.0,0.7625 monthly,tts_revenue__product,tts_revenue,product,1m,1,TiRex-2,100,1200,1.0167300058023139,0.557389977720372,11.0,1.8871488225429864,0.4328181175111377,7.0,0.755 monthly,tts_revenue__product,tts_revenue,product,1m,1,t0-beta,100,1200,1.0212219571323464,0.5598525475643613,12.0,1.9448814659562377,0.44605911564682976,15.0,0.7508333333333334 monthly,tts_revenue__product,tts_revenue,product,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,1.024045687620865,0.5614005682435009,13.0,1.8685085652476416,0.42854296921540197,4.0,0.755 monthly,tts_revenue__product,tts_revenue,product,1m,1,Chronos-2,100,1200,1.0262249070090137,0.5625952561540337,14.0,1.9036403740145382,0.4366004595169667,12.0,0.7708333333333334 monthly,tts_revenue__product,tts_revenue,product,1m,1,Toto-2.0-22M,100,1200,1.0278903310698413,0.5635082720725786,15.0,1.8935244838389016,0.434280377237039,10.0,0.7425 monthly,tts_revenue__product,tts_revenue,product,1m,1,Chronos-2 + past & calendar covariates,100,1200,1.0288438944902811,0.5640310329733493,16.0,1.8885197759524228,0.43313254606429663,8.0,0.7825 monthly,tts_revenue__product,tts_revenue,product,1m,1,TimesFM-2.5,100,1200,1.0457002157082713,0.5732719764436159,17.0,1.9511338473738584,0.44749310109769086,17.0,0.735 monthly,tts_revenue__product,tts_revenue,product,1m,1,AutoETS,100,1200,1.0466190251677097,0.5737756845875706,18.0,3.6157527455036425,0.8292739173510344,20.0,0.7591666666666667 monthly,tts_revenue__product,tts_revenue,product,1m,1,PatchTST-FM-r2,100,1200,1.0531817882044074,0.5773735112691215,19.0,2.112040883406869,0.4843971754336289,19.0,0.6991666666666667 monthly,tts_revenue__product,tts_revenue,product,1m,1,AutoTheta,100,1200,1.057386735776205,0.5796787404056513,20.0,2.0743685639621137,0.47575701828778955,18.0,0.6583333333333333 monthly,tts_revenue__product,tts_revenue,product,1m,1,Seasonal Naive,100,1200,1.8240909353278338,1.0,21.0,4.3601428549127785,1.0,21.0,0.525 monthly,tts_revenue__product,tts_revenue,product,3m,3,Timestral-209M + past & calendar covariates,100,400,1.4073746513599117,0.6920975330235893,1.0,2.3716350439912137,0.5378184186969666,1.0,0.765 monthly,tts_revenue__product,tts_revenue,product,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,1.411176549731222,0.6939671734075822,2.0,2.4151555014130115,0.5476876031024094,3.0,0.7016666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,Chronos-2 + past & calendar covariates,100,400,1.4166821224262944,0.6966746211198597,3.0,2.486784932351191,0.5639310919043391,10.0,0.7291666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,Timestral-209M,100,400,1.4182591297337668,0.6974501380484949,4.0,2.4582434944939884,0.5574587170696909,8.0,0.775 monthly,tts_revenue__product,tts_revenue,product,3m,3,TimesFM-3.0,100,400,1.4209930945619484,0.6987946061410027,5.0,2.450728719381018,0.5557545828360698,5.0,0.7175 monthly,tts_revenue__product,tts_revenue,product,3m,3,TiRex-2,100,400,1.4248015540042758,0.7006674730297934,6.0,2.454999511370541,0.5567230752692577,6.0,0.7291666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,TiRex-2 + past & calendar covariates,100,400,1.4248028643833646,0.7006681174283078,7.0,2.4450570488838417,0.554468411565372,4.0,0.7308333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,Chronos-2,100,400,1.4272397290221466,0.7018664820593489,8.0,2.5459117790623322,0.5773393552378108,15.0,0.7241666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,1.4295962764080263,0.7030253494800777,9.0,2.3956762520995607,0.5432702712326907,2.0,0.7333333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-alpha,100,400,1.4320462558499027,0.704230163511681,10.0,2.4593091158188662,0.5577003692485654,9.0,0.75 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-beta + past & calendar covariates,100,400,1.4351415568244679,0.7057523240581935,11.0,2.5354997039746814,0.5749781969418992,13.0,0.7158333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,AutoTheta,100,400,1.4406025293855333,0.7084378389875486,12.0,2.6880171897326144,0.6095647633791729,18.0,0.5975 monthly,tts_revenue__product,tts_revenue,product,3m,3,Toto-2.0-22M,100,400,1.445860046998724,0.7110233019034832,13.0,2.457205987934938,0.557223440508742,7.0,0.7208333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,TimesFM-2.5,100,400,1.4473973998910827,0.7117793181804284,14.0,2.5375179390019382,0.5754358744305449,14.0,0.6766666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-gamma + past & calendar covariates,100,400,1.4524432100032032,0.7142606707664861,15.0,2.504431231514529,0.5679327635510477,11.0,0.7225 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-beta,100,400,1.4627969606204732,0.7193522824797068,16.0,2.5556943915878882,0.5795577695813455,16.0,0.7358333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,AutoETS,100,400,1.4675943150692188,0.7217114532774814,17.0,16.991479452132733,3.8531774243347203,21.0,0.7266666666666667 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-gamma,100,400,1.4733222243660449,0.724528238338862,18.0,2.5627143023990584,0.581149682865568,17.0,0.7483333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,t0-alpha + past & calendar covariates,100,400,1.4794174375686533,0.7275256505891835,19.0,2.5255365190713923,0.5727188339916643,12.0,0.72 monthly,tts_revenue__product,tts_revenue,product,3m,3,PatchTST-FM-r2,100,400,1.4976121037422752,0.7364731497933106,20.0,2.8165763385701568,0.6387182700757501,19.0,0.6508333333333333 monthly,tts_revenue__product,tts_revenue,product,3m,3,Seasonal Naive,100,400,2.033491790111529,1.0,21.0,4.409731912375262,1.0,20.0,0.5066666666666666 monthly,tts_revenue__product,tts_revenue,product,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.9746753259050325,0.804249348593873,1.0,2.57513716880626,0.5716132974610002,2.0,0.6883333333333332 monthly,tts_revenue__product,tts_revenue,product,6m,6,AutoTheta,100,200,1.9752419424110734,0.8044801211922378,2.0,2.7683441273870497,0.6145002038458637,12.0,0.5908333333333333 monthly,tts_revenue__product,tts_revenue,product,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.99121175287923,0.810984334567313,3.0,2.5859817478326397,0.5740205112016644,3.0,0.7016666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,Timestral-209M,100,200,1.9962106097811352,0.8130202780737367,4.0,2.6218992370876517,0.5819932571657541,5.0,0.76 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-alpha,100,200,2.0002436251703406,0.81466285189693,5.0,2.7490078192723306,0.6102080476935371,11.0,0.7083333333333333 monthly,tts_revenue__product,tts_revenue,product,6m,6,Chronos-2 + past & calendar covariates,100,200,2.0039248755096133,0.816162158212521,6.0,2.7223726501857457,0.6042957347439819,8.0,0.6933333333333332 monthly,tts_revenue__product,tts_revenue,product,6m,6,Timestral-209M + past & calendar covariates,100,200,2.005614434437329,0.8168502848372883,7.0,2.7721965125009973,0.615355332879279,13.0,0.7358333333333333 monthly,tts_revenue__product,tts_revenue,product,6m,6,TiRex-2 + past & calendar covariates,100,200,2.0113888447048582,0.8192020971252378,8.0,2.61840828370908,0.5812183565522333,4.0,0.7141666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,Chronos-2,100,200,2.0179407739287285,0.8218705787440659,9.0,2.739179701984101,0.6080264619516162,9.0,0.6866666666666668 monthly,tts_revenue__product,tts_revenue,product,6m,6,TimesFM-3.0,100,200,2.0231957216574656,0.8240108233869642,10.0,2.644403280177536,0.5869885678748827,6.0,0.6841666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-beta + past & calendar covariates,100,200,2.0308369523481544,0.8271229576830795,11.0,2.821703050355782,0.6263444932594888,15.0,0.6675 monthly,tts_revenue__product,tts_revenue,product,6m,6,TiRex-2,100,200,2.0321673856538003,0.8276648189730731,12.0,2.701131551951782,0.5995807648579943,7.0,0.695 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-beta,100,200,2.0628401657882454,0.8401572845035189,13.0,2.809203833462749,0.6235699930618085,14.0,0.7066666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,TimesFM-2.5,100,200,2.06333927116492,0.8403605610466571,14.0,2.991924690517421,0.6641292583627472,18.0,0.6083333333333334 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-gamma,100,200,2.068598677805989,0.8425026217234579,15.0,2.7461589828379895,0.6095756802966129,10.0,0.7183333333333333 monthly,tts_revenue__product,tts_revenue,product,6m,6,AutoETS,100,200,2.072170310900593,0.8439572829288058,16.0,759.4611225467645,168.5805641000593,21.0,0.7291666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-alpha + past & calendar covariates,100,200,2.078218002298552,0.8464203976512609,17.0,2.850002831739123,0.6326263067294313,16.0,0.6566666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,t0-gamma + past & calendar covariates,100,200,2.0856905345696433,0.8494638241490409,18.0,2.881949996673827,0.6397177442318934,17.0,0.6666666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,Toto-2.0-22M,100,200,2.090762240792265,0.8515294378589471,19.0,2.5292133327055244,0.5614194034410678,1.0,0.7316666666666667 monthly,tts_revenue__product,tts_revenue,product,6m,6,PatchTST-FM-r2,100,200,2.141071181849952,0.8720193546282005,20.0,3.3102464982365674,0.7347883985313605,19.0,0.5683333333333334 monthly,tts_revenue__product,tts_revenue,product,6m,6,Seasonal Naive,100,200,2.455302362827523,1.0,21.0,4.505033700658363,1.0,20.0,0.475 monthly,tts_revenue__service,tts_revenue,service,1m,1,TimesFM-3.0,100,1200,0.6419521179553073,0.4744789426311863,1.0,1.7388817365768017,0.3482828015586692,3.0,0.7683333333333333 monthly,tts_revenue__service,tts_revenue,service,1m,1,Toto-2.0-22M + past & calendar covariates,100,1200,0.643701150192084,0.47577168541234094,2.0,1.7608209984804954,0.3526770438117336,7.0,0.7566666666666667 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-beta + past & calendar covariates,100,1200,0.6444284693892401,0.47630926077656155,3.0,1.7178734456464857,0.34407502464821976,2.0,0.7708333333333334 monthly,tts_revenue__service,tts_revenue,service,1m,1,Timestral-209M,100,1200,0.6479151170117787,0.47888630792851883,4.0,1.7538172173778583,0.35127424772007293,6.0,0.7933333333333333 monthly,tts_revenue__service,tts_revenue,service,1m,1,Timestral-209M + past & calendar covariates,100,1200,0.649418112009437,0.4799971999363843,5.0,1.7924187628417174,0.3590057996225696,11.0,0.7925 monthly,tts_revenue__service,tts_revenue,service,1m,1,TimesFM-3.0 + past & calendar covariates,100,1200,0.651113620991136,0.48125038266817527,6.0,1.7780754274458097,0.3561329550062263,10.0,0.77 monthly,tts_revenue__service,tts_revenue,service,1m,1,TimesFM-2.5,100,1200,0.6512838240188041,0.4813761829425911,7.0,1.7037089750841103,0.3412380050934736,1.0,0.7741666666666667 monthly,tts_revenue__service,tts_revenue,service,1m,1,TiRex-2 + past & calendar covariates,100,1200,0.6521411587440411,0.48200985524077916,8.0,1.7401013935534277,0.348527088182552,4.0,0.7633333333333333 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-alpha,100,1200,0.6560067243373503,0.4848669678261021,9.0,1.7747920331942224,0.35547531985800995,9.0,0.79 monthly,tts_revenue__service,tts_revenue,service,1m,1,TiRex-2,100,1200,0.6565287490344504,0.48525280614547134,10.0,1.745724461483207,0.3496533395030091,5.0,0.7666666666666667 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-gamma + past & calendar covariates,100,1200,0.6601939569886637,0.4879618306131804,11.0,1.8122142246922694,0.36297065747715296,16.0,0.7883333333333333 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-alpha + past & calendar covariates,100,1200,0.6603394706305346,0.48806938249594883,12.0,1.8109330916952295,0.3627140577441218,15.0,0.775 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-beta,100,1200,0.6620512767282587,0.4893346107341931,13.0,1.8031487866383893,0.36115492953180256,13.0,0.7741666666666667 monthly,tts_revenue__service,tts_revenue,service,1m,1,Toto-2.0-22M,100,1200,0.6629476103103784,0.4899971078245424,14.0,1.8767533039846196,0.3758972705257247,18.0,0.745 monthly,tts_revenue__service,tts_revenue,service,1m,1,t0-gamma,100,1200,0.6641557430717049,0.4908900615809349,15.0,1.8071958118267955,0.3619655132770614,14.0,0.7708333333333334 monthly,tts_revenue__service,tts_revenue,service,1m,1,PatchTST-FM-r2,100,1200,0.6681953278590305,0.4938757950413434,16.0,1.8176349476073328,0.3640563808611067,17.0,0.7 monthly,tts_revenue__service,tts_revenue,service,1m,1,Chronos-2,100,1200,0.6692831401075197,0.4946798176327609,17.0,1.7984422089227343,0.3602122431845476,12.0,0.7925 monthly,tts_revenue__service,tts_revenue,service,1m,1,Chronos-2 + past & calendar covariates,100,1200,0.6713621793619402,0.4962164748374574,18.0,1.7643417263749186,0.35338221481261456,8.0,0.7875 monthly,tts_revenue__service,tts_revenue,service,1m,1,AutoETS,100,1200,0.7442262518594116,0.5500716878781429,19.0,2.828368660884972,0.5664975025805912,20.0,0.7891666666666667 monthly,tts_revenue__service,tts_revenue,service,1m,1,AutoTheta,100,1200,0.7541197972540697,0.5573841942574081,20.0,2.4431856425863847,0.48934871327307233,19.0,0.7283333333333334 monthly,tts_revenue__service,tts_revenue,service,1m,1,Seasonal Naive,100,1200,1.3529622924790117,1.0,21.0,4.992729267120824,1.0,21.0,0.605 monthly,tts_revenue__service,tts_revenue,service,3m,3,TimesFM-3.0,100,400,0.8541554308628241,0.5859569361889291,1.0,2.1407487045534745,0.42575356919426444,3.0,0.775 monthly,tts_revenue__service,tts_revenue,service,3m,3,Timestral-209M + past & calendar covariates,100,400,0.857508408202214,0.5882571034160052,2.0,2.1178001436592764,0.42118954367936184,2.0,0.8116666666666668 monthly,tts_revenue__service,tts_revenue,service,3m,3,TimesFM-2.5,100,400,0.8586526331334503,0.5890420501725235,3.0,2.0318256706132822,0.40409088157060064,1.0,0.7525 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-beta + past & calendar covariates,100,400,0.8710495102642504,0.5975463994740745,4.0,2.1442962002340225,0.426459097565942,5.0,0.7708333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,Toto-2.0-22M + past & calendar covariates,100,400,0.8724528757599072,0.5985091185723511,5.0,2.1480602465875442,0.4272076936838403,6.0,0.7608333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-alpha,100,400,0.8729337067287318,0.5988389721694097,6.0,2.227090345918938,0.442925253989984,12.0,0.7775 monthly,tts_revenue__service,tts_revenue,service,3m,3,TimesFM-3.0 + past & calendar covariates,100,400,0.8754038067569403,0.6005334790381972,7.0,2.191479883714687,0.4358430208666526,9.0,0.7533333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-gamma + past & calendar covariates,100,400,0.8804125174967983,0.6039694916107791,8.0,2.1824811781306255,0.4340533521342165,8.0,0.7808333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,TiRex-2 + past & calendar covariates,100,400,0.8819214817941533,0.605004652267199,9.0,2.1411302946979274,0.4258294601036573,4.0,0.7625 monthly,tts_revenue__service,tts_revenue,service,3m,3,PatchTST-FM-r2,100,400,0.887379523500503,0.6087489092025128,10.0,2.2646350963581776,0.45039217968285666,15.0,0.6725 monthly,tts_revenue__service,tts_revenue,service,3m,3,TiRex-2,100,400,0.8875174019960472,0.6088434948691214,11.0,2.172500262847958,0.4320683408639153,7.0,0.7658333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-beta,100,400,0.8904622905137516,0.6108637101495052,12.0,2.253957870165215,0.4482686856216065,14.0,0.7808333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,Timestral-209M,100,400,0.8910254743893824,0.6112500584490674,13.0,2.1930585351898837,0.4361569841537256,11.0,0.7925 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-gamma,100,400,0.8929259035940856,0.6125537669241246,14.0,2.2788370077742424,0.45321666555637796,16.0,0.7866666666666667 monthly,tts_revenue__service,tts_revenue,service,3m,3,Chronos-2,100,400,0.9020599232847134,0.6188197719152807,15.0,2.2501444344099615,0.4475102669056503,13.0,0.78 monthly,tts_revenue__service,tts_revenue,service,3m,3,Chronos-2 + past & calendar covariates,100,400,0.9044061824614076,0.6204293230449762,16.0,2.1920530114237597,0.4359570048981379,10.0,0.7633333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,t0-alpha + past & calendar covariates,100,400,0.9132925639207248,0.6265254463798683,17.0,2.29876090711375,0.4571791443087974,17.0,0.7516666666666667 monthly,tts_revenue__service,tts_revenue,service,3m,3,Toto-2.0-22M,100,400,0.922026190006972,0.6325167784002567,18.0,2.505640381705675,0.49832347596864923,18.0,0.7633333333333333 monthly,tts_revenue__service,tts_revenue,service,3m,3,AutoETS,100,400,1.0062343507062668,0.69028419878137,19.0,4.232664018700631,0.8417951202440715,20.0,0.775 monthly,tts_revenue__service,tts_revenue,service,3m,3,AutoTheta,100,400,1.0173760362403934,0.697927477374076,20.0,2.9078576496427595,0.578316721813681,19.0,0.6716666666666667 monthly,tts_revenue__service,tts_revenue,service,3m,3,Seasonal Naive,100,400,1.4577102481596365,1.0,21.0,5.028140359703445,1.0,21.0,0.5916666666666667 monthly,tts_revenue__service,tts_revenue,service,6m,6,TimesFM-3.0,100,200,1.0057377326725205,0.6587971807799127,1.0,2.4177140022610843,0.47471724938903437,5.0,0.7675 monthly,tts_revenue__service,tts_revenue,service,6m,6,Timestral-209M + past & calendar covariates,100,200,1.0200375892972675,0.6681641408967484,2.0,2.4000888746890303,0.4712565621144802,3.0,0.8125 monthly,tts_revenue__service,tts_revenue,service,6m,6,TimesFM-3.0 + past & calendar covariates,100,200,1.024343846426423,0.6709849061561589,3.0,2.3896894762704757,0.46921464408449814,1.0,0.7683333333333333 monthly,tts_revenue__service,tts_revenue,service,6m,6,TiRex-2 + past & calendar covariates,100,200,1.0307637500540252,0.6751901917622826,4.0,2.3959303552576396,0.4704400383634681,2.0,0.7725 monthly,tts_revenue__service,tts_revenue,service,6m,6,TimesFM-2.5,100,200,1.0332870204842037,0.676843031654577,5.0,2.4096902815092798,0.4731417947895242,4.0,0.73 monthly,tts_revenue__service,tts_revenue,service,6m,6,Toto-2.0-22M + past & calendar covariates,100,200,1.0362728515090982,0.6787988666576634,6.0,2.4642663121368544,0.48385777820107084,9.0,0.7558333333333332 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-alpha,100,200,1.0382730977973464,0.6801091054731663,7.0,2.570403525424231,0.5046977807416856,11.0,0.7725 monthly,tts_revenue__service,tts_revenue,service,6m,6,Timestral-209M,100,200,1.039721438601266,0.6810578248136402,8.0,2.4443374805071847,0.4799447594875562,8.0,0.81 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-beta + past & calendar covariates,100,200,1.0421741062693035,0.6826644171613285,9.0,2.428849649481243,0.4769037295986772,6.0,0.7475 monthly,tts_revenue__service,tts_revenue,service,6m,6,TiRex-2,100,200,1.0425368887505326,0.6829020537420254,10.0,2.43043312845875,0.4772146451097611,7.0,0.7725 monthly,tts_revenue__service,tts_revenue,service,6m,6,Chronos-2 + past & calendar covariates,100,200,1.0566670634047726,0.6921578655940921,11.0,2.49263113980768,0.4894272016145496,10.0,0.7541666666666668 monthly,tts_revenue__service,tts_revenue,service,6m,6,Chronos-2,100,200,1.0649852337520498,0.6976065894472496,12.0,2.64768078669988,0.5198711423877634,14.0,0.7658333333333333 monthly,tts_revenue__service,tts_revenue,service,6m,6,PatchTST-FM-r2,100,200,1.0709026129358503,0.7014827020730875,13.0,2.8341917982125824,0.5564925104582931,17.0,0.6458333333333333 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-gamma,100,200,1.073021716523921,0.7028707970249314,14.0,2.7185445360760028,0.5337852133464318,16.0,0.7766666666666667 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-beta,100,200,1.0733583241466524,0.7030912880592045,15.0,2.643759810137871,0.5191012600912243,13.0,0.7691666666666667 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-gamma + past & calendar covariates,100,200,1.0834253410205101,0.7096855741438459,16.0,2.6707850756232294,0.5244076609654466,15.0,0.7575 monthly,tts_revenue__service,tts_revenue,service,6m,6,t0-alpha + past & calendar covariates,100,200,1.088999299658654,0.7133367330069376,17.0,2.6095832311513942,0.5123907014582286,12.0,0.7308333333333333 monthly,tts_revenue__service,tts_revenue,service,6m,6,Toto-2.0-22M,100,200,1.135757334268698,0.7439650572501294,18.0,3.2484668125778255,0.637835256178485,19.0,0.7858333333333333 monthly,tts_revenue__service,tts_revenue,service,6m,6,AutoETS,100,200,1.1455377717819542,0.7503716227504668,19.0,7.766777170597564,1.5250038224518947,21.0,0.7741666666666667 monthly,tts_revenue__service,tts_revenue,service,6m,6,AutoTheta,100,200,1.1651971457755308,0.7632492743907712,20.0,3.2116258178600656,0.6306015405029275,18.0,0.665 monthly,tts_revenue__service,tts_revenue,service,6m,6,Seasonal Naive,100,200,1.5266272564826167,1.0,21.0,5.092955870831965,1.0,20.0,0.5675 weekly,ad_spend,ad_spend,original,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.5188207661081612,0.45837293079215136,1.0,1.1964498807628858,0.5682559547564511,5.0,0.8123076923076923 weekly,ad_spend,ad_spend,original,1w,1,t0-gamma + past & calendar covariates,100,5200,0.5213154450173492,0.4605769545276845,2.0,1.173833600769609,0.5575143131822766,2.0,0.8226923076923077 weekly,ad_spend,ad_spend,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.5234713711040091,0.4624816935502307,3.0,1.2062307978136129,0.5729014183453734,9.0,0.815 weekly,ad_spend,ad_spend,original,1w,1,Timestral-209M,100,5200,0.5243933066578755,0.4632962143432152,4.0,1.1529540737948862,0.5475975454792126,1.0,0.813076923076923 weekly,ad_spend,ad_spend,original,1w,1,TimesFM-3.0,100,5200,0.5251411038755736,0.4639568856669282,5.0,1.2040498514318458,0.5718655740627417,8.0,0.8026923076923077 weekly,ad_spend,ad_spend,original,1w,1,t0-beta + past & calendar covariates,100,5200,0.5287033344341235,0.4671040805518367,6.0,1.2023068234542842,0.5710377198889213,6.0,0.8071153846153846 weekly,ad_spend,ad_spend,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.528734635175801,0.46713173444242073,7.0,1.2393766066326368,0.5886440779748929,15.0,0.7907692307692308 weekly,ad_spend,ad_spend,original,1w,1,Toto-2.0-22M,100,5200,0.5290419029476219,0.46740320242964883,8.0,1.2380414849670176,0.5880099596143907,14.0,0.8067307692307693 weekly,ad_spend,ad_spend,original,1w,1,PatchTST-FM-r2,100,5200,0.5299733242746997,0.4682261038078985,9.0,1.1951949082523754,0.5676599033767656,4.0,0.8042307692307692 weekly,ad_spend,ad_spend,original,1w,1,t0-gamma,100,5200,0.5301945410574407,0.46842154661140467,10.0,1.2027194655963198,0.5712337049929908,7.0,0.8067307692307693 weekly,ad_spend,ad_spend,original,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.5325627666249811,0.47051385009091523,11.0,1.1752819706188866,0.5582022189648547,3.0,0.7373076923076923 weekly,ad_spend,ad_spend,original,1w,1,t0-beta,100,5200,0.53319034171183,0.4710683063706993,12.0,1.218107652607292,0.5785423512158607,10.0,0.8086538461538462 weekly,ad_spend,ad_spend,original,1w,1,TimesFM-2.5,100,5200,0.533222138495371,0.4710963985092827,13.0,1.2209483583255447,0.5798915493444764,11.0,0.8186538461538462 weekly,ad_spend,ad_spend,original,1w,1,Chronos-2,100,5200,0.534090212366033,0.4718633330466649,14.0,1.2376169296067963,0.5878083163065944,13.0,0.7475 weekly,ad_spend,ad_spend,original,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5347828514078341,0.47247527267651623,15.0,1.2898092453201586,0.6125971475593801,17.0,0.8028846153846154 weekly,ad_spend,ad_spend,original,1w,1,TiRex-2,100,5200,0.5374298682257355,0.47481388542283914,16.0,1.3023254890902536,0.6185417593378566,18.0,0.8032692307692307 weekly,ad_spend,ad_spend,original,1w,1,t0-alpha,100,5200,0.5381913907933604,0.4754866829552221,17.0,1.2402089065183546,0.5890393802552532,16.0,0.8051923076923077 weekly,ad_spend,ad_spend,original,1w,1,t0-alpha + past & calendar covariates,100,5200,0.5417253280539803,0.4786088809958615,18.0,1.2256145910114191,0.5821077846859323,12.0,0.8067307692307693 weekly,ad_spend,ad_spend,original,1w,1,AutoTheta,100,5200,0.6052128377047548,0.5346994574884255,19.0,1.4124829026536092,0.670861214773827,19.0,0.8528846153846154 weekly,ad_spend,ad_spend,original,1w,1,AutoETS,100,5200,0.6057459793705035,0.5351704827900722,20.0,1.5217247545451495,0.7227458225991109,20.0,0.8880769230769231 weekly,ad_spend,ad_spend,original,1w,1,Seasonal Naive,100,5200,1.1318747928930817,1.0,21.0,2.1054770667131373,1.0,21.0,0.7559615384615385 weekly,ad_spend,ad_spend,original,4w,4,TimesFM-3.0,100,1300,0.6503737171952128,0.5695636875377671,1.0,1.3969394143068974,0.6623557869875303,1.0,0.8040384615384616 weekly,ad_spend,ad_spend,original,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.6505603271883649,0.5697271109249997,2.0,1.4821113931573366,0.7027398956346175,9.0,0.8205769230769231 weekly,ad_spend,ad_spend,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.6510474053660502,0.5701536688188181,3.0,1.4331725867023537,0.6795356669245244,5.0,0.8105769230769231 weekly,ad_spend,ad_spend,original,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.6561051010532858,0.5745829372992373,4.0,1.4026383448502815,0.6650579225178127,3.0,0.7173076923076923 weekly,ad_spend,ad_spend,original,4w,4,t0-gamma + past & calendar covariates,100,1300,0.6568619152961906,0.5752457160979084,5.0,1.4470835701684275,0.6861315294988605,6.0,0.8151923076923077 weekly,ad_spend,ad_spend,original,4w,4,Timestral-209M,100,1300,0.6571985591266459,0.575540531365487,6.0,1.3987370803246746,0.6632081464225573,2.0,0.8151923076923077 weekly,ad_spend,ad_spend,original,4w,4,TimesFM-2.5,100,1300,0.6581744363630823,0.5763951542118189,7.0,1.4258266995290823,0.67605263048791,4.0,0.8015384615384615 weekly,ad_spend,ad_spend,original,4w,4,PatchTST-FM-r2,100,1300,0.6633083012043319,0.5808911277005891,8.0,1.463161998747441,0.6937550814624646,7.0,0.805 weekly,ad_spend,ad_spend,original,4w,4,t0-beta + past & calendar covariates,100,1300,0.6641670398522139,0.581643166625268,9.0,1.4765640017978987,0.7001096120790264,8.0,0.7884615384615384 weekly,ad_spend,ad_spend,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.6695139034428451,0.5863256734100974,10.0,1.5182242214497752,0.7198627146767386,15.0,0.7798076923076923 weekly,ad_spend,ad_spend,original,4w,4,Chronos-2,100,1300,0.6699112173626242,0.5866736204062266,11.0,1.4829823613979012,0.7031528633327954,10.0,0.745576923076923 weekly,ad_spend,ad_spend,original,4w,4,Toto-2.0-22M,100,1300,0.6707490864203386,0.5874073828224627,12.0,1.5115459229425332,0.7166962139550902,13.0,0.7971153846153847 weekly,ad_spend,ad_spend,original,4w,4,t0-gamma,100,1300,0.672083783855107,0.588576241853194,13.0,1.493000730821183,0.7079030514195006,12.0,0.8061538461538461 weekly,ad_spend,ad_spend,original,4w,4,t0-beta,100,1300,0.6722431531474136,0.5887158092425373,14.0,1.491471472918172,0.7071779571086937,11.0,0.7990384615384616 weekly,ad_spend,ad_spend,original,4w,4,t0-alpha,100,1300,0.6765361492958699,0.5924753933897028,15.0,1.5162050318275442,0.7189053203061506,14.0,0.805 weekly,ad_spend,ad_spend,original,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.6772218754917972,0.5930759169509531,16.0,1.6287674614573615,0.7722765516559926,17.0,0.7936538461538462 weekly,ad_spend,ad_spend,original,4w,4,TiRex-2,100,1300,0.6797156387070729,0.595259825886978,17.0,1.6695126789613226,0.7915958079740659,18.0,0.7923076923076923 weekly,ad_spend,ad_spend,original,4w,4,t0-alpha + past & calendar covariates,100,1300,0.6817716434373301,0.5970603685669783,18.0,1.5362329266184749,0.7284015030898057,16.0,0.7884615384615384 weekly,ad_spend,ad_spend,original,4w,4,AutoTheta,100,1300,0.7586270132559332,0.6643663292533069,19.0,1.735887178437267,0.8230671326328418,19.0,0.8434615384615385 weekly,ad_spend,ad_spend,original,4w,4,AutoETS,100,1300,0.767062179690082,0.6717534120523286,20.0,2.1710821683477404,1.0294138911844297,21.0,0.8842307692307693 weekly,ad_spend,ad_spend,original,4w,4,Seasonal Naive,100,1300,1.1418805858336734,1.0,21.0,2.109046892547489,1.0,20.0,0.7530769230769231 weekly,ad_spend,ad_spend,original,13w,13,TimesFM-3.0,100,400,0.7833973054107005,0.6732391501532102,1.0,1.6261602106677773,0.7688583797993537,1.0,0.7898076923076922 weekly,ad_spend,ad_spend,original,13w,13,Timestral-209M + past & calendar covariates,100,400,0.7859891485692987,0.6754665388273521,2.0,1.6792769072670903,0.7939722751091346,6.0,0.8086538461538462 weekly,ad_spend,ad_spend,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.7908652933440699,0.679657019878943,3.0,1.6713691634215853,0.7902334460066646,4.0,0.8007692307692308 weekly,ad_spend,ad_spend,original,13w,13,TimesFM-2.5,100,400,0.7954060163322886,0.6835592447966901,4.0,1.673145047196547,0.7910730945929305,5.0,0.7913461538461539 weekly,ad_spend,ad_spend,original,13w,13,Chronos-2 + past & calendar covariates,100,400,0.7967374061530675,0.6847034199748188,5.0,1.6711012636332443,0.7901067813669439,3.0,0.7042307692307692 weekly,ad_spend,ad_spend,original,13w,13,Timestral-209M,100,400,0.7984550163073996,0.6861795067479164,6.0,1.6667842573549128,0.7880656746967846,2.0,0.7986538461538462 weekly,ad_spend,ad_spend,original,13w,13,t0-gamma + past & calendar covariates,100,400,0.8065021762322379,0.6930951076461156,7.0,1.7142728840236323,0.8105185845145784,7.0,0.7898076923076922 weekly,ad_spend,ad_spend,original,13w,13,t0-alpha,100,400,0.8083329048133728,0.6946684065911233,8.0,1.7290665874773818,0.817513136954163,8.0,0.791923076923077 weekly,ad_spend,ad_spend,original,13w,13,PatchTST-FM-r2,100,400,0.8097282606374903,0.6958675531323507,9.0,1.7378050597825847,0.8216447394951826,9.0,0.7765384615384616 weekly,ad_spend,ad_spend,original,13w,13,Chronos-2,100,400,0.8133903544699956,0.6990146981666123,10.0,1.808000173019303,0.854833413451762,14.0,0.7280769230769231 weekly,ad_spend,ad_spend,original,13w,13,Toto-2.0-22M,100,400,0.8134217921307695,0.6990417151908936,11.0,1.7964992173703445,0.8493956920831084,12.0,0.7809615384615385 weekly,ad_spend,ad_spend,original,13w,13,t0-beta + past & calendar covariates,100,400,0.8144007350699874,0.6998830031400551,12.0,1.742588029520197,0.8239061565062283,10.0,0.7715384615384616 weekly,ad_spend,ad_spend,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.8215966771628237,0.7060670810091932,13.0,1.850342094479426,0.8748529299285875,16.0,0.764423076923077 weekly,ad_spend,ad_spend,original,13w,13,t0-alpha + past & calendar covariates,100,400,0.8259550572209102,0.7098126033209053,14.0,1.8255905538916894,0.8631502518843313,15.0,0.7761538461538461 weekly,ad_spend,ad_spend,original,13w,13,t0-gamma,100,400,0.8261772782432613,0.7100035765233921,15.0,1.771721232429996,0.8376805109890476,11.0,0.7882692307692308 weekly,ad_spend,ad_spend,original,13w,13,TiRex-2 + past & calendar covariates,100,400,0.8292088964578123,0.7126089008668085,16.0,1.954907902524813,0.924292276205036,17.0,0.7844230769230769 weekly,ad_spend,ad_spend,original,13w,13,t0-beta,100,400,0.8317886406090917,0.7148258918470233,17.0,1.7973692154081733,0.8498070324156326,13.0,0.7838461538461539 weekly,ad_spend,ad_spend,original,13w,13,TiRex-2,100,400,0.8330588660453286,0.715917503328565,18.0,2.017651289396895,0.9539577288813028,18.0,0.7803846153846153 weekly,ad_spend,ad_spend,original,13w,13,AutoETS,100,400,1.0350208396056388,0.8894804023887373,19.0,2.9511609054922854,1.3953267196177581,21.0,0.880576923076923 weekly,ad_spend,ad_spend,original,13w,13,AutoTheta,100,400,1.0361943343504054,0.8904888850567517,20.0,2.1300770733241245,1.0071133192781836,20.0,0.8444230769230769 weekly,ad_spend,ad_spend,original,13w,13,Seasonal Naive,100,400,1.163624107766789,1.0,21.0,2.115032174185512,1.0,19.0,0.7469230769230769 weekly,ad_spend,ad_spend,original,26w,26,TimesFM-3.0,100,200,0.8407307754247257,0.704844675782821,1.0,1.668199515841903,0.7864252088105921,1.0,0.7951923076923078 weekly,ad_spend,ad_spend,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.8484338535622407,0.7113027165386426,2.0,1.7125726962327363,0.8073436824841922,3.0,0.8063461538461538 weekly,ad_spend,ad_spend,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.8531064499668048,0.7152200879423185,3.0,1.7208257598796004,0.8112343545771742,4.0,0.8159615384615384 weekly,ad_spend,ad_spend,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.8555563404250215,0.7172740061480042,4.0,1.7897737662263777,0.84373793090208,8.0,0.7209615384615384 weekly,ad_spend,ad_spend,original,26w,26,Timestral-209M,100,200,0.8594096938515113,0.7205045476316305,5.0,1.7301558769269574,0.8156327728583903,5.0,0.8123076923076923 weekly,ad_spend,ad_spend,original,26w,26,TimesFM-2.5,100,200,0.8598229989203492,0.7208510507997787,6.0,1.7003500503720963,0.8015816637736659,2.0,0.7925 weekly,ad_spend,ad_spend,original,26w,26,t0-alpha,100,200,0.867051050043655,0.7269108424708692,7.0,1.7861616309470767,0.8420350924740022,7.0,0.8053846153846154 weekly,ad_spend,ad_spend,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.8673119455935082,0.7271295698502215,8.0,1.7599895240938865,0.8296969971793002,6.0,0.8042307692307692 weekly,ad_spend,ad_spend,original,26w,26,Toto-2.0-22M,100,200,0.8698425213907999,0.7292511323402883,9.0,1.827241528312604,0.8614010415447273,10.0,0.7990384615384616 weekly,ad_spend,ad_spend,original,26w,26,Chronos-2,100,200,0.8764262878241005,0.7347707741242652,10.0,1.8913340415904958,0.8916156337797118,16.0,0.7313461538461539 weekly,ad_spend,ad_spend,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.8767937836537462,0.7350788721343176,11.0,1.8807871424993285,0.8866435982160343,14.0,0.7767307692307692 weekly,ad_spend,ad_spend,original,26w,26,PatchTST-FM-r2,100,200,0.8781147351195762,0.7361863201246536,12.0,1.826907190428447,0.8612434274596826,9.0,0.7778846153846153 weekly,ad_spend,ad_spend,original,26w,26,t0-beta + past & calendar covariates,100,200,0.8846671711438541,0.7416796953883182,13.0,1.8442865074364643,0.8694364120980445,11.0,0.7886538461538461 weekly,ad_spend,ad_spend,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.8877001925761014,0.7442224939518356,14.0,2.0045711597421896,0.9449980520347685,17.0,0.7951923076923078 weekly,ad_spend,ad_spend,original,26w,26,t0-gamma,100,200,0.891136900737465,0.7471037319421218,15.0,1.8584843183656494,0.8761295661953844,12.0,0.8026923076923077 weekly,ad_spend,ad_spend,original,26w,26,TiRex-2,100,200,0.8927763251154759,0.7484781785283143,16.0,2.0333194486840274,0.958550615094123,18.0,0.7934615384615384 weekly,ad_spend,ad_spend,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.8957648808829614,0.7509836983481734,17.0,1.879584322522814,0.8860765629530403,13.0,0.7776923076923077 weekly,ad_spend,ad_spend,original,26w,26,t0-beta,100,200,0.908172532091562,0.7613859188318167,18.0,1.8845564703323154,0.8884205406021112,15.0,0.7944230769230769 weekly,ad_spend,ad_spend,original,26w,26,AutoTheta,100,200,1.0879465595677908,0.9121033301774891,19.0,2.3348553633552154,1.100701144696396,20.0,0.8726923076923078 weekly,ad_spend,ad_spend,original,26w,26,AutoETS,100,200,1.0965492923457838,0.9193156156950347,20.0,3.7952819000227915,1.7891776927019252,21.0,0.9176923076923077 weekly,ad_spend,ad_spend,original,26w,26,Seasonal Naive,100,200,1.19278871545846,1.0,21.0,2.1212436950805875,1.0,19.0,0.7398076923076923 weekly,ad_spend__company,ad_spend,company,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.5933172831026212,0.44760426064351344,1.0,1.4560663823565412,0.5319304545411726,1.0,0.815 weekly,ad_spend__company,ad_spend,company,1w,1,Timestral-209M,100,5200,0.5973804611857453,0.4506695612399316,2.0,1.4798814171357622,0.5406305676874721,2.0,0.8161538461538461 weekly,ad_spend__company,ad_spend,company,1w,1,t0-gamma + past & calendar covariates,100,5200,0.6078709272814042,0.45858366968457154,3.0,1.501030980435693,0.5483569302735459,5.0,0.8178846153846154 weekly,ad_spend__company,ad_spend,company,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.6094897025268131,0.4598048892874799,4.0,1.576477528659325,0.5759190779726142,17.0,0.8001923076923076 weekly,ad_spend__company,ad_spend,company,1w,1,TiRex-2,100,5200,0.6098926539444502,0.4601088797096425,5.0,1.5668511772134983,0.5724023773865706,14.0,0.8009615384615385 weekly,ad_spend__company,ad_spend,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.6102601609199716,0.4603861305040225,6.0,1.514641157128236,0.5533290026750345,8.0,0.8163461538461538 weekly,ad_spend__company,ad_spend,company,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.6126395983232307,0.4621812009494069,7.0,1.490313957333479,0.5444417853054554,4.0,0.755 weekly,ad_spend__company,ad_spend,company,1w,1,Toto-2.0-22M,100,5200,0.6127610336731174,0.4622728129444558,8.0,1.5404726187597455,0.5627657572719461,11.0,0.8084615384615385 weekly,ad_spend__company,ad_spend,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.6128544923791964,0.4623433190905375,9.0,1.5536498033158723,0.5675796489017833,13.0,0.7957692307692308 weekly,ad_spend__company,ad_spend,company,1w,1,TimesFM-3.0,100,5200,0.6129684351188964,0.46242927858845134,10.0,1.506419714183247,0.5503255435362865,6.0,0.8092307692307692 weekly,ad_spend__company,ad_spend,company,1w,1,Chronos-2,100,5200,0.6131078992103907,0.4625344916394401,11.0,1.4890633891813583,0.5439849275044288,3.0,0.7542307692307693 weekly,ad_spend__company,ad_spend,company,1w,1,t0-gamma,100,5200,0.6133242271524683,0.4626976915180343,12.0,1.5111128125623383,0.5520400271506642,7.0,0.8096153846153846 weekly,ad_spend__company,ad_spend,company,1w,1,PatchTST-FM-r2,100,5200,0.6147823781607399,0.46379773465271423,13.0,1.5332182643098982,0.5601155950906966,10.0,0.8165384615384615 weekly,ad_spend__company,ad_spend,company,1w,1,t0-beta + past & calendar covariates,100,5200,0.6167555440199918,0.46528630994069337,14.0,1.5303285987467632,0.5590599419040729,9.0,0.8078846153846154 weekly,ad_spend__company,ad_spend,company,1w,1,t0-beta,100,5200,0.6222913189509431,0.4694625517519888,15.0,1.5411208043705218,0.5630025525655846,12.0,0.8021153846153846 weekly,ad_spend__company,ad_spend,company,1w,1,TimesFM-2.5,100,5200,0.628755192628002,0.47433896017714594,16.0,1.5710055196494215,0.5739200425748047,16.0,0.8067307692307693 weekly,ad_spend__company,ad_spend,company,1w,1,t0-alpha + past & calendar covariates,100,5200,0.6350035889244378,0.4790528103954449,17.0,1.5686296779942819,0.5730520996383769,15.0,0.8003846153846154 weekly,ad_spend__company,ad_spend,company,1w,1,t0-alpha,100,5200,0.6355807038984798,0.4794881914784155,18.0,1.585864999004665,0.5793485104684781,18.0,0.7946153846153846 weekly,ad_spend__company,ad_spend,company,1w,1,AutoTheta,100,5200,0.6669010122790926,0.5031165331348749,19.0,1.8399341617704055,0.6721651065196481,19.0,0.8357692307692308 weekly,ad_spend__company,ad_spend,company,1w,1,AutoETS,100,5200,0.6697510093412018,0.5052665983093643,20.0,1.8906716802713333,0.690700546665454,20.0,0.864423076923077 weekly,ad_spend__company,ad_spend,company,1w,1,Seasonal Naive,100,5200,1.3255398468495776,1.0,21.0,2.7373247196618977,1.0,21.0,0.7223076923076923 weekly,ad_spend__company,ad_spend,company,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.7393036071081746,0.5508186232729929,1.0,1.725128333531644,0.6292829136398664,1.0,0.8155769230769231 weekly,ad_spend__company,ad_spend,company,4w,4,Timestral-209M,100,1300,0.7487484644499418,0.5578555202500706,2.0,1.7815666658767688,0.6498701809919759,4.0,0.8101923076923077 weekly,ad_spend__company,ad_spend,company,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.7496974497791349,0.5585625623739106,3.0,1.7653657395265623,0.6439604953534287,2.0,0.7348076923076923 weekly,ad_spend__company,ad_spend,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.7570683660025641,0.5640542682000609,4.0,1.7969131563707672,0.6554681901745391,6.0,0.8109615384615385 weekly,ad_spend__company,ad_spend,company,4w,4,t0-gamma + past & calendar covariates,100,1300,0.7613252750977243,0.5672258810322587,5.0,1.8085390165052584,0.6597090080875027,7.0,0.8042307692307692 weekly,ad_spend__company,ad_spend,company,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.761504114239889,0.5673591252490152,6.0,1.8866107864473611,0.6881876029301318,15.0,0.8007692307692308 weekly,ad_spend__company,ad_spend,company,4w,4,Chronos-2,100,1300,0.7620032032297073,0.567730971818705,7.0,1.7913887127126982,0.6534530137184941,5.0,0.7453846153846154 weekly,ad_spend__company,ad_spend,company,4w,4,TimesFM-3.0,100,1300,0.7622356268901598,0.5679041392149352,8.0,1.7767005285298116,0.6480951379251242,3.0,0.803076923076923 weekly,ad_spend__company,ad_spend,company,4w,4,PatchTST-FM-r2,100,1300,0.7644739281369961,0.5695717869842666,9.0,1.8104647983876123,0.6604114843093625,8.0,0.8092307692307692 weekly,ad_spend__company,ad_spend,company,4w,4,TiRex-2,100,1300,0.7645702632001782,0.5696435614844377,10.0,1.8704083948274286,0.6822773827984779,13.0,0.7975 weekly,ad_spend__company,ad_spend,company,4w,4,t0-beta + past & calendar covariates,100,1300,0.7703755238417956,0.5739687746223316,11.0,1.860996089704115,0.6788440134212903,11.0,0.7830769230769231 weekly,ad_spend__company,ad_spend,company,4w,4,t0-gamma,100,1300,0.7720879443492188,0.5752446146118763,12.0,1.8413346868418943,0.671672034016108,9.0,0.8059615384615385 weekly,ad_spend__company,ad_spend,company,4w,4,Toto-2.0-22M,100,1300,0.7725946875219472,0.5756221639354174,13.0,1.8725022149456727,0.6830411550924204,14.0,0.7971153846153847 weekly,ad_spend__company,ad_spend,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.7763516447296742,0.5784212872955081,14.0,1.8897430377760729,0.6893301685028327,16.0,0.7796153846153846 weekly,ad_spend__company,ad_spend,company,4w,4,t0-beta,100,1300,0.7764812553309114,0.5785178537564973,15.0,1.8645967421419627,0.6801574397983615,12.0,0.7982692307692307 weekly,ad_spend__company,ad_spend,company,4w,4,TimesFM-2.5,100,1300,0.7781251036991076,0.5797426040300435,16.0,1.860352021137248,0.6786090735988644,10.0,0.7769230769230769 weekly,ad_spend__company,ad_spend,company,4w,4,t0-alpha,100,1300,0.7865044796616015,0.5859856634269827,17.0,1.900190767460275,0.6931412344095279,18.0,0.7873076923076923 weekly,ad_spend__company,ad_spend,company,4w,4,t0-alpha + past & calendar covariates,100,1300,0.7870812049664649,0.5864153529826365,18.0,1.896925946137597,0.6919503106767744,17.0,0.7890384615384616 weekly,ad_spend__company,ad_spend,company,4w,4,AutoTheta,100,1300,0.8264163688659647,0.615722041895044,19.0,2.257692779675583,0.8235488704712525,19.0,0.8236538461538462 weekly,ad_spend__company,ad_spend,company,4w,4,AutoETS,100,1300,0.8466721567026504,0.6308136295218856,20.0,2.5786828384544256,0.9406378751044704,20.0,0.8571153846153846 weekly,ad_spend__company,ad_spend,company,4w,4,Seasonal Naive,100,1300,1.3421906520066333,1.0,21.0,2.7414193141734042,1.0,21.0,0.7190384615384615 weekly,ad_spend__company,ad_spend,company,13w,13,Timestral-209M + past & calendar covariates,100,400,0.9176318257304699,0.6663650653017478,1.0,1.9149593634200597,0.6970764165247577,1.0,0.7951923076923078 weekly,ad_spend__company,ad_spend,company,13w,13,Timestral-209M,100,400,0.9256898098804328,0.6722166050846189,2.0,2.095927233414656,0.7629516704500704,4.0,0.7890384615384616 weekly,ad_spend__company,ad_spend,company,13w,13,TimesFM-3.0,100,400,0.9292850683451469,0.674827406687657,3.0,2.03851576997368,0.7420529621185249,2.0,0.7801923076923077 weekly,ad_spend__company,ad_spend,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.9314598728028136,0.6764067042597502,4.0,2.1146780054661707,0.7697772570595943,5.0,0.7886538461538461 weekly,ad_spend__company,ad_spend,company,13w,13,Chronos-2 + past & calendar covariates,100,400,0.9342933629651697,0.6784643256326437,5.0,2.0479059990268325,0.7454711585271567,3.0,0.7123076923076923 weekly,ad_spend__company,ad_spend,company,13w,13,t0-gamma + past & calendar covariates,100,400,0.9383971719949641,0.6814444260339653,6.0,2.137160316713598,0.7779611847496114,8.0,0.7742307692307692 weekly,ad_spend__company,ad_spend,company,13w,13,PatchTST-FM-r2,100,400,0.941128548629795,0.6834278946960116,7.0,2.1424170739032293,0.7798747300364129,9.0,0.7771153846153847 weekly,ad_spend__company,ad_spend,company,13w,13,TimesFM-2.5,100,400,0.9426262389952745,0.6845154861572168,8.0,2.1211160588143643,0.7721208133997868,7.0,0.7665384615384616 weekly,ad_spend__company,ad_spend,company,13w,13,TiRex-2 + past & calendar covariates,100,400,0.9427553871343207,0.6846092708382795,9.0,2.235383052607719,0.8137158613585439,14.0,0.7890384615384616 weekly,ad_spend__company,ad_spend,company,13w,13,Chronos-2,100,400,0.9479274118137273,0.6883650871325667,10.0,2.1191211841382938,0.7713946465070712,6.0,0.7248076923076923 weekly,ad_spend__company,ad_spend,company,13w,13,TiRex-2,100,400,0.9505501099096637,0.6902696357096326,11.0,2.234530754390122,0.813405610917369,13.0,0.7792307692307692 weekly,ad_spend__company,ad_spend,company,13w,13,Toto-2.0-22M,100,400,0.951417186091504,0.6908992883222954,12.0,2.194224669954306,0.7987335393113776,10.0,0.7796153846153847 weekly,ad_spend__company,ad_spend,company,13w,13,t0-alpha + past & calendar covariates,100,400,0.953656586428731,0.6925254940729133,13.0,2.2057737434648814,0.8029375902853653,11.0,0.7586538461538461 weekly,ad_spend__company,ad_spend,company,13w,13,t0-beta + past & calendar covariates,100,400,0.9536897775047274,0.6925495967390412,14.0,2.242033189353627,0.8161366195118439,15.0,0.7573076923076922 weekly,ad_spend__company,ad_spend,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.956469480689258,0.6945681591320845,15.0,2.261827999683043,0.8233422530692958,17.0,0.7663461538461539 weekly,ad_spend__company,ad_spend,company,13w,13,t0-alpha,100,400,0.9569598245809506,0.694924236624436,16.0,2.2603991237128573,0.8228221189296469,16.0,0.7636538461538461 weekly,ad_spend__company,ad_spend,company,13w,13,t0-gamma,100,400,0.9690692242150237,0.703717829710095,17.0,2.2154588297662836,0.8064631195376711,12.0,0.7723076923076923 weekly,ad_spend__company,ad_spend,company,13w,13,t0-beta,100,400,0.9791897652118959,0.7110671551946391,18.0,2.270423176746271,0.8264710375965717,18.0,0.7676923076923078 weekly,ad_spend__company,ad_spend,company,13w,13,AutoTheta,100,400,1.0489635774657122,0.7617354402901942,19.0,2.7007056234718347,0.9831008605507663,19.0,0.8321153846153847 weekly,ad_spend__company,ad_spend,company,13w,13,AutoETS,100,400,1.1215706494872812,0.8144611794508941,20.0,6.735751944415375,2.451923480834086,21.0,0.859423076923077 weekly,ad_spend__company,ad_spend,company,13w,13,Seasonal Naive,100,400,1.377070728212533,1.0,21.0,2.747129752240079,1.0,20.0,0.7155769230769231 weekly,ad_spend__company,ad_spend,company,26w,26,Timestral-209M + past & calendar covariates,100,200,1.0340499406111676,0.73047469120067,1.0,2.0593095244010113,0.7462279959969089,1.0,0.7978846153846153 weekly,ad_spend__company,ad_spend,company,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0355922727521052,0.7315642271603301,2.0,2.196386567235325,0.7959003379927948,2.0,0.7263461538461539 weekly,ad_spend__company,ad_spend,company,26w,26,Timestral-209M,100,200,1.045115700552404,0.7382917774539682,3.0,2.2507296877779637,0.8155925491238764,4.0,0.795 weekly,ad_spend__company,ad_spend,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.0477328437538633,0.7401405826197844,4.0,2.3120160464604025,0.8378007679854128,7.0,0.7901923076923077 weekly,ad_spend__company,ad_spend,company,26w,26,PatchTST-FM-r2,100,200,1.0521954603848178,0.7432930691462252,5.0,2.301121862473188,0.8338530636755591,6.0,0.7732692307692308 weekly,ad_spend__company,ad_spend,company,26w,26,TimesFM-3.0,100,200,1.0543896725383128,0.7448431068980823,6.0,2.2134608348282394,0.8020875072055831,3.0,0.7753846153846153 weekly,ad_spend__company,ad_spend,company,26w,26,t0-gamma + past & calendar covariates,100,200,1.0596614002932856,0.7485671665906265,7.0,2.284425843856676,0.8278029598103079,5.0,0.7740384615384616 weekly,ad_spend__company,ad_spend,company,26w,26,t0-alpha,100,200,1.0619101421177128,0.7501557252523268,8.0,2.38270282090097,0.8634153972624823,12.0,0.7667307692307692 weekly,ad_spend__company,ad_spend,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.0667078718233236,0.7535449427238726,9.0,2.4083744164264416,0.8727179635139485,16.0,0.7726923076923078 weekly,ad_spend__company,ad_spend,company,26w,26,TimesFM-2.5,100,200,1.068227222329656,0.7546182439720529,10.0,2.330715345596835,0.8445767967250387,8.0,0.760576923076923 weekly,ad_spend__company,ad_spend,company,26w,26,Toto-2.0-22M,100,200,1.0686814192707634,0.7549390982724783,11.0,2.334644457000053,0.8460005811992667,9.0,0.7875 weekly,ad_spend__company,ad_spend,company,26w,26,TiRex-2 + past & calendar covariates,100,200,1.0704148538875122,0.756163633052334,12.0,2.3854179650172105,0.864399278766791,13.0,0.796923076923077 weekly,ad_spend__company,ad_spend,company,26w,26,Chronos-2,100,200,1.0748370915373133,0.7592875950146984,13.0,2.337618932956314,0.8470784362791762,10.0,0.7178846153846153 weekly,ad_spend__company,ad_spend,company,26w,26,t0-alpha + past & calendar covariates,100,200,1.075819931293872,0.7599818937516122,14.0,2.3579379500286213,0.85444139906395,11.0,0.7576923076923078 weekly,ad_spend__company,ad_spend,company,26w,26,TiRex-2,100,200,1.079300060350282,0.7624403303299432,15.0,2.404371545977757,0.8712674511175539,14.0,0.7840384615384616 weekly,ad_spend__company,ad_spend,company,26w,26,t0-beta + past & calendar covariates,100,200,1.081202886960203,0.7637845271870785,16.0,2.4644215707847805,0.8930276620719242,17.0,0.7403846153846153 weekly,ad_spend__company,ad_spend,company,26w,26,t0-gamma,100,200,1.0988926681433013,0.7762809617785197,17.0,2.4079576555986337,0.8725669427015549,15.0,0.7725 weekly,ad_spend__company,ad_spend,company,26w,26,t0-beta,100,200,1.1112102693965873,0.7849823751420841,18.0,2.486570267794818,0.9010536424249992,18.0,0.7534615384615384 weekly,ad_spend__company,ad_spend,company,26w,26,AutoTheta,100,200,1.172088574195965,0.827988093872518,19.0,2.772375985329224,1.0046205056444533,20.0,0.8540384615384616 weekly,ad_spend__company,ad_spend,company,26w,26,AutoETS,100,200,1.2675354063626838,0.8954137495539619,20.0,270.378848997865,97.97665880572983,21.0,0.8832692307692308 weekly,ad_spend__company,ad_spend,company,26w,26,Seasonal Naive,100,200,1.4155862661189749,1.0,21.0,2.7596251218770163,1.0,19.0,0.7109615384615384 weekly,ad_spend__product,ad_spend,product,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.5545728679096652,0.4350929619230996,1.0,2.342049785092284,0.3703978010467124,1.0,0.815 weekly,ad_spend__product,ad_spend,product,1w,1,Timestral-209M,100,5200,0.561095614707604,0.4402104160727893,2.0,2.3990804513863515,0.3794172649035488,2.0,0.8105769230769231 weekly,ad_spend__product,ad_spend,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.5662892534635952,0.4442851117534854,3.0,2.4065332978628957,0.38059594093512683,3.0,0.821923076923077 weekly,ad_spend__product,ad_spend,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.5685356696987225,0.4460475490273062,4.0,2.419052411340108,0.38257585277668105,4.0,0.8038461538461539 weekly,ad_spend__product,ad_spend,product,1w,1,TimesFM-3.0,100,5200,0.5709746283567109,0.4479610464375059,5.0,2.4333253842278038,0.38483313945164965,7.0,0.8113461538461538 weekly,ad_spend__product,ad_spend,product,1w,1,t0-gamma + past & calendar covariates,100,5200,0.5739908801750999,0.4503274621305697,6.0,2.486023559089206,0.3931674149278088,11.0,0.8153846153846154 weekly,ad_spend__product,ad_spend,product,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5742098555253308,0.4504992603544518,7.0,2.43840816995334,0.38563698771649607,8.0,0.8057692307692308 weekly,ad_spend__product,ad_spend,product,1w,1,Toto-2.0-22M,100,5200,0.5745767593242368,0.4507871165945318,8.0,2.4288402693640587,0.3841238135041196,5.0,0.8148076923076923 weekly,ad_spend__product,ad_spend,product,1w,1,t0-gamma,100,5200,0.5747590147716132,0.45093010603201455,9.0,2.4962780047085875,0.3947891670069271,12.0,0.8048076923076923 weekly,ad_spend__product,ad_spend,product,1w,1,Chronos-2,100,5200,0.5758347332214564,0.45177406640876683,10.0,2.4856992403302134,0.39311612355222253,10.0,0.7486538461538461 weekly,ad_spend__product,ad_spend,product,1w,1,TiRex-2,100,5200,0.5761319711764078,0.4520072659569222,11.0,2.4324119519426897,0.3846886791109836,6.0,0.8065384615384615 weekly,ad_spend__product,ad_spend,product,1w,1,PatchTST-FM-r2,100,5200,0.5765360307642873,0.45232427296007144,12.0,2.498448290491124,0.39513240013826845,13.0,0.8144230769230769 weekly,ad_spend__product,ad_spend,product,1w,1,t0-beta + past & calendar covariates,100,5200,0.5789236221180956,0.4541974698907219,13.0,2.5006854863136367,0.39548621516749805,14.0,0.8075 weekly,ad_spend__product,ad_spend,product,1w,1,t0-beta,100,5200,0.5826015851835816,0.45708303450559007,14.0,2.530513941587459,0.4002036188334533,15.0,0.8109615384615385 weekly,ad_spend__product,ad_spend,product,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.5844096896116481,0.4585015920236291,15.0,2.4551327962318767,0.3882820061257242,9.0,0.7532692307692308 weekly,ad_spend__product,ad_spend,product,1w,1,TimesFM-2.5,100,5200,0.591681653590558,0.46420684832025955,16.0,2.576265173671573,0.4074392275156427,16.0,0.8148076923076923 weekly,ad_spend__product,ad_spend,product,1w,1,t0-alpha,100,5200,0.5917479080198736,0.4642588285694919,17.0,2.584299361563928,0.4087098433443353,18.0,0.8078846153846154 weekly,ad_spend__product,ad_spend,product,1w,1,t0-alpha + past & calendar covariates,100,5200,0.6024760279708765,0.4726756295986192,18.0,2.5820154675299567,0.40834864294057305,17.0,0.8040384615384616 weekly,ad_spend__product,ad_spend,product,1w,1,AutoTheta,100,5200,0.629145486344627,0.4935992887030708,19.0,3.0765298603976103,0.4865566489659068,20.0,0.854423076923077 weekly,ad_spend__product,ad_spend,product,1w,1,AutoETS,100,5200,0.6320939892104038,0.4959125516110545,20.0,3.02624020139066,0.47860328297423155,19.0,0.8767307692307692 weekly,ad_spend__product,ad_spend,product,1w,1,Seasonal Naive,100,5200,1.2746077653347172,1.0,21.0,6.32306611560288,1.0,21.0,0.7051923076923077 weekly,ad_spend__product,ad_spend,product,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.7667227141692262,0.5872330590329554,1.0,3.1151015380843,0.4912470244801379,1.0,0.8078846153846154 weekly,ad_spend__product,ad_spend,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.7700728523892272,0.5897989304735141,2.0,3.1435655673163887,0.4957357608805502,3.0,0.8084615384615385 weekly,ad_spend__product,ad_spend,product,4w,4,Timestral-209M,100,1300,0.77347644606755,0.5924057434588217,3.0,3.118255502095043,0.4917444000605653,2.0,0.8025 weekly,ad_spend__product,ad_spend,product,4w,4,TimesFM-2.5,100,1300,0.7741469377807844,0.5929192731776399,4.0,3.257274393830301,0.51366747899605,11.0,0.7834615384615384 weekly,ad_spend__product,ad_spend,product,4w,4,TimesFM-3.0,100,1300,0.7751719722780784,0.593704347275924,5.0,3.1554910183204035,0.4976163873223158,4.0,0.7955769230769231 weekly,ad_spend__product,ad_spend,product,4w,4,PatchTST-FM-r2,100,1300,0.7812271397912302,0.5983420011186928,6.0,3.2149040990901616,0.5069857445604399,6.0,0.7992307692307692 weekly,ad_spend__product,ad_spend,product,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.7820848267902268,0.5989989037391654,7.0,3.1887660769222896,0.502863816122865,5.0,0.7267307692307692 weekly,ad_spend__product,ad_spend,product,4w,4,TiRex-2,100,1300,0.7833543684540341,0.5999712459184565,8.0,3.2418513348814724,0.5112352848205584,8.0,0.7880769230769231 weekly,ad_spend__product,ad_spend,product,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.784106135847585,0.6005470246948483,9.0,3.255295378167703,0.5133553910773209,10.0,0.7894230769230769 weekly,ad_spend__product,ad_spend,product,4w,4,Chronos-2,100,1300,0.7846735083345647,0.6009815753804912,10.0,3.2161370517235413,0.50718017941435,7.0,0.7334615384615385 weekly,ad_spend__product,ad_spend,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.7861419619607747,0.6021062642660966,11.0,3.25910914219488,0.5139568161697344,12.0,0.7830769230769231 weekly,ad_spend__product,ad_spend,product,4w,4,t0-gamma + past & calendar covariates,100,1300,0.7876540217153327,0.6032643510929253,12.0,3.295158184171671,0.5196416981518956,14.0,0.7896153846153846 weekly,ad_spend__product,ad_spend,product,4w,4,t0-beta + past & calendar covariates,100,1300,0.787672965523643,0.6032788601589778,13.0,3.242501621479195,0.5113378340801202,9.0,0.7738461538461539 weekly,ad_spend__product,ad_spend,product,4w,4,t0-alpha,100,1300,0.7896998059227751,0.6048312175702795,14.0,3.3011762840088625,0.5205907438256565,15.0,0.7932692307692307 weekly,ad_spend__product,ad_spend,product,4w,4,t0-gamma,100,1300,0.790723156804876,0.6056150021873966,15.0,3.303889543972565,0.521018621012809,16.0,0.7938461538461539 weekly,ad_spend__product,ad_spend,product,4w,4,Toto-2.0-22M,100,1300,0.7961734741686508,0.6097894011964281,16.0,3.2617916595134866,0.5143798452860477,13.0,0.791923076923077 weekly,ad_spend__product,ad_spend,product,4w,4,t0-beta,100,1300,0.7972021480640865,0.6105772627103766,17.0,3.304406145589121,0.5211000883434472,17.0,0.7955769230769231 weekly,ad_spend__product,ad_spend,product,4w,4,t0-alpha + past & calendar covariates,100,1300,0.7985174536362855,0.6115846554749986,18.0,3.3555121549637645,0.5291594323909569,18.0,0.7771153846153847 weekly,ad_spend__product,ad_spend,product,4w,4,AutoTheta,100,1300,0.8624656379280152,0.660562580854352,19.0,3.8241026378357517,0.6030554764191516,19.0,0.8396153846153847 weekly,ad_spend__product,ad_spend,product,4w,4,AutoETS,100,1300,0.888365175952205,0.6803990414944479,20.0,3.9242713679349137,0.6188519408379097,20.0,0.8678846153846154 weekly,ad_spend__product,ad_spend,product,4w,4,Seasonal Naive,100,1300,1.30565318552033,1.0,21.0,6.341212023382443,1.0,21.0,0.7015384615384616 weekly,ad_spend__product,ad_spend,product,13w,13,TimesFM-2.5,100,400,0.9468376561769912,0.7136082491072927,1.0,4.141442343978966,0.6488800930756318,6.0,0.7653846153846153 weekly,ad_spend__product,ad_spend,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.9485672999247583,0.7149118390504801,2.0,4.057576767494916,0.6357400566933968,3.0,0.7840384615384616 weekly,ad_spend__product,ad_spend,product,13w,13,TimesFM-3.0,100,400,0.9493894186587633,0.7155314497160511,3.0,4.017225481811781,0.6294178279056751,1.0,0.7586538461538461 weekly,ad_spend__product,ad_spend,product,13w,13,Timestral-209M + past & calendar covariates,100,400,0.9563094430794693,0.7207469018882624,4.0,4.0749587737234885,0.6384634648402796,4.0,0.7838461538461539 weekly,ad_spend__product,ad_spend,product,13w,13,PatchTST-FM-r2,100,400,0.9612211702842314,0.7244487498532399,5.0,4.157887960809037,0.6514567879787728,7.0,0.750576923076923 weekly,ad_spend__product,ad_spend,product,13w,13,Chronos-2 + past & calendar covariates,100,400,0.9618936473948395,0.724955579308464,6.0,4.13970773326811,0.6486083147274081,5.0,0.6803846153846154 weekly,ad_spend__product,ad_spend,product,13w,13,Timestral-209M,100,400,0.9705245989156609,0.7314605151469601,7.0,4.056882483440576,0.6356312764510603,2.0,0.7769230769230769 weekly,ad_spend__product,ad_spend,product,13w,13,t0-gamma + past & calendar covariates,100,400,0.9728865348167366,0.733240648131611,8.0,4.239215435518513,0.6641991552450498,10.0,0.7584615384615385 weekly,ad_spend__product,ad_spend,product,13w,13,Chronos-2,100,400,0.9731259097145964,0.7334210591034683,9.0,4.296936518992528,0.6732428793648597,14.0,0.701923076923077 weekly,ad_spend__product,ad_spend,product,13w,13,t0-alpha + past & calendar covariates,100,400,0.9733195672791483,0.7335670140458649,10.0,4.243669266073216,0.6648969802405081,11.0,0.7467307692307692 weekly,ad_spend__product,ad_spend,product,13w,13,t0-alpha,100,400,0.9779740629099627,0.7370749929014948,11.0,4.205029666986739,0.6588429380568498,8.0,0.7613461538461539 weekly,ad_spend__product,ad_spend,product,13w,13,t0-beta + past & calendar covariates,100,400,0.9842518020553576,0.7418063704620215,12.0,4.233881146917569,0.6633633803153552,9.0,0.7457692307692309 weekly,ad_spend__product,ad_spend,product,13w,13,t0-gamma,100,400,0.9846886751773599,0.742135630986928,13.0,4.26195749420297,0.6677623749956171,12.0,0.7634615384615385 weekly,ad_spend__product,ad_spend,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.995371666877287,0.7501871390279091,14.0,4.360222578430693,0.6831585224495278,17.0,0.7507692307692309 weekly,ad_spend__product,ad_spend,product,13w,13,TiRex-2,100,400,0.9970107234270611,0.7514224556284284,15.0,4.338633793692443,0.6797759973563772,16.0,0.7573076923076922 weekly,ad_spend__product,ad_spend,product,13w,13,TiRex-2 + past & calendar covariates,100,400,1.003410266966752,0.756245634164529,16.0,4.378503901077435,0.6860228352553815,18.0,0.7634615384615385 weekly,ad_spend__product,ad_spend,product,13w,13,t0-beta,100,400,1.0060877226437417,0.7582635666424509,17.0,4.287379624202275,0.6717455076122314,13.0,0.7682692307692308 weekly,ad_spend__product,ad_spend,product,13w,13,Toto-2.0-22M,100,400,1.006789920603638,0.7587927959706459,18.0,4.333214605125806,0.6789269203224723,15.0,0.765 weekly,ad_spend__product,ad_spend,product,13w,13,AutoTheta,100,400,1.2018363746062752,0.9057945101793909,19.0,5.071471448572352,0.7945968076470585,19.0,0.8401923076923077 weekly,ad_spend__product,ad_spend,product,13w,13,AutoETS,100,400,1.2752986024403539,0.9611611841157288,20.0,5.630639510798118,0.8822071120110635,20.0,0.8580769230769231 weekly,ad_spend__product,ad_spend,product,13w,13,Seasonal Naive,100,400,1.3268311533134085,1.0,21.0,6.382446291962681,1.0,21.0,0.6934615384615386 weekly,ad_spend__product,ad_spend,product,26w,26,TimesFM-2.5,100,200,1.010104058336979,0.7461469417216309,1.0,4.1967240054126975,0.6537492417891425,4.0,0.7542307692307691 weekly,ad_spend__product,ad_spend,product,26w,26,TimesFM-3.0,100,200,1.0162307576271292,0.750672631823025,2.0,4.092007721426266,0.6374369488742849,1.0,0.7503846153846153 weekly,ad_spend__product,ad_spend,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.0204405739078812,0.7537823525663162,3.0,4.189897128681858,0.6526857776488231,3.0,0.7730769230769231 weekly,ad_spend__product,ad_spend,product,26w,26,Timestral-209M + past & calendar covariates,100,200,1.0249575408837794,0.7571189603812307,4.0,4.262300651682613,0.6639645151125109,6.0,0.7711538461538461 weekly,ad_spend__product,ad_spend,product,26w,26,PatchTST-FM-r2,100,200,1.026237627784144,0.7580645391242936,5.0,4.185403485870043,0.6519857755573568,2.0,0.7411538461538462 weekly,ad_spend__product,ad_spend,product,26w,26,Chronos-2,100,200,1.0363204753434716,0.7655125696595078,6.0,4.407495600447341,0.6865824160142929,12.0,0.6803846153846154 weekly,ad_spend__product,ad_spend,product,26w,26,Timestral-209M,100,200,1.0386779321254092,0.7672539834807528,7.0,4.227195614423506,0.6584959897909692,5.0,0.7773076923076923 weekly,ad_spend__product,ad_spend,product,26w,26,t0-gamma + past & calendar covariates,100,200,1.0407011099705294,0.768748471052836,8.0,4.369569228411497,0.6806743942024541,11.0,0.7590384615384616 weekly,ad_spend__product,ad_spend,product,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0459613016125828,0.772634086474528,9.0,4.280694987034026,0.6668299126877842,7.0,0.6838461538461539 weekly,ad_spend__product,ad_spend,product,26w,26,t0-gamma,100,200,1.0472007105257586,0.7735496170700897,10.0,4.3617430018563095,0.6794552552574281,8.0,0.7617307692307692 weekly,ad_spend__product,ad_spend,product,26w,26,t0-alpha + past & calendar covariates,100,200,1.0515106007165507,0.776733260733803,11.0,4.41022757006692,0.6870079915501364,13.0,0.7442307692307693 weekly,ad_spend__product,ad_spend,product,26w,26,t0-beta + past & calendar covariates,100,200,1.053674237309592,0.778331502829328,12.0,4.430396873664653,0.6901498867325279,15.0,0.7371153846153846 weekly,ad_spend__product,ad_spend,product,26w,26,t0-beta,100,200,1.0574874856066199,0.7811482854482761,13.0,4.368355150365024,0.6804852698756384,10.0,0.76 weekly,ad_spend__product,ad_spend,product,26w,26,t0-alpha,100,200,1.058124772019771,0.7816190382427519,14.0,4.3659183829834225,0.6801056797891606,9.0,0.7698076923076923 weekly,ad_spend__product,ad_spend,product,26w,26,TiRex-2,100,200,1.0621595405326671,0.7845994541331788,15.0,4.439541726705958,0.6915744361511496,16.0,0.7609615384615384 weekly,ad_spend__product,ad_spend,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.0637328608009804,0.7857616394514749,16.0,4.480112639528898,0.6978944141774583,18.0,0.7523076923076922 weekly,ad_spend__product,ad_spend,product,26w,26,TiRex-2 + past & calendar covariates,100,200,1.0658020473361076,0.7872901128719051,17.0,4.45296852194736,0.6936660097684291,17.0,0.7734615384615384 weekly,ad_spend__product,ad_spend,product,26w,26,Toto-2.0-22M,100,200,1.0684098638202062,0.789216463209894,18.0,4.419583443697563,0.6884654129303415,14.0,0.7661538461538462 weekly,ad_spend__product,ad_spend,product,26w,26,AutoTheta,100,200,1.2516650040681316,0.9245839645303789,19.0,5.1437296828452785,0.8012700801366434,19.0,0.8596153846153847 weekly,ad_spend__product,ad_spend,product,26w,26,AutoETS,100,200,1.3013795148852294,0.9613072406118908,20.0,6.170825361189706,0.9612670253959836,20.0,0.8896153846153847 weekly,ad_spend__product,ad_spend,product,26w,26,Seasonal Naive,100,200,1.3537602338840973,1.0,21.0,6.419470551013337,1.0,21.0,0.6884615384615383 weekly,ad_spend__service,ad_spend,service,1w,1,t0-gamma + past & calendar covariates,100,5200,0.6635967312642427,0.476528429119858,1.0,1.5972138080437217,0.4881937842396401,1.0,0.8232692307692308 weekly,ad_spend__service,ad_spend,service,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.6672412036063932,0.4791455226020201,2.0,1.6135490382395197,0.49318670241098983,7.0,0.8136538461538462 weekly,ad_spend__service,ad_spend,service,1w,1,TimesFM-3.0,100,5200,0.6685492779346389,0.48008485002098344,3.0,1.5975615661134626,0.4883000776658625,2.0,0.8017307692307692 weekly,ad_spend__service,ad_spend,service,1w,1,t0-beta + past & calendar covariates,100,5200,0.6691248504801458,0.48049816833319453,4.0,1.609777963601701,0.4920340607365845,6.0,0.801923076923077 weekly,ad_spend__service,ad_spend,service,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.6694115615728982,0.4807040554031628,5.0,1.626597693330168,0.4971750678232222,10.0,0.8105769230769231 weekly,ad_spend__service,ad_spend,service,1w,1,Timestral-209M,100,5200,0.6695806687811996,0.4808254911916893,6.0,1.620547979436607,0.49532595237957217,9.0,0.8096153846153846 weekly,ad_spend__service,ad_spend,service,1w,1,t0-gamma,100,5200,0.6727889241776391,0.48312933753729753,7.0,1.6189670686925723,0.4948427416818005,8.0,0.8084615384615385 weekly,ad_spend__service,ad_spend,service,1w,1,PatchTST-FM-r2,100,5200,0.67346504851423,0.4836148620325606,8.0,1.6644336224416738,0.5087397470916744,14.0,0.8071153846153846 weekly,ad_spend__service,ad_spend,service,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.6750432404092194,0.4847481607200575,9.0,1.6726517795095834,0.5112516545008474,15.0,0.7865384615384615 weekly,ad_spend__service,ad_spend,service,1w,1,TimesFM-2.5,100,5200,0.6761572997813265,0.48554816611117074,10.0,1.6079350704845492,0.4914707742433921,5.0,0.8032692307692307 weekly,ad_spend__service,ad_spend,service,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.6765142247868818,0.4858044737513347,11.0,1.6990070968048498,0.5193072460693748,17.0,0.7963461538461538 weekly,ad_spend__service,ad_spend,service,1w,1,Toto-2.0-22M,100,5200,0.6777579525151058,0.48669759391401884,12.0,1.6734978353202892,0.5115102543112336,16.0,0.8001923076923076 weekly,ad_spend__service,ad_spend,service,1w,1,t0-beta,100,5200,0.6785332965409934,0.4872543680108107,13.0,1.6276697061596748,0.4975027321580499,11.0,0.8044230769230769 weekly,ad_spend__service,ad_spend,service,1w,1,t0-alpha,100,5200,0.6791723832627029,0.4877132958162376,14.0,1.6407971464775086,0.501515178540537,13.0,0.7963461538461538 weekly,ad_spend__service,ad_spend,service,1w,1,Chronos-2,100,5200,0.6792159541143614,0.4877445840196269,15.0,1.606629051608175,0.49107158517156296,4.0,0.7530769230769231 weekly,ad_spend__service,ad_spend,service,1w,1,TiRex-2,100,5200,0.6794433243758964,0.4879078584730007,16.0,1.7001637504408016,0.5196607811519957,18.0,0.7984615384615384 weekly,ad_spend__service,ad_spend,service,1w,1,t0-alpha + past & calendar covariates,100,5200,0.6845728954008612,0.49159140046081057,17.0,1.6311208893006037,0.4985575979181561,12.0,0.7917307692307692 weekly,ad_spend__service,ad_spend,service,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.6901846946710588,0.4956212302727636,18.0,1.6026975377386314,0.48986990470518016,3.0,0.7476923076923077 weekly,ad_spend__service,ad_spend,service,1w,1,AutoTheta,100,5200,0.7452473068558898,0.5351616602530089,19.0,2.0591245910837466,0.6293783720623571,20.0,0.8132692307692307 weekly,ad_spend__service,ad_spend,service,1w,1,AutoETS,100,5200,0.7521628254584816,0.5401276901639218,20.0,2.014276505024161,0.6156704033864847,19.0,0.8390384615384615 weekly,ad_spend__service,ad_spend,service,1w,1,Seasonal Naive,100,5200,1.3925648307906782,1.0,21.0,3.2716799344985024,1.0,21.0,0.6988461538461539 weekly,ad_spend__service,ad_spend,service,4w,4,TimesFM-3.0,100,1300,0.8128965452483912,0.5767626275739091,1.0,1.8833766279431885,0.5742631296516635,4.0,0.8048076923076923 weekly,ad_spend__service,ad_spend,service,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.8155189144057438,0.578623238908161,2.0,1.8691018701794702,0.569910592327589,1.0,0.8094230769230769 weekly,ad_spend__service,ad_spend,service,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.8158199824005303,0.5788368512906549,3.0,1.9110968988595838,0.582715358109349,8.0,0.8157692307692308 weekly,ad_spend__service,ad_spend,service,4w,4,t0-gamma + past & calendar covariates,100,1300,0.8163704128375392,0.5792273901691894,4.0,1.8711347270457364,0.5705304336959248,2.0,0.8105769230769231 weekly,ad_spend__service,ad_spend,service,4w,4,Timestral-209M,100,1300,0.818991823634439,0.5810873215319294,5.0,1.9077006429814933,0.5816798007488544,6.0,0.8076923076923077 weekly,ad_spend__service,ad_spend,service,4w,4,PatchTST-FM-r2,100,1300,0.8225070661603993,0.5835814402825669,6.0,1.9378016495702541,0.5908579428118176,12.0,0.8 weekly,ad_spend__service,ad_spend,service,4w,4,TimesFM-2.5,100,1300,0.8226423493985322,0.5836774258250672,7.0,1.8763934817520207,0.5721338883055316,3.0,0.7853846153846153 weekly,ad_spend__service,ad_spend,service,4w,4,t0-beta + past & calendar covariates,100,1300,0.8244410564962671,0.5849536362333774,8.0,1.909641498596976,0.5822715898808913,7.0,0.7873076923076923 weekly,ad_spend__service,ad_spend,service,4w,4,Chronos-2,100,1300,0.8283693481957434,0.5877408197387205,9.0,1.9238362393849744,0.5865997291115519,10.0,0.7561538461538462 weekly,ad_spend__service,ad_spend,service,4w,4,t0-alpha,100,1300,0.8306030430038723,0.5893256606317778,10.0,1.9370089200111484,0.5906162304793902,11.0,0.7992307692307692 weekly,ad_spend__service,ad_spend,service,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.8316125095551061,0.590041892708222,11.0,2.016895597979996,0.6149745946149617,17.0,0.8015384615384615 weekly,ad_spend__service,ad_spend,service,4w,4,t0-gamma,100,1300,0.8331898439639109,0.5911610357818428,12.0,1.914281613908911,0.5836864142455147,9.0,0.8159615384615385 weekly,ad_spend__service,ad_spend,service,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.8336807075556181,0.5915093110655653,13.0,1.9441653943275758,0.5927983215583856,14.0,0.7871153846153847 weekly,ad_spend__service,ad_spend,service,4w,4,TiRex-2,100,1300,0.8351364500161159,0.5925421827778334,14.0,2.0180957211434984,0.6153405259287601,18.0,0.7984615384615384 weekly,ad_spend__service,ad_spend,service,4w,4,Toto-2.0-22M,100,1300,0.836073438560714,0.5932069905915066,15.0,1.9379597863109634,0.5909061605173392,13.0,0.8 weekly,ad_spend__service,ad_spend,service,4w,4,t0-alpha + past & calendar covariates,100,1300,0.8370961901611793,0.5939326486151356,16.0,1.9876822851000118,0.6060671205425697,16.0,0.7782692307692308 weekly,ad_spend__service,ad_spend,service,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.8405613843484223,0.5963912572980861,17.0,1.8952838155738725,0.5778937676943654,5.0,0.7313461538461539 weekly,ad_spend__service,ad_spend,service,4w,4,t0-beta,100,1300,0.8439607184140209,0.5988031372096645,18.0,1.9481369182796304,0.5940092847509596,15.0,0.8011538461538461 weekly,ad_spend__service,ad_spend,service,4w,4,AutoTheta,100,1300,0.9598059504210937,0.680997114776505,19.0,2.720360312498919,0.8294690523699809,20.0,0.7988461538461539 weekly,ad_spend__service,ad_spend,service,4w,4,AutoETS,100,1300,0.9613306610636682,0.6820789204769248,20.0,2.4692450811283986,0.7529011389051513,19.0,0.8346153846153846 weekly,ad_spend__service,ad_spend,service,4w,4,Seasonal Naive,100,1300,1.4094126532916227,1.0,21.0,3.2796405179026675,1.0,21.0,0.6963461538461538 weekly,ad_spend__service,ad_spend,service,13w,13,Chronos-2 + past & calendar covariates,100,400,0.9612600983987494,0.6671101893066271,1.0,2.2177075715846057,0.6736041370430816,1.0,0.725 weekly,ad_spend__service,ad_spend,service,13w,13,Timestral-209M + past & calendar covariates,100,400,0.9651503899245911,0.6698100341463177,2.0,2.309997035537236,0.701636040581906,6.0,0.8117307692307691 weekly,ad_spend__service,ad_spend,service,13w,13,Timestral-209M,100,400,0.9678243638582059,0.6716657600419688,3.0,2.334849242782062,0.7091846235552713,11.0,0.8109615384615385 weekly,ad_spend__service,ad_spend,service,13w,13,Chronos-2,100,400,0.9730792143008806,0.6753126026389207,4.0,2.305598964882477,0.7003001752829763,4.0,0.7380769230769231 weekly,ad_spend__service,ad_spend,service,13w,13,TimesFM-3.0,100,400,0.9748779674614789,0.6765609292505023,5.0,2.2853893130023617,0.6941617171340875,3.0,0.7888461538461539 weekly,ad_spend__service,ad_spend,service,13w,13,TimesFM-2.5,100,400,0.9752727611825364,0.6768349143190913,6.0,2.2237510931959013,0.6754397898639669,2.0,0.7723076923076923 weekly,ad_spend__service,ad_spend,service,13w,13,t0-gamma + past & calendar covariates,100,400,0.977651141906808,0.678485499855571,7.0,2.3107628968469287,0.7018686624808526,7.0,0.7996153846153846 weekly,ad_spend__service,ad_spend,service,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.9792519209081404,0.6795964332901282,8.0,2.3337386389948085,0.7088472899431688,10.0,0.7955769230769231 weekly,ad_spend__service,ad_spend,service,13w,13,PatchTST-FM-r2,100,400,0.9811856669507641,0.6809384443553067,9.0,2.408676564973059,0.7316088558083697,14.0,0.7807692307692308 weekly,ad_spend__service,ad_spend,service,13w,13,t0-gamma,100,400,0.9857308224370045,0.6840927618411825,10.0,2.3082760693380333,0.701113316140529,5.0,0.8057692307692308 weekly,ad_spend__service,ad_spend,service,13w,13,t0-beta + past & calendar covariates,100,400,0.98601605464725,0.6842907117135325,11.0,2.331930174326071,0.7082979888097974,8.0,0.786923076923077 weekly,ad_spend__service,ad_spend,service,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.9868641758402411,0.6848793040108242,12.0,2.4235311916114863,0.7361207842907734,15.0,0.7736538461538461 weekly,ad_spend__service,ad_spend,service,13w,13,Toto-2.0-22M,100,400,0.9887108946720307,0.6861609185827006,13.0,2.406982772234395,0.7310943850049705,13.0,0.7955769230769231 weekly,ad_spend__service,ad_spend,service,13w,13,t0-alpha + past & calendar covariates,100,400,0.9906071286080395,0.6874768964144318,14.0,2.44397343500389,0.7423298895380112,17.0,0.7696153846153847 weekly,ad_spend__service,ad_spend,service,13w,13,t0-alpha,100,400,0.9956657831433493,0.6909875799331889,15.0,2.3325011073530333,0.7084714033996486,9.0,0.7882692307692308 weekly,ad_spend__service,ad_spend,service,13w,13,TiRex-2 + past & calendar covariates,100,400,0.9985410972672458,0.6929830350162657,16.0,2.4359254378592814,0.7398853994524018,16.0,0.7971153846153847 weekly,ad_spend__service,ad_spend,service,13w,13,t0-beta,100,400,1.0028121570313109,0.6959471313024754,17.0,2.3849034109983758,0.7243880233266252,12.0,0.8057692307692308 weekly,ad_spend__service,ad_spend,service,13w,13,TiRex-2,100,400,1.0067785200938364,0.6986997694468319,18.0,2.4892959353229,0.7560960975390991,18.0,0.7901923076923077 weekly,ad_spend__service,ad_spend,service,13w,13,AutoTheta,100,400,1.1864300839752007,0.8233771475984563,19.0,3.315957376205105,1.0071853636114383,20.0,0.8167307692307691 weekly,ad_spend__service,ad_spend,service,13w,13,AutoETS,100,400,1.1932132199243277,0.828084613470235,20.0,3.5468630820385347,1.0773204169021273,21.0,0.8475 weekly,ad_spend__service,ad_spend,service,13w,13,Seasonal Naive,100,400,1.4409315189711795,1.0,21.0,3.292300996427473,1.0,19.0,0.6875 weekly,ad_spend__service,ad_spend,service,26w,26,Timestral-209M,100,200,1.0719475788211492,0.7255633092083938,1.0,2.3739918027394937,0.7214615264159322,4.0,0.8128846153846153 weekly,ad_spend__service,ad_spend,service,26w,26,Timestral-209M + past & calendar covariates,100,200,1.077594266941063,0.7293853521881989,2.0,2.3911313290375578,0.7266702675711367,7.0,0.8125 weekly,ad_spend__service,ad_spend,service,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0787543747513155,0.7301705880322604,3.0,2.3433573149671254,0.7121516356725359,1.0,0.7105769230769231 weekly,ad_spend__service,ad_spend,service,26w,26,TimesFM-3.0,100,200,1.0819445593595243,0.7323299108826027,4.0,2.379479481016317,0.7231292443674044,5.0,0.7838461538461539 weekly,ad_spend__service,ad_spend,service,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.0872234428528476,0.7359029999515229,5.0,2.366878358621461,0.7192997345152407,2.0,0.7951923076923078 weekly,ad_spend__service,ad_spend,service,26w,26,TimesFM-2.5,100,200,1.0934188288215045,0.740096437050551,6.0,2.4148895136366653,0.7338904340881247,8.0,0.7653846153846153 weekly,ad_spend__service,ad_spend,service,26w,26,PatchTST-FM-r2,100,200,1.096815419178354,0.7423954686338409,7.0,2.4946561168458707,0.7581316868346247,13.0,0.7734615384615385 weekly,ad_spend__service,ad_spend,service,26w,26,t0-beta + past & calendar covariates,100,200,1.0972706121154754,0.7427035725936906,8.0,2.4405724670866555,0.741695542251311,9.0,0.7855769230769231 weekly,ad_spend__service,ad_spend,service,26w,26,Chronos-2,100,200,1.09788181212415,0.7431172722088992,9.0,2.4421657750926418,0.7421797521903356,10.0,0.7309615384615386 weekly,ad_spend__service,ad_spend,service,26w,26,Toto-2.0-22M,100,200,1.10099003503281,0.745221118090845,10.0,2.4907115119164756,0.7569329123948035,12.0,0.8011538461538461 weekly,ad_spend__service,ad_spend,service,26w,26,t0-gamma,100,200,1.102557817379222,0.7462822943739542,11.0,2.370233993094644,0.7203195194893602,3.0,0.801923076923077 weekly,ad_spend__service,ad_spend,service,26w,26,t0-gamma + past & calendar covariates,100,200,1.1052503602923098,0.748104781205217,12.0,2.381645370752009,0.7237874632007457,6.0,0.7921153846153847 weekly,ad_spend__service,ad_spend,service,26w,26,t0-alpha,100,200,1.1057766638444781,0.7484610174190991,13.0,2.489468492703236,0.7565551560192705,11.0,0.7884615384615385 weekly,ad_spend__service,ad_spend,service,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.1069659427530862,0.7492659981453492,14.0,2.5279015030634016,0.7682350355737017,16.0,0.7751923076923077 weekly,ad_spend__service,ad_spend,service,26w,26,TiRex-2 + past & calendar covariates,100,200,1.1078768341820464,0.7498825482571119,15.0,2.5133635127640996,0.7638169071453512,14.0,0.8044230769230769 weekly,ad_spend__service,ad_spend,service,26w,26,t0-alpha + past & calendar covariates,100,200,1.1092731642760238,0.7508276745895466,16.0,2.632454892840109,0.8000090493227039,18.0,0.7717307692307692 weekly,ad_spend__service,ad_spend,service,26w,26,TiRex-2,100,200,1.122514770368405,0.7597904482600538,17.0,2.5379415297221097,0.7712862225871064,17.0,0.7917307692307692 weekly,ad_spend__service,ad_spend,service,26w,26,t0-beta,100,200,1.1304497366548034,0.7651613455977274,18.0,2.5211835134491563,0.7661934231991573,15.0,0.8011538461538461 weekly,ad_spend__service,ad_spend,service,26w,26,AutoTheta,100,200,1.2936268189797397,0.8756101270286757,19.0,3.525473692648873,1.0713995004964114,20.0,0.8326923076923077 weekly,ad_spend__service,ad_spend,service,26w,26,AutoETS,100,200,1.3343715359902109,0.9031887813313312,20.0,4.145820360246955,1.2599242684403813,21.0,0.8638461538461538 weekly,ad_spend__service,ad_spend,service,26w,26,Seasonal Naive,100,200,1.477400476590621,1.0,21.0,3.290531394699564,1.0,19.0,0.6828846153846153 weekly,amazon_revenue,amazon_revenue,original,1w,1,Timestral-209M + past & calendar covariates,100,5132,0.5155136557459515,0.43461412700092156,1.0,0.9041164400344474,0.40949435247435534,1.0,0.7839049103663289 weekly,amazon_revenue,amazon_revenue,original,1w,1,PatchTST-FM-r2,100,5132,0.5182564269345962,0.436926475262562,2.0,0.9570337237131239,0.4334617618202974,9.0,0.7708495713172252 weekly,amazon_revenue,amazon_revenue,original,1w,1,Timestral-209M,100,5132,0.521520825142365,0.43967859164481354,3.0,0.9172650754325387,0.4154496605517725,2.0,0.7720187061574435 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-gamma + past & calendar covariates,100,5132,0.5222632541943744,0.4403045113478179,4.0,0.9271269749999232,0.4199163332044227,3.0,0.784684333593141 weekly,amazon_revenue,amazon_revenue,original,1w,1,Chronos-2 + past & calendar covariates,100,5132,0.5245363746028459,0.4422209110995689,5.0,0.9435615165457311,0.4273599009248117,7.0,0.7640296180826188 weekly,amazon_revenue,amazon_revenue,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5132,0.5276635264444395,0.4448573191801015,6.0,0.931260249531534,0.4217883847488633,4.0,0.7739672642244739 weekly,amazon_revenue,amazon_revenue,original,1w,1,TimesFM-3.0,100,5132,0.5301347273172118,0.44694071464013013,7.0,0.942991209371847,0.42710159617938287,6.0,0.7759158222915042 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-beta + past & calendar covariates,100,5132,0.5322877532575958,0.44875586634185627,8.0,0.941231055630894,0.426304383580993,5.0,0.7718238503507404 weekly,amazon_revenue,amazon_revenue,original,1w,1,TimesFM-2.5,100,5132,0.5416764580680565,0.4566712022391436,9.0,0.9814017353334058,0.4444985737813261,12.0,0.808846453624318 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-gamma,100,5132,0.5459201884345674,0.46024896424003486,10.0,0.9536274531854974,0.43191898648484417,8.0,0.7731878409976617 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-alpha,100,5132,0.547805428679556,0.4618383538403493,11.0,0.9745268449890302,0.4413847837369873,11.0,0.7811769290724864 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-beta,100,5132,0.5509576137047735,0.4644958666484202,12.0,0.962039317830803,0.4357289062180813,10.0,0.77435697583788 weekly,amazon_revenue,amazon_revenue,original,1w,1,Chronos-2,100,5132,0.5571078847841708,0.46968097603630526,13.0,0.9923022076030934,0.44943563900444083,14.0,0.7823460639127046 weekly,amazon_revenue,amazon_revenue,original,1w,1,t0-alpha + past & calendar covariates,100,5132,0.5572549337863447,0.46980494864691186,14.0,0.9814636238107063,0.44452660444288206,13.0,0.7778643803585347 weekly,amazon_revenue,amazon_revenue,original,1w,1,TiRex-2,100,5132,0.5630330917623255,0.4746763406195852,15.0,0.9959184685696496,0.4510735236587911,15.0,0.7519485580670304 weekly,amazon_revenue,amazon_revenue,original,1w,1,TiRex-2 + past & calendar covariates,100,5132,0.5654681626267051,0.476729275951388,16.0,1.0010788295722655,0.45341076540524095,17.0,0.745128604832424 weekly,amazon_revenue,amazon_revenue,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5132,0.5681421425559077,0.4789836283620273,17.0,0.9974568071064502,0.45177027124031893,16.0,0.7585736554949337 weekly,amazon_revenue,amazon_revenue,original,1w,1,Toto-2.0-22M,100,5132,0.5721169619680502,0.48233467958936077,18.0,1.0028807459450357,0.45422689322418913,18.0,0.7755261106780982 weekly,amazon_revenue,amazon_revenue,original,1w,1,AutoETS,100,5132,0.6221595643530741,0.5245240992216111,19.0,1.2362746025106437,0.5599361381110366,19.0,0.8493764614185503 weekly,amazon_revenue,amazon_revenue,original,1w,1,AutoTheta,100,5132,0.6379166500006438,0.5378084263125934,20.0,1.2755189322741611,0.5777107639149756,20.0,0.8078721745908028 weekly,amazon_revenue,amazon_revenue,original,1w,1,Seasonal Naive,100,5132,1.186141047239494,1.0,21.0,2.2078850039600186,1.0,21.0,0.5606001558846454 weekly,amazon_revenue,amazon_revenue,original,4w,4,Timestral-209M + past & calendar covariates,100,1284,0.6631028741051557,0.5500617292178817,1.0,1.1273513225172074,0.5077530395146019,1.0,0.80101246105919 weekly,amazon_revenue,amazon_revenue,original,4w,4,Chronos-2 + past & calendar covariates,100,1284,0.6699237950246975,0.5557198671967356,2.0,1.1753537250183572,0.5293730662863274,4.0,0.7158618899273105 weekly,amazon_revenue,amazon_revenue,original,4w,4,PatchTST-FM-r2,100,1284,0.6804614887092209,0.5644611684886345,3.0,1.2076105741329382,0.543901379560065,7.0,0.7692107995846313 weekly,amazon_revenue,amazon_revenue,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1284,0.6852182386768874,0.5684070209571563,4.0,1.1677112210883747,0.5259309231651517,3.0,0.7649922118380063 weekly,amazon_revenue,amazon_revenue,original,4w,4,Timestral-209M,100,1284,0.6934086478593388,0.5752011864084536,5.0,1.1607312709726418,0.5227871907579282,2.0,0.7783618899273105 weekly,amazon_revenue,amazon_revenue,original,4w,4,TimesFM-3.0,100,1284,0.6993522583014173,0.5801315716702867,6.0,1.1928433288117968,0.5372502908113286,5.0,0.7667445482866043 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-gamma + past & calendar covariates,100,1284,0.707516755998792,0.5869042428454401,7.0,1.2064074696430729,0.5433595076968921,6.0,0.7809579439252337 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-beta + past & calendar covariates,100,1284,0.7112896042006643,0.5900339222466929,8.0,1.2179223745050232,0.5485457596013312,8.0,0.7633696780893042 weekly,amazon_revenue,amazon_revenue,original,4w,4,TimesFM-2.5,100,1284,0.7146492598701047,0.5928208472914727,9.0,1.2743934608945588,0.5739800365532179,12.0,0.7675233644859814 weekly,amazon_revenue,amazon_revenue,original,4w,4,Chronos-2,100,1284,0.7498921942909268,0.622055812494105,10.0,1.2754415561335857,0.574452093074275,13.0,0.7544781931464174 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-gamma,100,1284,0.7541941176666743,0.6256243740302314,11.0,1.254645522136515,0.5650856699717728,9.0,0.7782320872274143 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-alpha,100,1284,0.7553546045111295,0.6265870291857486,12.0,1.2741967878971612,0.5738914560812527,11.0,0.7692757009345794 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-beta,100,1284,0.759877764643103,0.6303391125816776,13.0,1.2587025412905044,0.5669129298202887,10.0,0.7699896157840083 weekly,amazon_revenue,amazon_revenue,original,4w,4,Toto-2.0-22M,100,1284,0.7775574791451597,0.6450049128833327,14.0,1.3079521425583394,0.5890946882829384,14.0,0.7658359293873312 weekly,amazon_revenue,amazon_revenue,original,4w,4,TiRex-2,100,1284,0.7784465815922625,0.6457424473573994,15.0,1.3092655007544725,0.5896862178289978,15.0,0.7377336448598131 weekly,amazon_revenue,amazon_revenue,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1284,0.7823932911768463,0.649016349467606,16.0,1.320144886410461,0.5945862352632661,18.0,0.7449376947040498 weekly,amazon_revenue,amazon_revenue,original,4w,4,TiRex-2 + past & calendar covariates,100,1284,0.7825270008802395,0.6491272652749925,17.0,1.3175097712311932,0.5933993934021533,16.0,0.7394859813084113 weekly,amazon_revenue,amazon_revenue,original,4w,4,t0-alpha + past & calendar covariates,100,1284,0.7879944383310845,0.6536626521901236,18.0,1.317845491680779,0.5935506001070195,17.0,0.7323468328141226 weekly,amazon_revenue,amazon_revenue,original,4w,4,AutoETS,100,1284,0.8887499486488925,0.7372420670862424,19.0,1.6371636784988863,0.737369813062891,19.0,0.8382009345794392 weekly,amazon_revenue,amazon_revenue,original,4w,4,AutoTheta,100,1284,0.9239047271279931,0.7664039045561537,20.0,1.6874299488801583,0.7600094738867812,20.0,0.768107476635514 weekly,amazon_revenue,amazon_revenue,original,4w,4,Seasonal Naive,100,1284,1.2055062893541135,1.0,21.0,2.22027488716744,1.0,21.0,0.5597092419522326 weekly,amazon_revenue,amazon_revenue,original,13w,13,Chronos-2 + past & calendar covariates,100,397,0.8905317930347441,0.7181180074546921,1.0,1.3510052340898877,0.5998933605142639,1.0,0.6907129813930821 weekly,amazon_revenue,amazon_revenue,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,397,0.9021352848081075,0.7274749742210427,2.0,1.36411296300752,0.6057136485121898,2.0,0.7839824323451527 weekly,amazon_revenue,amazon_revenue,original,13w,13,TimesFM-3.0,100,397,0.9592394118048435,0.7735233042380889,3.0,1.4859072080904263,0.6597945337156451,4.0,0.7538332364528839 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-beta + past & calendar covariates,100,397,0.9605987153831591,0.7746194362176778,4.0,1.5170824286570914,0.673637417043265,6.0,0.7656591099916038 weekly,amazon_revenue,amazon_revenue,original,13w,13,PatchTST-FM-r2,100,397,0.9633176598283166,0.7768119721637362,5.0,1.517596141898512,0.6738655236078884,7.0,0.7567784021184525 weekly,amazon_revenue,amazon_revenue,original,13w,13,Timestral-209M + past & calendar covariates,100,397,0.9701678702447847,0.7823359293019262,6.0,1.4588873738394987,0.6477967865860815,3.0,0.7927404249822386 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-gamma + past & calendar covariates,100,397,0.9887273849468424,0.7973021796047357,7.0,1.500631196788718,0.6663324973278605,5.0,0.7699928954337015 weekly,amazon_revenue,amazon_revenue,original,13w,13,Timestral-209M,100,397,0.9934051062863639,0.8010742582144372,8.0,1.523886225546485,0.6766585397430481,8.0,0.7787896402505974 weekly,amazon_revenue,amazon_revenue,original,13w,13,TimesFM-2.5,100,397,0.9960996625076997,0.8032471276838653,9.0,1.5995285438830558,0.7102463626463279,13.0,0.7267842149454241 weekly,amazon_revenue,amazon_revenue,original,13w,13,Chronos-2,100,397,1.0155736824721298,0.818950828015925,10.0,1.5568862573412459,0.6913117027885435,9.0,0.7429186262939411 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-gamma,100,397,1.0201754034505175,0.8226616205173369,11.0,1.557328295196852,0.691507982986416,10.0,0.7739526636252078 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-alpha + past & calendar covariates,100,397,1.0216592744928505,0.8238582027444673,12.0,1.5864040569204674,0.7044186334929936,11.0,0.7422140412064846 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-beta,100,397,1.034286891799613,0.834041016485828,13.0,1.5970888612945162,0.7091630586370632,12.0,0.7667482811059638 weekly,amazon_revenue,amazon_revenue,original,13w,13,t0-alpha,100,397,1.0345233622456549,0.8342317044397692,14.0,1.6336659484483878,0.7254045588007104,17.0,0.7685590647807272 weekly,amazon_revenue,amazon_revenue,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,397,1.0447029983061158,0.8424404848803199,15.0,1.621644666745751,0.7200666911919728,16.0,0.7491829748756701 weekly,amazon_revenue,amazon_revenue,original,13w,13,TiRex-2,100,397,1.0474150815782475,0.8446274880290761,16.0,1.6059976952942487,0.7131188911027779,15.0,0.7391074081250404 weekly,amazon_revenue,amazon_revenue,original,13w,13,TiRex-2 + past & calendar covariates,100,397,1.051777088295923,0.8481449767892767,17.0,1.6027018952305452,0.7116554411279671,14.0,0.7440289349609248 weekly,amazon_revenue,amazon_revenue,original,13w,13,Toto-2.0-22M,100,397,1.070542217687254,0.8632770332004356,18.0,1.6352962071170227,0.7261284504086462,18.0,0.7624362203707292 weekly,amazon_revenue,amazon_revenue,original,13w,13,Seasonal Naive,100,397,1.240091160213567,1.0,19.0,2.2520756571330054,1.0,19.0,0.5549764257572822 weekly,amazon_revenue,amazon_revenue,original,13w,13,AutoTheta,100,397,1.4098609144212235,1.1369010276457572,20.0,2.5128986945430487,1.1158145094210925,20.0,0.7052121681844603 weekly,amazon_revenue,amazon_revenue,original,13w,13,AutoETS,100,397,1.5650499448891781,1.2620442715031106,21.0,2.915507729678073,1.2945869382512871,21.0,0.7992637085836078 weekly,amazon_revenue,amazon_revenue,original,26w,26,Chronos-2 + past & calendar covariates,100,199,1.0085006979033146,0.7716216775501639,1.0,1.4358932572918761,0.6270499977251026,2.0,0.6806168720344865 weekly,amazon_revenue,amazon_revenue,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,199,1.0232675351083034,0.7829200452358905,2.0,1.4033320600688315,0.6128306269320782,1.0,0.759517334761979 weekly,amazon_revenue,amazon_revenue,original,26w,26,Timestral-209M + past & calendar covariates,100,199,1.0751933034267196,0.82264936673387,3.0,1.5520628587868217,0.6777808915315944,3.0,0.782618671404707 weekly,amazon_revenue,amazon_revenue,original,26w,26,t0-beta + past & calendar covariates,100,199,1.0854436791739732,0.8304921100716377,4.0,1.6226252357685156,0.708595256109988,7.0,0.7568606640942002 weekly,amazon_revenue,amazon_revenue,original,26w,26,TimesFM-3.0,100,199,1.0942562653108363,0.8372347752107089,5.0,1.5911046605401111,0.6948303216171956,4.0,0.7422150676911322 weekly,amazon_revenue,amazon_revenue,original,26w,26,PatchTST-FM-r2,100,199,1.1058468862063404,0.8461029637581543,6.0,1.5985083755423717,0.6980635003035282,5.0,0.7327901314941782 weekly,amazon_revenue,amazon_revenue,original,26w,26,t0-alpha,100,199,1.1114520817458524,0.8503915977612708,7.0,1.6198184630300736,0.7073695474228573,6.0,0.7571720500839781 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weekly,amazon_revenue__service,amazon_revenue,service,26w,26,t0-alpha + past & calendar covariates,100,200,0.9580113460707835,0.7588267119155885,18.0,1.9958102711826748,0.7328317025772999,18.0,0.7007886904761905 weekly,amazon_revenue__service,amazon_revenue,service,26w,26,AutoTheta,100,200,0.9599481507983385,0.7603608264843364,19.0,2.137941960537439,0.7850203346351545,19.0,0.8563484432234432 weekly,amazon_revenue__service,amazon_revenue,service,26w,26,AutoETS,100,200,1.004399967991399,0.7955704577873782,20.0,3.7211962409386166,1.3663676433809142,21.0,0.900625 weekly,amazon_revenue__service,amazon_revenue,service,26w,26,Seasonal Naive,100,200,1.262490277460544,1.0,21.0,2.7234223958428636,1.0,20.0,0.5978388278388278 weekly,app_dau,app_dau,original,1w,1,Timestral-209M + past & calendar covariates,95,4734,0.3146278698681236,0.2984040998225972,1.0,0.0938322875834327,0.14889749423065046,1.0,0.8046049852133502 weekly,app_dau,app_dau,original,1w,1,TimesFM-3.0 + past & calendar 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weekly,app_dau,app_dau,original,1w,1,TiRex-2,95,4734,0.3208537786621554,0.30430896994754636,8.0,0.09759013104828676,0.15486061726684708,10.0,0.7938318546683566 weekly,app_dau,app_dau,original,1w,1,TiRex-2 + past & calendar covariates,95,4734,0.3210444820079943,0.3044898396850939,9.0,0.09807563350130187,0.1556310354305576,11.0,0.7887621461765948 weekly,app_dau,app_dau,original,1w,1,t0-beta,95,4734,0.3223128743940976,0.3056928274825692,10.0,0.09700977474295486,0.15393968054186272,6.0,0.789395859738065 weekly,app_dau,app_dau,original,1w,1,TimesFM-2.5,95,4734,0.32237521068348557,0.30575194940437767,11.0,0.09748720540236486,0.15469729000323096,9.0,0.8388255175327418 weekly,app_dau,app_dau,original,1w,1,Chronos-2,95,4734,0.32306203828532,0.3064033607759914,12.0,0.09913049218977155,0.1573049348901749,14.0,0.7600337980566118 weekly,app_dau,app_dau,original,1w,1,Toto-2.0-22M + past & calendar 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weekly,app_dau,app_dau,original,1w,1,AutoETS,95,4734,0.33040347875168913,0.3133662402395504,19.0,0.10244193700704374,0.162559691523242,18.0,0.7942543303760033 weekly,app_dau,app_dau,original,1w,1,t0-alpha + past & calendar covariates,95,4734,0.33234122562244484,0.3152040672918528,20.0,0.10428197495919245,0.1654795504270402,20.0,0.7976341360371778 weekly,app_dau,app_dau,original,1w,1,Seasonal Naive,95,4734,1.0543684555780952,1.0,21.0,0.6301804343200115,1.0,21.0,0.5344317701732151 weekly,app_dau,app_dau,original,4w,4,TimesFM-3.0 + past & calendar covariates,95,1193,0.4126615611060683,0.3883813469447643,1.0,0.1364216168564383,0.21555747703146652,3.0,0.7965213746856664 weekly,app_dau,app_dau,original,4w,4,Timestral-209M,95,1193,0.41339127690981947,0.3890681276712951,2.0,0.13486063059776013,0.2130909891877141,2.0,0.7963816708577816 weekly,app_dau,app_dau,original,4w,4,Timestral-209M + past & calendar covariates,95,1193,0.4154095754012776,0.39096767335359245,3.0,0.13423344940106555,0.21209999084363693,1.0,0.8019698239731768 weekly,app_dau,app_dau,original,4w,4,TimesFM-3.0,95,1193,0.41616802500663924,0.3916814972400008,4.0,0.13696848882563079,0.21642158013077528,6.0,0.7870913663034367 weekly,app_dau,app_dau,original,4w,4,TimesFM-2.5,95,1193,0.4195293879107002,0.39484508400284396,5.0,0.13845420731007627,0.21876913864434355,8.0,0.8016205644034647 weekly,app_dau,app_dau,original,4w,4,TiRex-2 + past & calendar covariates,95,1193,0.4209587586026829,0.3961903532669539,6.0,0.14091107787301912,0.22265119804331812,12.0,0.7801061749091924 weekly,app_dau,app_dau,original,4w,4,Chronos-2,95,1193,0.42209773948717,0.3972623187024448,7.0,0.13643870134517974,0.21558447194161592,4.0,0.7460882928192233 weekly,app_dau,app_dau,original,4w,4,t0-gamma + past & calendar covariates,95,1193,0.4221947489324483,0.3973536202981703,8.0,0.1386798727991458,0.21912570884632326,9.0,0.7867421067337246 weekly,app_dau,app_dau,original,4w,4,t0-beta + past & calendar covariates,95,1193,0.42232707174384737,0.3974781574893372,9.0,0.1420463863833092,0.2244450797152236,14.0,0.7768231349538978 weekly,app_dau,app_dau,original,4w,4,TiRex-2,95,1193,0.42279734116501927,0.39792075716043845,10.0,0.14103452797382246,0.2228462594484065,13.0,0.7811539536183291 weekly,app_dau,app_dau,original,4w,4,t0-beta,95,1193,0.42385261639109606,0.3989139420177889,11.0,0.1381495537122716,0.21828776067489436,7.0,0.7854149203688181 weekly,app_dau,app_dau,original,4w,4,t0-gamma,95,1193,0.42433393721057416,0.39936694284413293,12.0,0.13995681781080457,0.22114338794560226,11.0,0.7901648505169041 weekly,app_dau,app_dau,original,4w,4,PatchTST-FM-r2,95,1193,0.4244984030405515,0.39952173182036266,13.0,0.13915553562483413,0.2198772955888476,10.0,0.762503492595697 weekly,app_dau,app_dau,original,4w,4,Chronos-2 + past & calendar covariates,95,1193,0.42765585054245703,0.40249340117190247,14.0,0.13668966660089737,0.21598101787466975,5.0,0.7546800782341436 weekly,app_dau,app_dau,original,4w,4,Toto-2.0-22M + past & calendar covariates,95,1193,0.42787040659069697,0.4026953331540992,15.0,0.1437415127353228,0.22712352003948783,16.0,0.7615255658005029 weekly,app_dau,app_dau,original,4w,4,t0-alpha,95,1193,0.4283743353598952,0.4031696117217973,16.0,0.14694481689522024,0.23218500647237866,17.0,0.7764040234702431 weekly,app_dau,app_dau,original,4w,4,Toto-2.0-22M,95,1193,0.42845647960961125,0.403246922761534,17.0,0.14358475247544808,0.22687582581846896,15.0,0.7961022632020117 weekly,app_dau,app_dau,original,4w,4,AutoTheta,95,1193,0.4308033187900412,0.40545567842929015,18.0,0.154468793852541,0.24407351452216733,20.0,0.8343112601285275 weekly,app_dau,app_dau,original,4w,4,AutoETS,95,1193,0.4355812257346746,0.40995246250038153,19.0,0.1521383237033464,0.24039117826759723,18.0,0.7929589270746018 weekly,app_dau,app_dau,original,4w,4,t0-alpha + past & calendar covariates,95,1193,0.43919999064427834,0.41335830622883846,20.0,0.15386948123377023,0.24312655084418003,19.0,0.7504889633975971 weekly,app_dau,app_dau,original,4w,4,Seasonal Naive,95,1193,1.0625164270949323,1.0,21.0,0.6328781480241756,1.0,21.0,0.530804694048617 weekly,app_dau,app_dau,original,13w,13,TimesFM-2.5,95,370,0.5716563983891104,0.5278188940619271,1.0,0.2225631347086699,0.3458352198481538,5.0,0.7357991032991033 weekly,app_dau,app_dau,original,13w,13,TimesFM-3.0,95,370,0.5772085450554036,0.5329452740365597,2.0,0.23062025601821118,0.35835497664918836,14.0,0.7472986772986773 weekly,app_dau,app_dau,original,13w,13,TimesFM-3.0 + past & calendar covariates,95,370,0.5779987186429292,0.5336748531163354,3.0,0.22691103824580844,0.3525913170679972,11.0,0.7742115692115693 weekly,app_dau,app_dau,original,13w,13,Timestral-209M + past & calendar covariates,95,370,0.5789549956276182,0.5345577979445535,4.0,0.21071503652576692,0.3274247600690431,1.0,0.777463999964 weekly,app_dau,app_dau,original,13w,13,Timestral-209M,95,370,0.5790727362325663,0.5346665096043285,5.0,0.21493149702282136,0.33397661127696493,2.0,0.776561599061599 weekly,app_dau,app_dau,original,13w,13,t0-gamma,95,370,0.5846185800942016,0.5397870701052468,6.0,0.22314976893442248,0.3467467759182961,6.0,0.7659662034662035 weekly,app_dau,app_dau,original,13w,13,Chronos-2,95,370,0.585051392823761,0.5401866925653394,7.0,0.216811307345391,0.3368976009414468,3.0,0.7136502236502237 weekly,app_dau,app_dau,original,13w,13,TiRex-2,95,370,0.5867326864961177,0.5417390561341499,8.0,0.22574713070892038,0.3507827506159228,10.0,0.7481995406995408 weekly,app_dau,app_dau,original,13w,13,t0-gamma + past & calendar covariates,95,370,0.5884873793134597,0.5433591902302218,9.0,0.2233176835543135,0.34700769419463934,7.0,0.7496817746817748 weekly,app_dau,app_dau,original,13w,13,TiRex-2 + past & calendar covariates,95,370,0.5904600050787995,0.5451805450734347,10.0,0.22460366588895964,0.3490059495840835,9.0,0.7576755151755152 weekly,app_dau,app_dau,original,13w,13,t0-beta + past & calendar covariates,95,370,0.5924818498551455,0.5470473445649179,11.0,0.23031018348035462,0.35787316278347847,12.0,0.745567113067113 weekly,app_dau,app_dau,original,13w,13,t0-beta,95,370,0.5929886731697297,0.5475153021039963,12.0,0.22104754885151803,0.3434801893585223,4.0,0.7570986295986295 weekly,app_dau,app_dau,original,13w,13,t0-alpha,95,370,0.594409727575361,0.5488273828694628,13.0,0.249270027574296,0.3873343844682731,18.0,0.73494347994348 weekly,app_dau,app_dau,original,13w,13,Toto-2.0-22M,95,370,0.5979296112255057,0.552077344036138,14.0,0.23032159918698938,0.35789090136097884,13.0,0.7648118248118247 weekly,app_dau,app_dau,original,13w,13,t0-alpha + past & calendar covariates,95,370,0.5982343786109198,0.552358740316786,15.0,0.2427169614036135,0.3771517408656658,17.0,0.6991729666729667 weekly,app_dau,app_dau,original,13w,13,Toto-2.0-22M + past & calendar covariates,95,370,0.5984050933769907,0.5525163638110415,16.0,0.23322509599610117,0.36240257153772204,15.0,0.7207996132996133 weekly,app_dau,app_dau,original,13w,13,Chronos-2 + past & calendar covariates,95,370,0.6005090036803421,0.5544589356297944,17.0,0.22336649758286053,0.3470835450776543,8.0,0.7171055146055146 weekly,app_dau,app_dau,original,13w,13,PatchTST-FM-r2,95,370,0.6019720380441278,0.5558097771178702,18.0,0.23588166678954472,0.36653054963074877,16.0,0.7171403596403596 weekly,app_dau,app_dau,original,13w,13,AutoTheta,95,370,0.6267124972125323,0.5786530127287186,19.0,0.27960696129394097,0.43447417766082286,19.0,0.8318656418656418 weekly,app_dau,app_dau,original,13w,13,AutoETS,95,370,0.6780437444327019,0.626047920255193,20.0,0.29876328604696367,0.4642407056669822,20.0,0.7968372468372469 weekly,app_dau,app_dau,original,13w,13,Seasonal Naive,95,370,1.0830540642261284,1.0,21.0,0.6435525416017227,1.0,21.0,0.5270794295794295 weekly,app_dau,app_dau,original,26w,26,Timestral-209M,95,185,0.6794779286421003,0.6161385248137382,1.0,0.3018723132413795,0.46859468142277105,6.0,0.7875278777786517 weekly,app_dau,app_dau,original,26w,26,TimesFM-2.5,95,185,0.6856567743672184,0.6217413924414389,2.0,0.3029088117734328,0.4702036322212311,8.0,0.7069669148337878 weekly,app_dau,app_dau,original,26w,26,TiRex-2 + past & calendar covariates,95,185,0.6895233386647136,0.6252475243140623,3.0,0.30317375449328543,0.47061490130408123,9.0,0.7543090081758813 weekly,app_dau,app_dau,original,26w,26,TiRex-2,95,185,0.690798239348812,0.6264035816246422,4.0,0.3081797126524155,0.47838562179051947,11.0,0.7398615097283828 weekly,app_dau,app_dau,original,26w,26,Toto-2.0-22M,95,185,0.6926661694668286,0.6280973874994995,5.0,0.29606295129578303,0.45957684179072233,5.0,0.7665135116466386 weekly,app_dau,app_dau,original,26w,26,Chronos-2,95,185,0.69479200002763,0.630025052918086,6.0,0.2940062447573632,0.4563842278845231,3.0,0.7127006411898053 weekly,app_dau,app_dau,original,26w,26,TimesFM-3.0,95,185,0.6957861013270944,0.6309264863309291,7.0,0.3297132270336091,0.5118119741546054,17.0,0.7245935291662845 weekly,app_dau,app_dau,original,26w,26,t0-gamma,95,185,0.6965997388379614,0.6316642783835431,8.0,0.31708479569404846,0.49220893173945357,14.0,0.762661520175452 weekly,app_dau,app_dau,original,26w,26,TimesFM-3.0 + past & calendar covariates,95,185,0.6968308595542001,0.6318738545465861,9.0,0.33272249425208467,0.5164832426072044,18.0,0.7521381481226682 weekly,app_dau,app_dau,original,26w,26,Timestral-209M + past & calendar covariates,95,185,0.6969776417965284,0.632006954078513,10.0,0.3019780973999815,0.46875888957279127,7.0,0.7665510438018178 weekly,app_dau,app_dau,original,26w,26,t0-beta,95,185,0.7014827291338854,0.6360920873097622,11.0,0.2939522528118115,0.4563004164933639,2.0,0.7550123090308848 weekly,app_dau,app_dau,original,26w,26,t0-beta + past & calendar covariates,95,185,0.7019286921255411,0.6364964786346569,12.0,0.2934505194353795,0.4555215786159719,1.0,0.7450021966987912 weekly,app_dau,app_dau,original,26w,26,t0-alpha + past & calendar covariates,95,185,0.7075030030825528,0.6415511648652604,13.0,0.29404155704560503,0.4564390429494799,4.0,0.6659485668990313 weekly,app_dau,app_dau,original,26w,26,t0-alpha,95,185,0.7091807878003906,0.6430725502663573,14.0,0.3174448885362951,0.4927679018181711,16.0,0.7100761754074448 weekly,app_dau,app_dau,original,26w,26,t0-gamma + past & calendar covariates,95,185,0.7115405790421748,0.6452123670776068,15.0,0.3137539287013392,0.4870384457795101,12.0,0.7343547334878605 weekly,app_dau,app_dau,original,26w,26,Chronos-2 + past & calendar covariates,95,185,0.7152606644004363,0.6485856744481655,16.0,0.31710399694804653,0.4922387377372396,15.0,0.7126594325263056 weekly,app_dau,app_dau,original,26w,26,Toto-2.0-22M + past & calendar covariates,95,185,0.716633881121176,0.6498308829956411,17.0,0.3147386505110875,0.4885670238653052,13.0,0.6959153028379035 weekly,app_dau,app_dau,original,26w,26,PatchTST-FM-r2,95,185,0.7222573421531374,0.6549301376417846,18.0,0.3044350894314154,0.47257286438176105,10.0,0.7112362020504436 weekly,app_dau,app_dau,original,26w,26,AutoTheta,95,185,0.7313633918764517,0.663187341896551,19.0,0.3606216048581692,0.55979087392344,19.0,0.8445747207635752 weekly,app_dau,app_dau,original,26w,26,AutoETS,95,185,0.776004187623878,0.7036668230966214,20.0,0.46691764479961906,0.7247936144465086,20.0,0.820499769719584 weekly,app_dau,app_dau,original,26w,26,Seasonal Naive,95,185,1.1028005899282307,1.0,21.0,0.6442077240928543,1.0,21.0,0.5221294718260663 weekly,app_dau__company,app_dau,company,1w,1,Timestral-209M + past & calendar covariates,96,4902,0.35867380620139194,0.3130244917021872,1.0,0.21088607261241743,0.22358420269152132,2.0,0.8113015095879232 weekly,app_dau__company,app_dau,company,1w,1,TimesFM-3.0 + past & calendar covariates,96,4902,0.3595844676716454,0.3138192510041219,2.0,0.20908335651970822,0.22167293925304696,1.0,0.7978376172990616 weekly,app_dau__company,app_dau,company,1w,1,Timestral-209M,96,4902,0.3618752104976902,0.3158184452478757,3.0,0.21244755351886818,0.2252397053957159,4.0,0.8000815993472052 weekly,app_dau__company,app_dau,company,1w,1,TimesFM-3.0,96,4902,0.36274958912093075,0.3165815395116967,4.0,0.21106427940383685,0.2237731398881799,3.0,0.7878416972664218 weekly,app_dau__company,app_dau,company,1w,1,t0-gamma + past & calendar covariates,96,4902,0.36389912028568894,0.31758476696327764,5.0,0.21265975300082962,0.2254646820923662,5.0,0.80640554875561 weekly,app_dau__company,app_dau,company,1w,1,t0-gamma,96,4902,0.36822093627759306,0.32135653459923536,6.0,0.21683171281505642,0.22988784905246845,8.0,0.7976336189310486 weekly,app_dau__company,app_dau,company,1w,1,Chronos-2 + past & calendar covariates,96,4902,0.3695122038099979,0.3224834592756239,7.0,0.21549144001136825,0.2284668741038169,6.0,0.7721338229294166 weekly,app_dau__company,app_dau,company,1w,1,Chronos-2,96,4902,0.3706669504856922,0.323491238446989,8.0,0.21755709702668197,0.23065691098525615,9.0,0.7613219094247246 weekly,app_dau__company,app_dau,company,1w,1,t0-beta + past & calendar covariates,96,4902,0.37119781844118865,0.32395454150692016,9.0,0.21938366313243932,0.2325934605229285,10.0,0.7911056711546308 weekly,app_dau__company,app_dau,company,1w,1,PatchTST-FM-r2,96,4902,0.37170773733336915,0.3243995617433422,10.0,0.2165364746843067,0.22957483368236797,7.0,0.7794777641778866 weekly,app_dau__company,app_dau,company,1w,1,TimesFM-2.5,96,4902,0.3733592162081607,0.3258408527615334,11.0,0.22138063421599413,0.23471067567129547,11.0,0.8347613219094248 weekly,app_dau__company,app_dau,company,1w,1,t0-beta,96,4902,0.3735228426197849,0.32598365402954393,12.0,0.22314601315630658,0.23658235376709646,12.0,0.7843737250102 weekly,app_dau__company,app_dau,company,1w,1,Toto-2.0-22M + past & calendar covariates,96,4902,0.373647148352746,0.3260921390602405,13.0,0.22809116706521956,0.24182527133018863,16.0,0.7733578131374949 weekly,app_dau__company,app_dau,company,1w,1,TiRex-2 + past & calendar covariates,96,4902,0.3739267978650668,0.3263361968780557,14.0,0.22463891241214606,0.23816514529847038,13.0,0.7782537739698082 weekly,app_dau__company,app_dau,company,1w,1,TiRex-2,96,4902,0.3742928288656348,0.3266556421955532,15.0,0.22568350130113507,0.2392726322509837,14.0,0.7841697266421869 weekly,app_dau__company,app_dau,company,1w,1,Toto-2.0-22M,96,4902,0.3777498320139486,0.32967266388658295,16.0,0.2277082302266824,0.241419276630468,15.0,0.7937576499388005 weekly,app_dau__company,app_dau,company,1w,1,t0-alpha,96,4902,0.3824155547424595,0.3337445683866161,17.0,0.2324917716473676,0.24649085049656874,17.0,0.8013055895552835 weekly,app_dau__company,app_dau,company,1w,1,AutoTheta,96,4902,0.3857457107337883,0.3366508870763321,18.0,0.23853561470002813,0.252898612817627,18.0,0.8306813545491636 weekly,app_dau__company,app_dau,company,1w,1,AutoETS,96,4902,0.38909661106073506,0.3395753099180666,19.0,0.2397148422117888,0.2541488454183046,19.0,0.8121175030599755 weekly,app_dau__company,app_dau,company,1w,1,t0-alpha + past & calendar covariates,96,4902,0.39457672781524294,0.3443579584747479,20.0,0.2402900677604152,0.2547587071510602,20.0,0.7949816401468788 weekly,app_dau__company,app_dau,company,1w,1,Seasonal Naive,96,4902,1.1458330440885618,1.0,21.0,0.9432064970322457,1.0,21.0,0.5709914320685434 weekly,app_dau__company,app_dau,company,4w,4,Timestral-209M + past & calendar covariates,96,1229,0.47252031910784453,0.40652643587321396,1.0,0.289705369043773,0.3052397632783831,2.0,0.8081095741795498 weekly,app_dau__company,app_dau,company,4w,4,TimesFM-3.0 + past & calendar covariates,96,1229,0.47372247254475663,0.4075606922476347,2.0,0.2852868356807215,0.3005843021724079,1.0,0.7935991320857065 weekly,app_dau__company,app_dau,company,4w,4,TimesFM-3.0,96,1229,0.47891857250507713,0.412031086243174,3.0,0.29312198170340736,0.3088395793359279,4.0,0.7756983997830215 weekly,app_dau__company,app_dau,company,4w,4,Timestral-209M,96,1229,0.4794213736311245,0.41246366435983794,4.0,0.2950925596725296,0.3109158223644981,5.0,0.7885815025766205 weekly,app_dau__company,app_dau,company,4w,4,Chronos-2 + past & calendar covariates,96,1229,0.48251021749688033,0.4151211092081048,5.0,0.2908783567925305,0.30647564821880025,3.0,0.7294548413344182 weekly,app_dau__company,app_dau,company,4w,4,t0-gamma + past & calendar covariates,96,1229,0.48571965079396606,0.41788230153503053,6.0,0.295623246838324,0.31147496569482924,6.0,0.792175210197993 weekly,app_dau__company,app_dau,company,4w,4,TimesFM-2.5,96,1229,0.4891004348508442,0.4207909131598059,7.0,0.3044022281032917,0.32072468782455343,9.0,0.7961757526444264 weekly,app_dau__company,app_dau,company,4w,4,t0-gamma,96,1229,0.48944674509882063,0.421088856475941,8.0,0.3025266303627197,0.3187485179930197,8.0,0.7970572280987253 weekly,app_dau__company,app_dau,company,4w,4,t0-beta + past & calendar covariates,96,1229,0.49261879693153743,0.42381788816794147,9.0,0.30694724458811484,0.32340617153999546,11.0,0.7706129644697587 weekly,app_dau__company,app_dau,company,4w,4,PatchTST-FM-r2,96,1229,0.4928042361177116,0.4239774282519932,10.0,0.30513320335581784,0.321494858960076,10.0,0.7552210469216165 weekly,app_dau__company,app_dau,company,4w,4,Chronos-2,96,1229,0.49347836158040304,0.4245574029337101,11.0,0.30187444242917777,0.31806135885922643,7.0,0.7393544887442365 weekly,app_dau__company,app_dau,company,4w,4,t0-beta,96,1229,0.49615783206897746,0.4268626489595408,12.0,0.31241372602949385,0.32916577311948875,12.0,0.7826823976132357 weekly,app_dau__company,app_dau,company,4w,4,TiRex-2 + past & calendar covariates,96,1229,0.5029315625302957,0.43269033591955286,13.0,0.3190466063337558,0.33615431744854074,13.0,0.7719012747491185 weekly,app_dau__company,app_dau,company,4w,4,Toto-2.0-22M + past & calendar covariates,96,1229,0.5046652949679082,0.4341819290640575,14.0,0.3252378687229224,0.342677563711809,16.0,0.7569839978302143 weekly,app_dau__company,app_dau,company,4w,4,TiRex-2,96,1229,0.5047217842196847,0.4342305288242396,15.0,0.31927249060038915,0.3363923139354648,14.0,0.7745457011120152 weekly,app_dau__company,app_dau,company,4w,4,t0-alpha,96,1229,0.5083228795708079,0.4373286822773985,16.0,0.32533598891374,0.34278094524014197,17.0,0.7832248440466504 weekly,app_dau__company,app_dau,company,4w,4,Toto-2.0-22M,96,1229,0.5101330991877379,0.43888608012731056,17.0,0.32475569933788234,0.3421695397513437,15.0,0.7830214266341199 weekly,app_dau__company,app_dau,company,4w,4,t0-alpha + past & calendar covariates,96,1229,0.5214121570725858,0.4485898643171465,18.0,0.33911357958838856,0.35729730898568496,19.0,0.7603064822348793 weekly,app_dau__company,app_dau,company,4w,4,AutoTheta,96,1229,0.5239355653878669,0.4507608443727786,19.0,0.33741323445517796,0.35550578904366303,18.0,0.8179414157851912 weekly,app_dau__company,app_dau,company,4w,4,AutoETS,96,1229,0.5334576026631553,0.4589529997558181,20.0,0.3450767383099401,0.36358022035376114,20.0,0.803837808516409 weekly,app_dau__company,app_dau,company,4w,4,Seasonal Naive,96,1229,1.1623360190411147,1.0,21.0,0.9491075668917928,1.0,21.0,0.5689585028478438 weekly,app_dau__company,app_dau,company,13w,13,Timestral-209M + past & calendar covariates,96,379,0.6397553021541469,0.5295166132212928,1.0,0.4274008044289289,0.44350775946097026,2.0,0.7898665977821651 weekly,app_dau__company,app_dau,company,13w,13,TimesFM-3.0 + past & calendar covariates,96,379,0.6436126219176077,0.5327092634273668,2.0,0.42268313118535683,0.43861229677478913,1.0,0.780674668339576 weekly,app_dau__company,app_dau,company,13w,13,Timestral-209M,96,379,0.6512079270126251,0.5389957923810994,3.0,0.4487974875029054,0.4657107943446207,5.0,0.7778396405705112 weekly,app_dau__company,app_dau,company,13w,13,TimesFM-3.0,96,379,0.6541147210950671,0.5414017056305617,4.0,0.44706381266252543,0.46391178452497817,4.0,0.7440545602155101 weekly,app_dau__company,app_dau,company,13w,13,t0-gamma + past & calendar covariates,96,379,0.6584250206097402,0.5449692809101944,5.0,0.45508759237075913,0.47223794704954797,7.0,0.7620758529069875 weekly,app_dau__company,app_dau,company,13w,13,Chronos-2,96,379,0.6585541293280998,0.5450761424102912,6.0,0.4459383669259142,0.4627439254290968,3.0,0.7136602989505364 weekly,app_dau__company,app_dau,company,13w,13,Chronos-2 + past & calendar covariates,96,379,0.66002484371344,0.5462934323611817,7.0,0.46191428834437087,0.47932191274264774,8.0,0.7065072277473332 weekly,app_dau__company,app_dau,company,13w,13,t0-gamma,96,379,0.6638170215199664,0.5494321654706745,8.0,0.45415292461847806,0.4712680555651169,6.0,0.7704734579404765 weekly,app_dau__company,app_dau,company,13w,13,TimesFM-2.5,96,379,0.6676503511753343,0.5526049593961591,9.0,0.46956390383435664,0.4872598103589955,10.0,0.7417850619037955 weekly,app_dau__company,app_dau,company,13w,13,t0-beta + past & calendar covariates,96,379,0.6718527921955594,0.556083261692051,10.0,0.4667765866680301,0.48436745082542765,9.0,0.750203424543794 weekly,app_dau__company,app_dau,company,13w,13,t0-beta,96,379,0.6741282852452202,0.5579666558100956,11.0,0.47359562595793714,0.49144347128632476,12.0,0.7645252504751185 weekly,app_dau__company,app_dau,company,13w,13,TiRex-2 + past & calendar covariates,96,379,0.6773566666393169,0.5606387424285773,12.0,0.472113124656205,0.4899051006891807,11.0,0.7636926398140118 weekly,app_dau__company,app_dau,company,13w,13,TiRex-2,96,379,0.6781886575214684,0.5613273697719763,13.0,0.48019902623532273,0.49829572619904156,13.0,0.7601001900474196 weekly,app_dau__company,app_dau,company,13w,13,PatchTST-FM-r2,96,379,0.6920968922577715,0.5728390232567636,14.0,0.4914917233370324,0.510013997989715,14.0,0.7247490636013064 weekly,app_dau__company,app_dau,company,13w,13,Toto-2.0-22M + past & calendar covariates,96,379,0.6951342751122409,0.5753530230262685,15.0,0.5039135269098178,0.5229039275685594,18.0,0.728921342509733 weekly,app_dau__company,app_dau,company,13w,13,t0-alpha + past & calendar covariates,96,379,0.6969604540753443,0.5768645260906784,16.0,0.4995710880312436,0.5183978402667211,16.0,0.7040961676845581 weekly,app_dau__company,app_dau,company,13w,13,t0-alpha,96,379,0.6984618748934383,0.5781072313311666,17.0,0.5028851350974254,0.521836779954807,17.0,0.7558647157591749 weekly,app_dau__company,app_dau,company,13w,13,Toto-2.0-22M,96,379,0.7019108678970248,0.580961915126883,18.0,0.4944242932656038,0.5130570842567639,15.0,0.7609341845489602 weekly,app_dau__company,app_dau,company,13w,13,AutoTheta,96,379,0.7538096420252243,0.6239178125054083,19.0,0.5266782883688865,0.5465265980098686,19.0,0.8078934258353784 weekly,app_dau__company,app_dau,company,13w,13,AutoETS,96,379,0.7604991699453562,0.6294546422220052,20.0,0.5388907904291467,0.5591993383744907,20.0,0.7966183552595163 weekly,app_dau__company,app_dau,company,13w,13,Seasonal Naive,96,379,1.2081874037194442,1.0,21.0,0.9636828112057895,1.0,21.0,0.5602954653086579 weekly,app_dau__company,app_dau,company,26w,26,Timestral-209M,96,190,0.8255474390793198,0.6479326965707105,1.0,0.5967756873357556,0.6063941890875522,5.0,0.7621288798920378 weekly,app_dau__company,app_dau,company,26w,26,Chronos-2,96,190,0.8272038023144553,0.6492326968452421,2.0,0.5734078030704265,0.5826496741375092,2.0,0.6948794435922583 weekly,app_dau__company,app_dau,company,26w,26,TimesFM-3.0 + past & calendar covariates,96,190,0.8374580413993631,0.6572807586125643,3.0,0.5619602228213666,0.5710175880967154,1.0,0.7486894493759482 weekly,app_dau__company,app_dau,company,26w,26,Chronos-2 + past & calendar covariates,96,190,0.8409652576898105,0.6600334049184636,4.0,0.6054785206162244,0.6152372898402558,8.0,0.6627266326350995 weekly,app_dau__company,app_dau,company,26w,26,Timestral-209M + past & calendar covariates,96,190,0.8416125672913809,0.6605414472620137,5.0,0.6085723386122469,0.6183809722902867,10.0,0.7413027761711972 weekly,app_dau__company,app_dau,company,26w,26,TimesFM-3.0,96,190,0.8419639264536859,0.6608172122619645,6.0,0.58326584725349,0.5926666048457048,3.0,0.7163065690983311 weekly,app_dau__company,app_dau,company,26w,26,t0-gamma,96,190,0.8425753802206416,0.6612971130760156,7.0,0.5859241801357515,0.5953677832728294,4.0,0.7453466442024795 weekly,app_dau__company,app_dau,company,26w,26,TiRex-2,96,190,0.8521604913876918,0.6688200083469682,8.0,0.6069908965275392,0.6167740413933085,9.0,0.7283114768526668 weekly,app_dau__company,app_dau,company,26w,26,t0-beta,96,190,0.8535491574610753,0.6699099059239834,9.0,0.5992274737725519,0.6088854920673944,6.0,0.7415920654479007 weekly,app_dau__company,app_dau,company,26w,26,t0-beta + past & calendar covariates,96,190,0.8569336418138206,0.6725662258026099,10.0,0.6221194339715281,0.6321464122691799,12.0,0.7391294917896748 weekly,app_dau__company,app_dau,company,26w,26,t0-gamma + past & calendar covariates,96,190,0.8618898097639962,0.6764560849586094,11.0,0.6107211274504419,0.6205643941231613,11.0,0.7209177835894083 weekly,app_dau__company,app_dau,company,26w,26,TiRex-2 + past & calendar covariates,96,190,0.8624100912946377,0.6768644290454138,12.0,0.6035476962452336,0.6132753455057864,7.0,0.723016990637128 weekly,app_dau__company,app_dau,company,26w,26,TimesFM-2.5,96,190,0.8730972637645439,0.6852522795181438,13.0,0.6678031723622135,0.6785664559870831,16.0,0.6871188632115406 weekly,app_dau__company,app_dau,company,26w,26,t0-alpha,96,190,0.877732696662757,0.688890409073559,14.0,0.6239395033410194,0.6339958165140529,13.0,0.7130073511538043 weekly,app_dau__company,app_dau,company,26w,26,Toto-2.0-22M + past & calendar covariates,96,190,0.8805767340235057,0.691122557959337,15.0,0.6394959457968148,0.649802989138969,14.0,0.6894109647027268 weekly,app_dau__company,app_dau,company,26w,26,Toto-2.0-22M,96,190,0.8896510633334175,0.6982445649828205,16.0,0.6493414347247634,0.6598071622333646,15.0,0.7346828609986504 weekly,app_dau__company,app_dau,company,26w,26,t0-alpha + past & calendar covariates,96,190,0.8918814609563496,0.6999950973905801,17.0,0.6681545014514725,0.678923447605048,17.0,0.6549738057518378 weekly,app_dau__company,app_dau,company,26w,26,PatchTST-FM-r2,96,190,0.9134153363726538,0.7168960061762267,18.0,0.6758357466988933,0.6867284949316019,18.0,0.679486529869825 weekly,app_dau__company,app_dau,company,26w,26,AutoETS,96,190,0.9622378832003861,0.7552144878552705,19.0,0.7049952540589286,0.7163579791666607,20.0,0.8180668016194332 weekly,app_dau__company,app_dau,company,26w,26,AutoTheta,96,190,0.9657474506142756,0.7579689794454982,20.0,0.6770464985038747,0.6879587609671465,19.0,0.81156941266209 weekly,app_dau__company,app_dau,company,26w,26,Seasonal Naive,96,190,1.2741252964214713,1.0,21.0,0.9841382026330602,1.0,21.0,0.5443351899816431 weekly,app_dau__retailer,app_dau,retailer,1w,1,Timestral-209M + past & calendar covariates,64,3288,0.3958783603231841,0.3714661164384241,1.0,0.19495984904503297,0.31779754188908893,3.0,0.8041362530413625 weekly,app_dau__retailer,app_dau,retailer,1w,1,TimesFM-3.0 + past & calendar covariates,64,3288,0.3965854355054544,0.37212958910657784,2.0,0.2067740841911912,0.3370555322247376,8.0,0.7980535279805353 weekly,app_dau__retailer,app_dau,retailer,1w,1,TimesFM-3.0,64,3288,0.3972840342473258,0.3727851080426972,3.0,0.20130888581884038,0.3281468947941241,5.0,0.7895377128953771 weekly,app_dau__retailer,app_dau,retailer,1w,1,Timestral-209M,64,3288,0.39802585760254355,0.3734811861021827,4.0,0.19296142232115757,0.3145399731968483,1.0,0.8093065693430657 weekly,app_dau__retailer,app_dau,retailer,1w,1,PatchTST-FM-r2,64,3288,0.3995541910202309,0.37491527327690954,5.0,0.19404343820862496,0.3163037311757676,2.0,0.7816301703163017 weekly,app_dau__retailer,app_dau,retailer,1w,1,Chronos-2 + past & calendar covariates,64,3288,0.40093352498056206,0.3762095491981738,6.0,0.19711660608570247,0.32131319954544274,4.0,0.7621654501216545 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-gamma + past & calendar covariates,64,3288,0.40264104053881955,0.37781176906355435,7.0,0.20350399105041392,0.331725062556353,7.0,0.8080900243309003 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-gamma,64,3288,0.404482849074638,0.3795400005927167,8.0,0.20918277875244812,0.3409818648233654,9.0,0.7965328467153284 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-beta + past & calendar covariates,64,3288,0.40464739420973256,0.3796943988838042,9.0,0.20254717392412355,0.3301653868987143,6.0,0.7940997566909975 weekly,app_dau__retailer,app_dau,retailer,1w,1,TimesFM-2.5,64,3288,0.40467471672887173,0.3797200365318627,10.0,0.21427682628791378,0.3492855016643194,12.0,0.8260340632603407 weekly,app_dau__retailer,app_dau,retailer,1w,1,Chronos-2,64,3288,0.4102253047019875,0.38492834182200253,11.0,0.2118385231733553,0.34531090515133067,11.0,0.767639902676399 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-beta,64,3288,0.4113130111517736,0.38594897374135584,12.0,0.21097796920147505,0.34390814484829374,10.0,0.787712895377129 weekly,app_dau__retailer,app_dau,retailer,1w,1,TiRex-2,64,3288,0.42120033066274093,0.3952265815846502,13.0,0.2286724360382898,0.372751304572319,15.0,0.7758515815085159 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-alpha,64,3288,0.4213840000040246,0.39539892476819716,14.0,0.2228987009910893,0.36333973180742946,13.0,0.8059610705596107 weekly,app_dau__retailer,app_dau,retailer,1w,1,TiRex-2 + past & calendar covariates,64,3288,0.42318722686742527,0.39709095380322207,15.0,0.23043963449851332,0.3756319557907116,16.0,0.7788929440389294 weekly,app_dau__retailer,app_dau,retailer,1w,1,Toto-2.0-22M + past & calendar covariates,64,3288,0.4263482843475922,0.40005708144161495,16.0,0.236044680946352,0.38476855490084866,18.0,0.7761557177615572 weekly,app_dau__retailer,app_dau,retailer,1w,1,Toto-2.0-22M,64,3288,0.42823107916301306,0.40182377178953854,17.0,0.2331027655309202,0.3799730367875068,17.0,0.7889294403892944 weekly,app_dau__retailer,app_dau,retailer,1w,1,t0-alpha + past & calendar covariates,64,3288,0.43413734057715125,0.40736581755427526,18.0,0.2241180297130967,0.3653273188542332,14.0,0.8004866180048662 weekly,app_dau__retailer,app_dau,retailer,1w,1,AutoTheta,64,3288,0.43523196548700377,0.40839294129978065,19.0,0.25777578867427636,0.42019170819261253,19.0,0.7934914841849149 weekly,app_dau__retailer,app_dau,retailer,1w,1,AutoETS,64,3288,0.44145653461915696,0.4142336660116235,20.0,0.26024652449788743,0.4242191721819776,20.0,0.816301703163017 weekly,app_dau__retailer,app_dau,retailer,1w,1,Seasonal Naive,64,3288,1.0657186289797353,1.0,21.0,0.6134718597448239,1.0,21.0,0.5313260340632603 weekly,app_dau__retailer,app_dau,retailer,4w,4,TimesFM-3.0 + past & calendar covariates,64,823,0.4997751988321428,0.46374130345307824,1.0,0.2625577670444579,0.42600173809053976,6.0,0.7897934386391251 weekly,app_dau__retailer,app_dau,retailer,4w,4,Timestral-209M + past & calendar covariates,64,823,0.4999307216709648,0.463885613063,2.0,0.2506083747174264,0.40661376889144457,1.0,0.8068043742405833 weekly,app_dau__retailer,app_dau,retailer,4w,4,TimesFM-3.0,64,823,0.5045517568540168,0.46817347065196935,3.0,0.26094208186648776,0.4233802780523538,5.0,0.773086269744836 weekly,app_dau__retailer,app_dau,retailer,4w,4,Chronos-2 + past & calendar covariates,64,823,0.5071998376013783,0.4706306242288176,4.0,0.2509172240917412,0.4071148790728242,3.0,0.7348116646415553 weekly,app_dau__retailer,app_dau,retailer,4w,4,Timestral-209M,64,823,0.5090926937195038,0.47238700502866493,5.0,0.2506997470325708,0.40676202108563037,2.0,0.784629404617254 weekly,app_dau__retailer,app_dau,retailer,4w,4,TimesFM-2.5,64,823,0.5112366403173094,0.47437637263258653,6.0,0.27242599011127955,0.44201299620586093,8.0,0.7955650060753341 weekly,app_dau__retailer,app_dau,retailer,4w,4,PatchTST-FM-r2,64,823,0.5138171632093019,0.4767708392894345,7.0,0.2515027416347551,0.4080648852136221,4.0,0.7667071688942891 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-gamma + past & calendar covariates,64,823,0.5212156278327678,0.48363587308073686,8.0,0.26882002328781196,0.4361622908483847,7.0,0.7864520048602673 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-gamma,64,823,0.5220383109221753,0.48439924054895495,9.0,0.27260479245568364,0.4423031042089425,9.0,0.7852369380315918 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-beta + past & calendar covariates,64,823,0.5230001257115829,0.4852917082927778,10.0,0.27379550147176623,0.44423503757401167,10.0,0.772782503037667 weekly,app_dau__retailer,app_dau,retailer,4w,4,Chronos-2,64,823,0.5255739212232793,0.48767993261484266,11.0,0.27701046852791383,0.4494513431864478,11.0,0.7550627784528149 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-beta,64,823,0.5368621580758081,0.4981542852516108,12.0,0.28420765219644584,0.46112882196250826,12.0,0.7733900364520049 weekly,app_dau__retailer,app_dau,retailer,4w,4,TiRex-2,64,823,0.5500168206389984,0.5103604939186163,13.0,0.3142594825018283,0.5098881182004563,13.0,0.7687322802754151 weekly,app_dau__retailer,app_dau,retailer,4w,4,TiRex-2 + past & calendar covariates,64,823,0.558948903523946,0.5186485717770131,14.0,0.32503575265138795,0.527372688798089,16.0,0.7693398136897529 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-alpha,64,823,0.5651498018046734,0.5244023840069999,15.0,0.31777494845154025,0.5155919852832451,14.0,0.7803766707168894 weekly,app_dau__retailer,app_dau,retailer,4w,4,Toto-2.0-22M + past & calendar covariates,64,823,0.5733209325016414,0.5319843744878242,16.0,0.33478720742000495,0.54319448956637,18.0,0.7559740785743215 weekly,app_dau__retailer,app_dau,retailer,4w,4,Toto-2.0-22M,64,823,0.573597916977249,0.5322413883253551,17.0,0.32993392445030717,0.5353200053954774,17.0,0.767010935601458 weekly,app_dau__retailer,app_dau,retailer,4w,4,AutoTheta,64,823,0.5798287640839287,0.5380229900647382,18.0,0.35674697576620035,0.578824360999428,19.0,0.7715674362089915 weekly,app_dau__retailer,app_dau,retailer,4w,4,t0-alpha + past & calendar covariates,64,823,0.580233499259489,0.5383985437502876,19.0,0.3215874394005737,0.5217777774196769,15.0,0.7566828675577156 weekly,app_dau__retailer,app_dau,retailer,4w,4,AutoETS,64,823,0.6058923706900298,0.5622074052346896,20.0,0.3890522715504941,0.6312399200916404,20.0,0.804678007290401 weekly,app_dau__retailer,app_dau,retailer,4w,4,Seasonal Naive,64,823,1.077702579241382,1.0,21.0,0.6163302718465798,1.0,21.0,0.5264277035236938 weekly,app_dau__retailer,app_dau,retailer,13w,13,Timestral-209M + past & calendar covariates,64,254,0.6722096614583111,0.6068536498689137,1.0,0.36282655120946,0.5793784052988815,2.0,0.7780133252574197 weekly,app_dau__retailer,app_dau,retailer,13w,13,TimesFM-3.0 + past & calendar covariates,64,254,0.6754392028131785,0.6097691970128689,2.0,0.35807214375263974,0.5717863451222176,1.0,0.7507571168988493 weekly,app_dau__retailer,app_dau,retailer,13w,13,Chronos-2 + past & calendar covariates,64,254,0.6756887229785559,0.6099944574215733,3.0,0.3678073551174184,0.5873319859166171,4.0,0.7039294367050273 weekly,app_dau__retailer,app_dau,retailer,13w,13,TimesFM-3.0,64,254,0.6913767386649765,0.6241571958116336,4.0,0.37113234081215474,0.5926414785737456,5.0,0.722705935796487 weekly,app_dau__retailer,app_dau,retailer,13w,13,TimesFM-2.5,64,254,0.7028514787780122,0.6345162970238748,5.0,0.40461371716800587,0.646106106163985,10.0,0.7374318594791036 weekly,app_dau__retailer,app_dau,retailer,13w,13,Timestral-209M,64,254,0.7033386084687491,0.6349560652208118,6.0,0.36676607912962994,0.5856692277219098,3.0,0.7622652937613568 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-gamma + past & calendar covariates,64,254,0.7120519369922188,0.642822234840426,7.0,0.3753920781311173,0.599443626340015,6.0,0.7507571168988493 weekly,app_dau__retailer,app_dau,retailer,13w,13,Chronos-2,64,254,0.7120719829986774,0.6428403318611655,8.0,0.39948776395682656,0.6379207443506616,9.0,0.7295956995760146 weekly,app_dau__retailer,app_dau,retailer,13w,13,PatchTST-FM-r2,64,254,0.7185211391677692,0.6486624647226562,9.0,0.3922234691577371,0.6263207786858344,8.0,0.7238037552998182 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-gamma,64,254,0.7195876011760713,0.6496252392843617,10.0,0.38348594766293564,0.6123682957348271,7.0,0.7488054377818157 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-beta + past & calendar covariates,64,254,0.7245434261467623,0.6540992310223721,11.0,0.4101161728273131,0.6548926846943881,11.0,0.7397200349956256 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-beta,64,254,0.741412271897394,0.6693279925231193,12.0,0.42987608745940764,0.6864462404918407,12.0,0.7390386297866613 weekly,app_dau__retailer,app_dau,retailer,13w,13,TiRex-2,64,254,0.7621869500803519,0.6880828394154261,13.0,0.4809162848826361,0.7679496147367384,15.0,0.7372425802543913 weekly,app_dau__retailer,app_dau,retailer,13w,13,TiRex-2 + past & calendar covariates,64,254,0.7680423343010294,0.6933689301835866,14.0,0.48621868283081954,0.7764167317579099,16.0,0.7459115687462143 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-alpha + past & calendar covariates,64,254,0.7689167655221144,0.6941583442734162,15.0,0.4455787937354723,0.7115210562427169,13.0,0.7045898108890235 weekly,app_dau__retailer,app_dau,retailer,13w,13,t0-alpha,64,254,0.7766398607256334,0.7011305566370006,16.0,0.45819374908574534,0.7316652069102859,14.0,0.7471229557843732 weekly,app_dau__retailer,app_dau,retailer,13w,13,Toto-2.0-22M + past & calendar covariates,64,254,0.7824626965728212,0.7063872635679714,17.0,0.5000098252146203,0.7984390728874143,18.0,0.7219656437176122 weekly,app_dau__retailer,app_dau,retailer,13w,13,Toto-2.0-22M,64,254,0.7857245851808573,0.7093320129828462,18.0,0.4972761954283486,0.7940738850008936,17.0,0.7339659465643718 weekly,app_dau__retailer,app_dau,retailer,13w,13,AutoTheta,64,254,0.8487927608938362,0.7662683452262186,19.0,0.5711975803822864,0.9121150095804791,19.0,0.7528770442156268 weekly,app_dau__retailer,app_dau,retailer,13w,13,AutoETS,64,254,0.9639256764557876,0.8702073898945802,20.0,0.7518565985349307,1.200599778656033,21.0,0.7874015748031497 weekly,app_dau__retailer,app_dau,retailer,13w,13,Seasonal Naive,64,254,1.1076964958577986,1.0,21.0,0.6262341638747999,1.0,20.0,0.5137038158691701 weekly,app_dau__retailer,app_dau,retailer,26w,26,Timestral-209M + past & calendar covariates,64,127,0.8202550036285281,0.708026795291284,1.0,0.4360947193119782,0.6808905737175227,2.0,0.751333967869401 weekly,app_dau__retailer,app_dau,retailer,26w,26,TimesFM-3.0 + past & calendar covariates,64,127,0.8256314846945302,0.7126676601958151,2.0,0.4205111948835966,0.656559449265197,1.0,0.7158458339560702 weekly,app_dau__retailer,app_dau,retailer,26w,26,Chronos-2 + past & calendar covariates,64,127,0.8295197019960333,0.7160238872510616,3.0,0.44436654892135063,0.6938056826583168,3.0,0.646673536437316 weekly,app_dau__retailer,app_dau,retailer,26w,26,Timestral-209M,64,127,0.8462714949826401,0.7304836811581057,4.0,0.4500695804485527,0.7027100335631206,4.0,0.7506220813307428 weekly,app_dau__retailer,app_dau,retailer,26w,26,TimesFM-3.0,64,127,0.8497883340325537,0.7335193423501137,5.0,0.46214339059434517,0.7215613132348743,7.0,0.678151245080379 weekly,app_dau__retailer,app_dau,retailer,26w,26,TimesFM-2.5,64,127,0.8662173176374345,0.7477004940166078,6.0,0.4998102144685052,0.7803718976837222,11.0,0.6784881784881786 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-gamma,64,127,0.869278367034778,0.7503427272068255,7.0,0.4521032529566305,0.705885280543784,5.0,0.7194891722450778 weekly,app_dau__retailer,app_dau,retailer,26w,26,Chronos-2,64,127,0.8704367719174224,0.7513426378359351,8.0,0.4715572152400149,0.7362594606327123,8.0,0.7005710824608462 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-beta + past & calendar covariates,64,127,0.8718254493422218,0.7525413148600614,9.0,0.49158292986793983,0.7675263384881091,9.0,0.7257637375747612 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-gamma + past & calendar covariates,64,127,0.8778320440351537,0.7577260805393161,10.0,0.45380197656955773,0.7085375596110892,6.0,0.7195678337410621 weekly,app_dau__retailer,app_dau,retailer,26w,26,PatchTST-FM-r2,64,127,0.8827095495557092,0.7619362402914149,11.0,0.5142502213150756,0.8029176064732214,14.0,0.6781945089031703 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-beta,64,127,0.8874396919032902,0.7660191992649221,12.0,0.5104258953148714,0.796946546955532,13.0,0.7096630403717018 weekly,app_dau__retailer,app_dau,retailer,26w,26,TiRex-2 + past & calendar covariates,64,127,0.8888280232415791,0.7672175775544818,13.0,0.5093171035902437,0.7952153500387107,12.0,0.724796201174154 weekly,app_dau__retailer,app_dau,retailer,26w,26,TiRex-2,64,127,0.8928649347869625,0.7707021543406134,14.0,0.5281569389743354,0.8246306714249825,16.0,0.711519451676932 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-alpha,64,127,0.896458635823921,0.7738041611765083,15.0,0.4988878062733756,0.7789317081621099,10.0,0.7119324245308497 weekly,app_dau__retailer,app_dau,retailer,26w,26,Toto-2.0-22M,64,127,0.8991177739198132,0.7760994730197069,16.0,0.5361710072234006,0.8371433281627811,17.0,0.7078826685125899 weekly,app_dau__retailer,app_dau,retailer,26w,26,Toto-2.0-22M + past & calendar covariates,64,127,0.9040004627997378,0.7803141069381402,17.0,0.538743250413222,0.8411594651708643,18.0,0.6868734939601081 weekly,app_dau__retailer,app_dau,retailer,26w,26,t0-alpha + past & calendar covariates,64,127,0.9171835786334495,0.7916934940975068,18.0,0.5248680578976594,0.8194956215745289,15.0,0.6520618489122426 weekly,app_dau__retailer,app_dau,retailer,26w,26,AutoETS,64,127,0.997015169624625,0.860602437392517,19.0,0.7037458674532165,1.0987840627777923,21.0,0.8049116238092616 weekly,app_dau__retailer,app_dau,retailer,26w,26,AutoTheta,64,127,1.0057372437530754,0.8681311475694029,20.0,0.7007007781243817,1.0940296538654288,20.0,0.7550795661031882 weekly,app_dau__retailer,app_dau,retailer,26w,26,Seasonal Naive,64,127,1.158508419573405,1.0,21.0,0.6404769520174006,1.0,19.0,0.4890123000359221 weekly,app_dau__service,app_dau,service,1w,1,Timestral-209M + past & calendar covariates,93,4569,0.39154848206435844,0.35312482549482954,1.0,0.0792858275327803,0.2070428548907454,1.0,0.8058656161085577 weekly,app_dau__service,app_dau,service,1w,1,TimesFM-3.0 + past & calendar covariates,93,4569,0.3965993520278083,0.3576800406371198,2.0,0.08050726922215577,0.21023246370634763,4.0,0.7949223024731888 weekly,app_dau__service,app_dau,service,1w,1,TimesFM-3.0,93,4569,0.39720035075350413,0.35822206181675764,3.0,0.08108301439671178,0.2117359344821349,5.0,0.8006128255635806 weekly,app_dau__service,app_dau,service,1w,1,t0-gamma + past & calendar covariates,93,4569,0.3972886400526999,0.35830168706062837,4.0,0.07989228278511737,0.20862652035422866,3.0,0.7995184942000437 weekly,app_dau__service,app_dau,service,1w,1,Timestral-209M,93,4569,0.39742941400826465,0.3584286465069552,5.0,0.08190020140994125,0.21386989382220384,6.0,0.8014882906544102 weekly,app_dau__service,app_dau,service,1w,1,Chronos-2 + past & calendar covariates,93,4569,0.40000384775110503,0.36075044446514287,6.0,0.0798900897883881,0.2086207936774981,2.0,0.7769752681111841 weekly,app_dau__service,app_dau,service,1w,1,PatchTST-FM-r2,93,4569,0.4018876723950313,0.36244940456618086,7.0,0.08410484770746071,0.21962699162475904,9.0,0.7901072444736266 weekly,app_dau__service,app_dau,service,1w,1,t0-gamma,93,4569,0.4020138265527027,0.3625631788928703,8.0,0.08211281444274053,0.21442510035365542,7.0,0.793827971109652 weekly,app_dau__service,app_dau,service,1w,1,t0-beta + past & calendar covariates,93,4569,0.4069474539985753,0.36701265682647116,9.0,0.08416806472501842,0.2197920732313982,10.0,0.7931713722915299 weekly,app_dau__service,app_dau,service,1w,1,Chronos-2,93,4569,0.4075801248911229,0.3675832421020126,10.0,0.08295916824316901,0.2166352243132735,8.0,0.7739111402932808 weekly,app_dau__service,app_dau,service,1w,1,TimesFM-2.5,93,4569,0.4125190108394135,0.3720374625077051,11.0,0.08769204221447333,0.22899440336645052,12.0,0.8253447143795141 weekly,app_dau__service,app_dau,service,1w,1,t0-beta,93,4569,0.41568938900936303,0.3748967233382247,12.0,0.08758744609699261,0.22872126654682481,11.0,0.7879185817465528 weekly,app_dau__service,app_dau,service,1w,1,TiRex-2 + past & calendar covariates,93,4569,0.4230564426108348,0.3815408290788854,13.0,0.088023540296567,0.22986006008522672,13.0,0.7778507332020136 weekly,app_dau__service,app_dau,service,1w,1,TiRex-2,93,4569,0.426012408685873,0.3842067186231716,14.0,0.09071422272730793,0.2368863671744054,15.0,0.7771941343838914 weekly,app_dau__service,app_dau,service,1w,1,t0-alpha + past & calendar covariates,93,4569,0.42624947297844734,0.3844205191888257,15.0,0.08972675558542326,0.23430774723022835,14.0,0.7922959072007004 weekly,app_dau__service,app_dau,service,1w,1,t0-alpha,93,4569,0.42793973237360283,0.38594490909530266,16.0,0.0918969296379749,0.2399748260188598,16.0,0.7997373604727511 weekly,app_dau__service,app_dau,service,1w,1,Toto-2.0-22M + past & calendar covariates,93,4569,0.42858704496986205,0.38652869924662564,17.0,0.09223490981258357,0.24085740973432296,17.0,0.7684394834755964 weekly,app_dau__service,app_dau,service,1w,1,Toto-2.0-22M,93,4569,0.4300200108715936,0.3878210445299508,18.0,0.0922413596366518,0.24087425246687913,18.0,0.7883563142919676 weekly,app_dau__service,app_dau,service,1w,1,AutoTheta,93,4569,0.4392571670462973,0.39615173488293903,19.0,0.11651600505097577,0.30426378934172915,20.0,0.8161523309258043 weekly,app_dau__service,app_dau,service,1w,1,AutoETS,93,4569,0.44558638468178374,0.4018598501622177,20.0,0.11608716978827181,0.303143951410652,19.0,0.8345370978332239 weekly,app_dau__service,app_dau,service,1w,1,Seasonal Naive,93,4569,1.1088104086584292,1.0,21.0,0.38294404110018043,1.0,21.0,0.5366601006784855 weekly,app_dau__service,app_dau,service,4w,4,Timestral-209M + past & calendar covariates,93,1152,0.49804950373597756,0.4431376654392092,1.0,0.10664515844654804,0.27721268565552737,1.0,0.812427662037037 weekly,app_dau__service,app_dau,service,4w,4,TimesFM-3.0 + past & calendar covariates,93,1152,0.5027969939054375,0.4473617268921553,2.0,0.10698898082101818,0.2781064151525218,2.0,0.7967303240740741 weekly,app_dau__service,app_dau,service,4w,4,Timestral-209M,93,1152,0.5032320890950557,0.44774885119430785,3.0,0.10969555476951737,0.2851418647136456,5.0,0.7894241898148148 weekly,app_dau__service,app_dau,service,4w,4,TimesFM-3.0,93,1152,0.5061258845169876,0.45032359474472683,4.0,0.10975198946355082,0.28528856066613933,6.0,0.7918113425925926 weekly,app_dau__service,app_dau,service,4w,4,PatchTST-FM-r2,93,1152,0.5065150004541402,0.45066980918060434,5.0,0.11293985821295674,0.2935750845966474,9.0,0.7672887731481481 weekly,app_dau__service,app_dau,service,4w,4,t0-gamma,93,1152,0.5067858562738475,0.4509108021235053,6.0,0.11004608342015329,0.2860530264584209,7.0,0.7915219907407408 weekly,app_dau__service,app_dau,service,4w,4,t0-gamma + past & calendar covariates,93,1152,0.506890175412689,0.45100361968340663,7.0,0.10960119356974252,0.28489658286501507,4.0,0.791087962962963 weekly,app_dau__service,app_dau,service,4w,4,Chronos-2 + past & calendar covariates,93,1152,0.5069355238526029,0.4510439682865957,8.0,0.10877146182788021,0.2827397839265,3.0,0.7384982638888888 weekly,app_dau__service,app_dau,service,4w,4,TimesFM-2.5,93,1152,0.5151470376566598,0.45835013168914096,9.0,0.11694922838319055,0.3039970136262221,12.0,0.7915943287037037 weekly,app_dau__service,app_dau,service,4w,4,Chronos-2,93,1152,0.5163808247994381,0.4594478891409575,10.0,0.11170755104524831,0.2903718338866376,8.0,0.7549189814814814 weekly,app_dau__service,app_dau,service,4w,4,t0-beta + past & calendar covariates,93,1152,0.517627284615178,0.46055692205569276,11.0,0.11490932634088111,0.2986945063970146,10.0,0.7705439814814814 weekly,app_dau__service,app_dau,service,4w,4,t0-beta,93,1152,0.5213554098026811,0.463874007364809,12.0,0.11704821634148638,0.3042543222388817,13.0,0.7838541666666666 weekly,app_dau__service,app_dau,service,4w,4,Toto-2.0-22M + past & calendar covariates,93,1152,0.539393428608259,0.47992326649004186,13.0,0.1230873892207908,0.3199525063608463,18.0,0.753978587962963 weekly,app_dau__service,app_dau,service,4w,4,t0-alpha + past & calendar covariates,93,1152,0.5412312287730313,0.481558442247576,14.0,0.12207549828665143,0.31732220408056183,16.0,0.755787037037037 weekly,app_dau__service,app_dau,service,4w,4,Toto-2.0-22M,93,1152,0.541676589543306,0.48195470031135745,15.0,0.12077140145689833,0.31393234382064283,15.0,0.7827690972222222 weekly,app_dau__service,app_dau,service,4w,4,t0-alpha,93,1152,0.5457370676764253,0.4855674953989544,16.0,0.12275274943709912,0.3190826460266723,17.0,0.7819010416666666 weekly,app_dau__service,app_dau,service,4w,4,TiRex-2 + past & calendar covariates,93,1152,0.5475154247069327,0.48714978185221874,17.0,0.11608050417829506,0.3017388579495746,11.0,0.7705439814814814 weekly,app_dau__service,app_dau,service,4w,4,TiRex-2,93,1152,0.5503535833393282,0.4896750227792182,18.0,0.11967132173719604,0.31107280422244626,14.0,0.771412037037037 weekly,app_dau__service,app_dau,service,4w,4,AutoTheta,93,1152,0.5634114983345576,0.5012932533428152,19.0,0.13935364594633504,0.36223490134374164,19.0,0.8030237268518519 weekly,app_dau__service,app_dau,service,4w,4,AutoETS,93,1152,0.5841513089149096,0.5197464214983659,20.0,0.3130450978314319,0.8137272574323555,20.0,0.8243634259259259 weekly,app_dau__service,app_dau,service,4w,4,Seasonal Naive,93,1152,1.1239159804715388,1.0,21.0,0.38470518834433304,1.0,21.0,0.5300925925925926 weekly,app_dau__service,app_dau,service,13w,13,t0-gamma,93,358,0.6365216665139941,0.5506143230627198,1.0,0.15489951020561754,0.39674319523234086,6.0,0.7985209235209235 weekly,app_dau__service,app_dau,service,13w,13,Timestral-209M,93,358,0.6370500079355722,0.5510713575510844,2.0,0.15223010301356332,0.38990605845026877,3.0,0.7973033329178582 weekly,app_dau__service,app_dau,service,13w,13,Timestral-209M + past & calendar covariates,93,358,0.6386334167377574,0.5524410635824935,3.0,0.1501512415718235,0.38458148299004724,1.0,0.8015022299240175 weekly,app_dau__service,app_dau,service,13w,13,TimesFM-3.0 + past & calendar covariates,93,358,0.6458789719457853,0.5587087315755265,4.0,0.15265475361982114,0.39099371352522955,4.0,0.7860227140953399 weekly,app_dau__service,app_dau,service,13w,13,Chronos-2,93,358,0.6470037359634498,0.5596816932369628,5.0,0.15424485050275885,0.39506641922473934,5.0,0.7503192028331693 weekly,app_dau__service,app_dau,service,13w,13,TimesFM-3.0,93,358,0.6502818388066769,0.5625173710668137,6.0,0.15630879196319367,0.4003527802254839,7.0,0.7668635678412216 weekly,app_dau__service,app_dau,service,13w,13,t0-gamma + past & calendar covariates,93,358,0.6510748308500096,0.5632033379397484,7.0,0.15911141479120972,0.40753112142451153,8.0,0.7729808211651787 weekly,app_dau__service,app_dau,service,13w,13,t0-beta + past & calendar covariates,93,358,0.6524098705327795,0.5643581956765102,8.0,0.16214235287410828,0.41529424512944985,9.0,0.7638733085660461 weekly,app_dau__service,app_dau,service,13w,13,Chronos-2 + past & calendar covariates,93,358,0.6538270495557711,0.5655841069210978,9.0,0.15043124531968793,0.3852986549259514,2.0,0.729569739695438 weekly,app_dau__service,app_dau,service,13w,13,t0-beta,93,358,0.6560675559636804,0.5675222262091104,10.0,0.16425322891384522,0.4207008193893228,11.0,0.7834263811917443 weekly,app_dau__service,app_dau,service,13w,13,PatchTST-FM-r2,93,358,0.6583475082257173,0.5694944675913276,11.0,0.1718588050390973,0.44018093633423677,17.0,0.7401864507311435 weekly,app_dau__service,app_dau,service,13w,13,TimesFM-2.5,93,358,0.6647367516645752,0.575021394852479,12.0,0.16699735819765896,0.427729341421095,13.0,0.761903676708146 weekly,app_dau__service,app_dau,service,13w,13,t0-alpha + past & calendar covariates,93,358,0.6857044552858687,0.5931592188150894,13.0,0.1709986427823758,0.4379778078563162,16.0,0.7187774205930632 weekly,app_dau__service,app_dau,service,13w,13,Toto-2.0-22M + past & calendar covariates,93,358,0.6869791382208416,0.5942618657763523,14.0,0.16844439420788576,0.43143562615725434,15.0,0.7491637397363655 weekly,app_dau__service,app_dau,service,13w,13,Toto-2.0-22M,93,358,0.6920621560501337,0.5986588605189184,15.0,0.16795096771304507,0.4301718158074635,14.0,0.7820443833013666 weekly,app_dau__service,app_dau,service,13w,13,t0-alpha,93,358,0.706896632695466,0.611491220744444,16.0,0.17388256065091426,0.44536436955966036,18.0,0.758623398637365 weekly,app_dau__service,app_dau,service,13w,13,TiRex-2 + past & calendar covariates,93,358,0.7177441597209081,0.620874724974126,17.0,0.1636947986743739,0.41927051533459647,10.0,0.7688391682805091 weekly,app_dau__service,app_dau,service,13w,13,TiRex-2,93,358,0.7246883536111887,0.6268817044993533,18.0,0.16634742126821087,0.426064661824972,12.0,0.7679379124909851 weekly,app_dau__service,app_dau,service,13w,13,AutoTheta,93,358,0.7836742377991441,0.6779066332661623,19.0,0.19448766770521275,0.4981401078429849,19.0,0.799163127375418 weekly,app_dau__service,app_dau,service,13w,13,AutoETS,93,358,0.830836154521127,0.7187034014145786,20.0,36715.032069363006,94037.99351541579,21.0,0.8284166950368068 weekly,app_dau__service,app_dau,service,13w,13,Seasonal Naive,93,358,1.1560209022050607,1.0,21.0,0.3904276420290088,1.0,20.0,0.5140482965203635 weekly,app_dau__service,app_dau,service,26w,26,t0-gamma,93,180,0.7859208424299099,0.6505564519313397,1.0,0.205980073642608,0.5149330598388728,2.0,0.7787436588752379 weekly,app_dau__service,app_dau,service,26w,26,Timestral-209M,93,180,0.7969198096180038,0.6596609936135178,2.0,0.20311123231172135,0.5077611950143711,1.0,0.7763821578032104 weekly,app_dau__service,app_dau,service,26w,26,TimesFM-3.0,93,180,0.7988856053502755,0.6612882072306735,3.0,0.2243946632964742,0.5609680030664157,11.0,0.7363268836426732 weekly,app_dau__service,app_dau,service,26w,26,Chronos-2 + past & calendar covariates,93,180,0.8023736756551532,0.6641755039139023,4.0,0.21281153881377948,0.5320111548291562,7.0,0.6876062636194216 weekly,app_dau__service,app_dau,service,26w,26,TimesFM-3.0 + past & calendar covariates,93,180,0.8028993650522248,0.664610650318621,5.0,0.21168530053138282,0.5291956527536087,6.0,0.7577422961169091 weekly,app_dau__service,app_dau,service,26w,26,Chronos-2,93,180,0.803056742486872,0.6647409215876481,6.0,0.23708916764048435,0.5927032085617828,18.0,0.7134362356483099 weekly,app_dau__service,app_dau,service,26w,26,Timestral-209M + past & calendar covariates,93,180,0.8071043209189349,0.668091358580177,7.0,0.2147533303571343,0.5368654722556264,8.0,0.7632133188448978 weekly,app_dau__service,app_dau,service,26w,26,t0-gamma + past & calendar covariates,93,180,0.8115916037660692,0.6718057667625816,8.0,0.22481752187061868,0.5620251143471948,12.0,0.7464512592670488 weekly,app_dau__service,app_dau,service,26w,26,t0-beta + past & calendar covariates,93,180,0.812212249612082,0.6723195146334737,9.0,0.23088072291452894,0.5771826128893894,15.0,0.7435082256924362 weekly,app_dau__service,app_dau,service,26w,26,t0-beta,93,180,0.8156814512600143,0.6751911925344379,10.0,0.21050392482701707,0.5262423117070186,4.0,0.7541246287825234 weekly,app_dau__service,app_dau,service,26w,26,PatchTST-FM-r2,93,180,0.8239109626989194,0.6820032803094226,11.0,0.23149785549466564,0.5787253930340719,17.0,0.6881062480404586 weekly,app_dau__service,app_dau,service,26w,26,TimesFM-2.5,93,180,0.8313315184457306,0.6881457442286624,12.0,0.24567323560105164,0.6141626648219509,19.0,0.7067327662590821 weekly,app_dau__service,app_dau,service,26w,26,Toto-2.0-22M,93,180,0.8434977328319652,0.6982164903359596,13.0,0.2195353482981181,0.5488201195523725,9.0,0.7605039590039591 weekly,app_dau__service,app_dau,service,26w,26,t0-alpha + past & calendar covariates,93,180,0.8500219079171747,0.7036169632157602,14.0,0.23088975768851797,0.5772051990732511,16.0,0.667536541603105 weekly,app_dau__service,app_dau,service,26w,26,t0-alpha,93,180,0.8518010519544208,0.7050896734046986,15.0,0.22365421541107997,0.5591169449104757,10.0,0.7082599184441289 weekly,app_dau__service,app_dau,service,26w,26,Toto-2.0-22M + past & calendar covariates,93,180,0.85275795373345,0.7058817616057028,16.0,0.2303168637866789,0.5757730119465055,13.0,0.7015984931248089 weekly,app_dau__service,app_dau,service,26w,26,TiRex-2 + past & calendar covariates,93,180,0.8620880354057275,0.7136048610595614,17.0,0.21027112142990725,0.5256603225684836,3.0,0.7496131646131646 weekly,app_dau__service,app_dau,service,26w,26,TiRex-2,93,180,0.8737010169273242,0.7232176612897676,18.0,0.21097063902380817,0.5274090583984528,5.0,0.7385140600140601 weekly,app_dau__service,app_dau,service,26w,26,AutoTheta,93,180,0.8888958786408369,0.7357954105874799,19.0,0.23035641935294118,0.5758718975736874,14.0,0.8168502331002331 weekly,app_dau__service,app_dau,service,26w,26,AutoETS,93,180,0.9623866576890281,0.7966283824163509,20.0,13542771817146.139,33855803657020.27,21.0,0.8509921632947949 weekly,app_dau__service,app_dau,service,26w,26,Seasonal Naive,93,180,1.2080747798238063,1.0,21.0,0.400013302131079,1.0,20.0,0.5006567321567322 weekly,app_downloads,app_downloads,original,1w,1,Timestral-209M,100,5091,0.4155978263105669,0.4205771665047756,1.0,0.7417167344896769,0.3664657736077434,2.0,0.7849145550972304 weekly,app_downloads,app_downloads,original,1w,1,TimesFM-3.0,100,5091,0.4180460974389978,0.4230547707385895,2.0,0.7438039222519881,0.3674970067489321,3.0,0.7796110783736004 weekly,app_downloads,app_downloads,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5091,0.4187909546553211,0.4238085522014834,3.0,0.7468937886672957,0.3690236411547331,4.0,0.7770575525437046 weekly,app_downloads,app_downloads,original,1w,1,Timestral-209M + past & calendar covariates,100,5091,0.4197520602515203,0.42478117294868445,4.0,0.7505665258184085,0.37083825905231427,5.0,0.8008249852681202 weekly,app_downloads,app_downloads,original,1w,1,PatchTST-FM-r2,100,5091,0.4218618421829356,0.4269162324953976,5.0,0.7395961321239221,0.365418031052743,1.0,0.7833431545865253 weekly,app_downloads,app_downloads,original,1w,1,t0-gamma + past & calendar covariates,100,5091,0.4233103355827048,0.4283820805129004,6.0,0.7523222426725461,0.3717057197758887,7.0,0.7967000589275192 weekly,app_downloads,app_downloads,original,1w,1,t0-gamma,100,5091,0.4282897585590255,0.43342116270637837,7.0,0.7571862820894426,0.3741089336780234,8.0,0.7925751325869181 weekly,app_downloads,app_downloads,original,1w,1,t0-beta + past & calendar covariates,100,5091,0.42900819997199696,0.43414821187419916,8.0,0.75223242563228,0.37166134317008526,6.0,0.799253584757415 weekly,app_downloads,app_downloads,original,1w,1,Chronos-2,100,5091,0.4294588876125928,0.43460429927134275,9.0,0.7659511853871125,0.37843947783082266,11.0,0.779021803182086 weekly,app_downloads,app_downloads,original,1w,1,TimesFM-2.5,100,5091,0.42956193694795547,0.43470858325632356,10.0,0.7815927338533336,0.38616761971107916,16.0,0.8090748379493223 weekly,app_downloads,app_downloads,original,1w,1,t0-beta,100,5091,0.4304248433234671,0.4355818282431739,11.0,0.7617025001331802,0.3763402967607483,10.0,0.795128658416814 weekly,app_downloads,app_downloads,original,1w,1,Chronos-2 + past & calendar covariates,100,5091,0.43046736381692663,0.43562485818107405,12.0,0.7615264086262737,0.3762532938561305,9.0,0.8110390885877038 weekly,app_downloads,app_downloads,original,1w,1,TiRex-2 + past & calendar covariates,100,5091,0.4308984607842055,0.43606112018609106,13.0,0.7684931203868623,0.3796953914873817,12.0,0.8043606364172068 weekly,app_downloads,app_downloads,original,1w,1,TiRex-2,100,5091,0.4333580689561827,0.43855019729427863,14.0,0.76967270808331,0.3802781995832706,13.0,0.7972893341190336 weekly,app_downloads,app_downloads,original,1w,1,Toto-2.0-22M,100,5091,0.43565812548382193,0.4408778111458305,15.0,0.7831441295678806,0.3869341298951784,17.0,0.774896876841485 weekly,app_downloads,app_downloads,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5091,0.43589269314460827,0.4411151891971138,16.0,0.777793424844266,0.3842904654681716,14.0,0.7711648006285602 weekly,app_downloads,app_downloads,original,1w,1,t0-alpha + past & calendar covariates,100,5091,0.44506167030062754,0.45039402125034955,17.0,0.7881660288693236,0.38941533886203517,18.0,0.8131997642899234 weekly,app_downloads,app_downloads,original,1w,1,t0-alpha,100,5091,0.4476436927678028,0.4530069793178558,18.0,0.7806069089493526,0.3856805455097295,15.0,0.7984678845020624 weekly,app_downloads,app_downloads,original,1w,1,AutoETS,100,5091,0.5151066292255188,0.5212781993850057,19.0,0.9691221617016955,0.47882174716305176,19.0,0.8839127872716559 weekly,app_downloads,app_downloads,original,1w,1,AutoTheta,100,5091,0.5256166589428579,0.5319141513524165,20.0,1.0037807067545577,0.49594576491041287,20.0,0.8375564722058535 weekly,app_downloads,app_downloads,original,1w,1,Seasonal Naive,100,5091,0.9881606977487872,1.0,21.0,2.023972736083107,1.0,21.0,0.7963072087998428 weekly,app_downloads,app_downloads,original,4w,4,Timestral-209M,100,1282,0.5321663212246058,0.539039204523356,1.0,0.9446808837028652,0.4664913565334457,1.0,0.7714508580343213 weekly,app_downloads,app_downloads,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1282,0.5368845050639399,0.5438183233103115,2.0,0.9448611339207443,0.46658036560529687,2.0,0.7697607904316173 weekly,app_downloads,app_downloads,original,4w,4,TimesFM-3.0,100,1282,0.5373199197278817,0.5442593613180324,3.0,0.9497317464106708,0.4689855149703063,3.0,0.766055642225689 weekly,app_downloads,app_downloads,original,4w,4,PatchTST-FM-r2,100,1282,0.5399690926927704,0.5469427481290434,4.0,0.9566448996681202,0.4723992881254806,5.0,0.7549401976079043 weekly,app_downloads,app_downloads,original,4w,4,Timestral-209M + past & calendar covariates,100,1282,0.5409325862678058,0.5479186851425983,5.0,0.9530558702794533,0.47062699526231283,4.0,0.7935517420696828 weekly,app_downloads,app_downloads,original,4w,4,t0-gamma + past & calendar covariates,100,1282,0.5459646070589023,0.5530156940591637,6.0,0.974034171809713,0.48098625679437595,7.0,0.7773660946437858 weekly,app_downloads,app_downloads,original,4w,4,t0-gamma,100,1282,0.5521034158682451,0.5592337850681821,7.0,0.9761802679232199,0.48204601708434486,8.0,0.7767810712428498 weekly,app_downloads,app_downloads,original,4w,4,Chronos-2,100,1282,0.5521195119870433,0.5592500890670015,8.0,0.9812319904808144,0.48454060012225475,10.0,0.75097503900156 weekly,app_downloads,app_downloads,original,4w,4,t0-beta + past & calendar covariates,100,1282,0.5526135858712222,0.5597505438738571,9.0,0.9684638573953301,0.47823558874095046,6.0,0.7713208528341134 weekly,app_downloads,app_downloads,original,4w,4,TimesFM-2.5,100,1282,0.5546977089191243,0.5618615831957081,10.0,0.9936801094277168,0.4906875858335234,13.0,0.7728809152366095 weekly,app_downloads,app_downloads,original,4w,4,t0-beta,100,1282,0.5577200437076619,0.5649229511839483,11.0,0.9838343349064604,0.48582565966165014,11.0,0.781591263650546 weekly,app_downloads,app_downloads,original,4w,4,Chronos-2 + past & calendar covariates,100,1282,0.5584894717198617,0.565702316294239,12.0,0.9808017829166249,0.48432816001293116,9.0,0.7765860634425378 weekly,app_downloads,app_downloads,original,4w,4,TiRex-2 + past & calendar covariates,100,1282,0.5592091582627349,0.5664312975283085,13.0,0.9938191879078766,0.49075626395540944,14.0,0.7789261570462819 weekly,app_downloads,app_downloads,original,4w,4,TiRex-2,100,1282,0.5608503525888716,0.5680936877411901,14.0,0.9921778061040164,0.48994573583159395,12.0,0.7742459698387936 weekly,app_downloads,app_downloads,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1282,0.5694548886307234,0.5768093506426285,15.0,1.0092623215606398,0.49838221308922376,15.0,0.748959958398336 weekly,app_downloads,app_downloads,original,4w,4,Toto-2.0-22M,100,1282,0.574419087297102,0.5818376615174373,16.0,1.0247065150128658,0.506008685560916,17.0,0.7576703068122725 weekly,app_downloads,app_downloads,original,4w,4,t0-alpha,100,1282,0.5795349293261572,0.5870195742162028,17.0,1.0121214431900454,0.4997940713689929,16.0,0.7743759750390016 weekly,app_downloads,app_downloads,original,4w,4,t0-alpha + past & calendar covariates,100,1282,0.583374241926284,0.5909084712157845,18.0,1.0277190694069105,0.5074963102288359,18.0,0.7779511180447218 weekly,app_downloads,app_downloads,original,4w,4,AutoTheta,100,1282,0.6941127409425022,0.7030771486368778,19.0,1.2989629622582837,0.6414388232091754,19.0,0.8224778991159647 weekly,app_downloads,app_downloads,original,4w,4,AutoETS,100,1282,0.7153741219171045,0.724613118559297,20.0,1.3543286203064955,0.6687788502742313,20.0,0.874544981799272 weekly,app_downloads,app_downloads,original,4w,4,Seasonal Naive,100,1282,0.987249752446434,1.0,21.0,2.025076929019445,1.0,21.0,0.7965418616744669 weekly,app_downloads,app_downloads,original,13w,13,Timestral-209M + past & calendar covariates,100,395,0.6373108790479987,0.6395738774654138,1.0,1.1160352098016126,0.551427385509474,4.0,0.7987576698969104 weekly,app_downloads,app_downloads,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,395,0.6408820299226976,0.6431577089784691,2.0,1.1105371065619103,0.5487108003443257,2.0,0.7776944714919399 weekly,app_downloads,app_downloads,original,13w,13,Timestral-209M,100,395,0.6454478947651836,0.6477397865442153,3.0,1.124076866128039,0.555400727465267,5.0,0.7762955750297522 weekly,app_downloads,app_downloads,original,13w,13,PatchTST-FM-r2,100,395,0.6515717169601767,0.6538853535428691,4.0,1.1553521139921956,0.570853670176598,8.0,0.7565941793789895 weekly,app_downloads,app_downloads,original,13w,13,TimesFM-3.0,100,395,0.6516070269294536,0.6539207888927213,5.0,1.1078386466191734,0.5473775048550285,1.0,0.757668505896354 weekly,app_downloads,app_downloads,original,13w,13,t0-gamma + past & calendar covariates,100,395,0.6590180918067141,0.661358169385547,6.0,1.1362932824705374,0.5614367973534533,7.0,0.7804598074218327 weekly,app_downloads,app_downloads,original,13w,13,Chronos-2,100,395,0.6598357461701483,0.6621787271209325,7.0,1.1152343188501115,0.5510316693173809,3.0,0.7581959320566916 weekly,app_downloads,app_downloads,original,13w,13,Chronos-2 + past & calendar covariates,100,395,0.6646968079454422,0.6670570498209432,8.0,1.1704744941754646,0.5783255621867279,10.0,0.7821216055393271 weekly,app_downloads,app_downloads,original,13w,13,t0-beta + past & calendar covariates,100,395,0.6694303767412007,0.6718074268323554,9.0,1.1331406034369425,0.5598790744952695,6.0,0.7741912798874824 weekly,app_downloads,app_downloads,original,13w,13,t0-gamma,100,395,0.6731361231327774,0.6755263317914306,10.0,1.1556646050097712,0.5710080704171133,9.0,0.7838093692524073 weekly,app_downloads,app_downloads,original,13w,13,TimesFM-2.5,100,395,0.68144285142822,0.6838625560732192,11.0,1.2037809413286833,0.5947821102534987,15.0,0.7720696743481554 weekly,app_downloads,app_downloads,original,13w,13,t0-beta,100,395,0.6855504256037506,0.6879847156483785,12.0,1.1835098494582021,0.5847662656874937,12.0,0.7908687655523099 weekly,app_downloads,app_downloads,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,395,0.688301019311389,0.6907450763149877,13.0,1.1756830616504232,0.5808990891863615,11.0,0.7498176155771094 weekly,app_downloads,app_downloads,original,13w,13,Toto-2.0-22M,100,395,0.6909153480275673,0.6933686881329328,14.0,1.1977146232035052,0.5917847729705377,14.0,0.7632254875925762 weekly,app_downloads,app_downloads,original,13w,13,TiRex-2 + past & calendar covariates,100,395,0.6922925051449916,0.6947507353353686,15.0,1.2077154711481806,0.596726141653691,16.0,0.778749323812615 weekly,app_downloads,app_downloads,original,13w,13,TiRex-2,100,395,0.6969627972130557,0.6994376109326118,16.0,1.2120161173273847,0.5988510693063063,17.0,0.7779865844422806 weekly,app_downloads,app_downloads,original,13w,13,t0-alpha,100,395,0.7001315508075598,0.7026176163111437,17.0,1.1895366610328302,0.587744082982475,13.0,0.7858411771069999 weekly,app_downloads,app_downloads,original,13w,13,t0-alpha + past & calendar covariates,100,395,0.7209834590468237,0.7235435666496355,18.0,1.2280868701480196,0.606791547467947,18.0,0.77488694146922 weekly,app_downloads,app_downloads,original,13w,13,AutoTheta,100,395,0.8264387837747728,0.8293733479274615,19.0,1.6201422306757867,0.8005041297701048,19.0,0.859593205669155 weekly,app_downloads,app_downloads,original,13w,13,AutoETS,100,395,0.966313239652084,0.96974447769297,20.0,1.9910755266495501,0.9837804061821939,20.0,0.8997100508492915 weekly,app_downloads,app_downloads,original,13w,13,Seasonal Naive,100,395,0.9964617091204799,1.0,21.0,2.0239024015292366,1.0,21.0,0.7949886400519312 weekly,app_downloads,app_downloads,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.7045991421232851,0.7031680261762778,1.0,1.2937152845591549,0.6436680853171233,5.0,0.799123950204385 weekly,app_downloads,app_downloads,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.7118899236649888,0.7104439993636894,2.0,1.2881226918102917,0.6408855770561608,3.0,0.791975845410628 weekly,app_downloads,app_downloads,original,26w,26,PatchTST-FM-r2,100,200,0.7199688294928925,0.7185064960728851,3.0,1.288280535437598,0.6409641097183163,4.0,0.781155961671179 weekly,app_downloads,app_downloads,original,26w,26,Timestral-209M,100,200,0.7279055830732848,0.7264271292609332,4.0,1.3177646986558318,0.6556335003581008,8.0,0.7935754233689016 weekly,app_downloads,app_downloads,original,26w,26,TimesFM-3.0,100,200,0.7279441609336087,0.7264656287655116,5.0,1.2659363800541723,0.6298471198478761,1.0,0.7738842782821044 weekly,app_downloads,app_downloads,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.7310632992398587,0.729578431769454,6.0,1.321386549194614,0.6574354962295472,9.0,0.8023107474650953 weekly,app_downloads,app_downloads,original,26w,26,Chronos-2,100,200,0.7384334345021716,0.7369335975016115,7.0,1.2727394107264562,0.6332318628276074,2.0,0.7667124725135023 weekly,app_downloads,app_downloads,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.7394027724693888,0.7379009666401146,8.0,1.3869780393199798,0.690069530445567,17.0,0.8122030631204544 weekly,app_downloads,app_downloads,original,26w,26,t0-beta + past & calendar covariates,100,200,0.7486615919444475,0.7471409804661041,9.0,1.3133306665833722,0.6534274160918185,7.0,0.7955257790518659 weekly,app_downloads,app_downloads,original,26w,26,TimesFM-2.5,100,200,0.7507028402561836,0.7491780827849827,10.0,1.3007367153765055,0.6471614899203862,6.0,0.795734381801773 weekly,app_downloads,app_downloads,original,26w,26,t0-gamma,100,200,0.7520030364521101,0.7504756381438729,11.0,1.34262806199144,0.6680038832883978,11.0,0.8032472023145937 weekly,app_downloads,app_downloads,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.756340843183233,0.7548046343272434,12.0,1.3346373314823963,0.6640282185741991,10.0,0.808404337208685 weekly,app_downloads,app_downloads,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.7613780333404121,0.7598315934143983,13.0,1.373942956332162,0.6835841259606246,15.0,0.7710089585725741 weekly,app_downloads,app_downloads,original,26w,26,Toto-2.0-22M,100,200,0.7650415281100255,0.7634876472357148,14.0,1.3829538756711046,0.6880673698915492,16.0,0.7858908345277911 weekly,app_downloads,app_downloads,original,26w,26,TiRex-2,100,200,0.7655762026460061,0.7640212357907324,15.0,1.3599722290094813,0.6766332060684307,14.0,0.8074351064394543 weekly,app_downloads,app_downloads,original,26w,26,t0-alpha,100,200,0.7664634922116929,0.7649067231767526,16.0,1.3597745701361696,0.6765348639447433,13.0,0.8080173010564314 weekly,app_downloads,app_downloads,original,26w,26,t0-beta,100,200,0.773215334525093,0.7716448517788681,17.0,1.35401641557502,0.6736699829577352,12.0,0.8095621967404576 weekly,app_downloads,app_downloads,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.7904310789554533,0.788825629197603,18.0,1.4055813558316843,0.6993253236348062,18.0,0.7952032144184318 weekly,app_downloads,app_downloads,original,26w,26,AutoTheta,100,200,0.8822065308430146,0.8804146753618416,19.0,1.845369973439647,0.9181353669407745,19.0,0.8897544725805595 weekly,app_downloads,app_downloads,original,26w,26,AutoETS,100,200,0.9371431349932513,0.9352396974144378,20.0,2.302028316556606,1.145338681971828,21.0,0.9414925678186548 weekly,app_downloads,app_downloads,original,26w,26,Seasonal Naive,100,200,1.0020352403603865,1.0,21.0,2.0099105642650676,1.0,20.0,0.7937450272839288 weekly,app_downloads__company,app_downloads,company,1w,1,Timestral-209M + past & calendar covariates,100,5126,0.3419509753672615,0.3409624935941892,1.0,0.5775314295872672,0.27350542854462656,1.0,0.8043308622707764 weekly,app_downloads__company,app_downloads,company,1w,1,t0-gamma + past & calendar covariates,100,5126,0.34613904431009046,0.34513845603605,2.0,0.5835313654212407,0.2763468583568256,3.0,0.7918454935622318 weekly,app_downloads__company,app_downloads,company,1w,1,Timestral-209M,100,5126,0.34640522836129467,0.3454038706258347,3.0,0.5860560234344124,0.2775424775672201,5.0,0.7850175575497463 weekly,app_downloads__company,app_downloads,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5126,0.3473079366205353,0.346303969415517,4.0,0.5828003059318361,0.27600064561636206,2.0,0.7809207959422552 weekly,app_downloads__company,app_downloads,company,1w,1,t0-gamma,100,5126,0.35074711994166646,0.34973321104830074,5.0,0.5953673131366746,0.28195208741674876,6.0,0.7881388997268826 weekly,app_downloads__company,app_downloads,company,1w,1,t0-beta + past & calendar covariates,100,5126,0.3517192092460295,0.3507024903224888,6.0,0.5855201022588854,0.27728867778547767,4.0,0.8008193523214983 weekly,app_downloads__company,app_downloads,company,1w,1,TimesFM-3.0,100,5126,0.351882854273569,0.35086566229939053,7.0,0.600549860536623,0.2844064211117802,7.0,0.7828716348029653 weekly,app_downloads__company,app_downloads,company,1w,1,t0-beta,100,5126,0.3549997182056112,0.3539735162755972,8.0,0.6014395533387032,0.28482775889296374,8.0,0.8008193523214983 weekly,app_downloads__company,app_downloads,company,1w,1,PatchTST-FM-r2,100,5126,0.35502421500263986,0.3539979422594418,9.0,0.6050521040490019,0.2865385787367695,9.0,0.7815060476004682 weekly,app_downloads__company,app_downloads,company,1w,1,Chronos-2 + past & calendar covariates,100,5126,0.3578101781532845,0.35677585199309614,10.0,0.6129062468799231,0.2902581177796178,11.0,0.7937963324229419 weekly,app_downloads__company,app_downloads,company,1w,1,t0-alpha + past & calendar covariates,100,5126,0.360510007824859,0.3594678772347582,11.0,0.6055750300729943,0.2867862243175328,10.0,0.8189621537261023 weekly,app_downloads__company,app_downloads,company,1w,1,Toto-2.0-22M,100,5126,0.3613312133793924,0.36028670892057624,12.0,0.6217987965780383,0.2944694221198431,14.0,0.7756535310183379 weekly,app_downloads__company,app_downloads,company,1w,1,Chronos-2,100,5126,0.3634690897380971,0.3624184052945291,13.0,0.6203929501848676,0.29380364602432074,13.0,0.7699960983222786 weekly,app_downloads__company,app_downloads,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5126,0.36352534020743515,0.3624744931599629,14.0,0.622146241435872,0.29463396390903257,15.0,0.7604369879047991 weekly,app_downloads__company,app_downloads,company,1w,1,t0-alpha,100,5126,0.36769766550985267,0.3666347574717418,15.0,0.6167303169014852,0.29206910824082866,12.0,0.8080374561061257 weekly,app_downloads__company,app_downloads,company,1w,1,TimesFM-2.5,100,5126,0.36913806746883265,0.3680709956435566,16.0,0.6379271753340562,0.3021074465067534,16.0,0.8248146703082325 weekly,app_downloads__company,app_downloads,company,1w,1,TiRex-2 + past & calendar covariates,100,5126,0.3699931376150641,0.36892359402829256,17.0,0.6429899719919074,0.30450506904052527,17.0,0.8160358954350371 weekly,app_downloads__company,app_downloads,company,1w,1,TiRex-2,100,5126,0.3718271074629046,0.3707522623975658,18.0,0.6435644492460703,0.3047771280827513,18.0,0.8064767850175576 weekly,app_downloads__company,app_downloads,company,1w,1,AutoETS,100,5126,0.40090111734925077,0.3997422276959066,19.0,0.8252313887727462,0.39081035779484335,19.0,0.8786578228638314 weekly,app_downloads__company,app_downloads,company,1w,1,AutoTheta,100,5126,0.43524839098023976,0.4339902132523332,20.0,1.1015914890592016,0.5216880620879248,20.0,0.8689036285602809 weekly,app_downloads__company,app_downloads,company,1w,1,Seasonal Naive,100,5126,1.0028990923976782,1.0,21.0,2.1115903719367464,1.0,21.0,0.833593445181428 weekly,app_downloads__company,app_downloads,company,4w,4,Timestral-209M + past & calendar covariates,100,1290,0.44867844886983743,0.43972854075861095,1.0,0.7653645744525986,0.36198574067695183,1.0,0.8144056847545219 weekly,app_downloads__company,app_downloads,company,4w,4,Timestral-209M,100,1290,0.45684945574295444,0.4477365583888196,2.0,0.7815106494134353,0.36962216532843795,4.0,0.7908268733850129 weekly,app_downloads__company,app_downloads,company,4w,4,PatchTST-FM-r2,100,1290,0.4585320816187544,0.44938562047965974,3.0,0.787276009422263,0.3723489417990597,6.0,0.7800387596899225 weekly,app_downloads__company,app_downloads,company,4w,4,t0-beta + past & calendar covariates,100,1290,0.4613371079229147,0.45213469417959967,4.0,0.7734104378888881,0.365791100805429,2.0,0.7916020671834625 weekly,app_downloads__company,app_downloads,company,4w,4,TimesFM-3.0,100,1290,0.462894057901344,0.45366058726355185,5.0,0.7930012972620417,0.3750567657935963,7.0,0.7869509043927648 weekly,app_downloads__company,app_downloads,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1290,0.46306565428401963,0.45382876076763584,6.0,0.776907117337277,0.3674448853445687,3.0,0.7917958656330749 weekly,app_downloads__company,app_downloads,company,4w,4,Chronos-2 + past & calendar covariates,100,1290,0.46417010479192133,0.4549111805081048,7.0,0.7870240848338002,0.37222979190397254,5.0,0.7763565891472868 weekly,app_downloads__company,app_downloads,company,4w,4,t0-gamma + past & calendar covariates,100,1290,0.46816924327390264,0.4588305471133045,8.0,0.8110682836387739,0.38360170197653803,9.0,0.7849483204134368 weekly,app_downloads__company,app_downloads,company,4w,4,Chronos-2,100,1290,0.47072131646039544,0.46133171341855583,9.0,0.8039887885149731,0.3802533940308237,8.0,0.7555555555555555 weekly,app_downloads__company,app_downloads,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1290,0.4797479378733608,0.4701782784182828,10.0,0.8205322599648828,0.3880777707606281,12.0,0.7729974160206718 weekly,app_downloads__company,app_downloads,company,4w,4,t0-gamma,100,1290,0.48054779044452595,0.470962176117908,11.0,0.8251677301897584,0.3902701561658942,15.0,0.7901162790697674 weekly,app_downloads__company,app_downloads,company,4w,4,t0-alpha,100,1290,0.4810224222630488,0.47142734032956646,12.0,0.818332254281695,0.38703725920142534,10.0,0.8062015503875969 weekly,app_downloads__company,app_downloads,company,4w,4,Toto-2.0-22M,100,1290,0.48143579342219345,0.4718324658644795,13.0,0.823762668637386,0.3896056202522794,14.0,0.7781653746770026 weekly,app_downloads__company,app_downloads,company,4w,4,t0-beta,100,1290,0.48244712581845606,0.4728236249449984,14.0,0.820342659277403,0.38798809748911656,11.0,0.8078811369509045 weekly,app_downloads__company,app_downloads,company,4w,4,t0-alpha + past & calendar covariates,100,1290,0.48732176321593756,0.4776010266564493,15.0,0.822717314703078,0.3891112111421495,13.0,0.8038759689922481 weekly,app_downloads__company,app_downloads,company,4w,4,TimesFM-2.5,100,1290,0.49122136369968866,0.48142284077428965,16.0,0.8377480849971328,0.39622014288455476,16.0,0.8068475452196382 weekly,app_downloads__company,app_downloads,company,4w,4,TiRex-2 + past & calendar covariates,100,1290,0.5001023725070926,0.4901266977417479,17.0,0.8663348377790451,0.40974049282590197,17.0,0.8180878552971576 weekly,app_downloads__company,app_downloads,company,4w,4,TiRex-2,100,1290,0.5074339285673546,0.4973120093072789,18.0,0.877553725201365,0.41504656186632544,18.0,0.8098837209302325 weekly,app_downloads__company,app_downloads,company,4w,4,AutoETS,100,1290,0.5443561774714734,0.5334977603123253,19.0,1.159825930294675,0.5485496225564521,19.0,0.8735788113695091 weekly,app_downloads__company,app_downloads,company,4w,4,AutoTheta,100,1290,0.5817088487144974,0.5701053479076368,20.0,1.473216502378422,0.6967703818436782,20.0,0.8524547803617571 weekly,app_downloads__company,app_downloads,company,4w,4,Seasonal Naive,100,1290,1.0203532572522727,1.0,21.0,2.1143500653403793,1.0,21.0,0.8320413436692505 weekly,app_downloads__company,app_downloads,company,13w,13,Timestral-209M + past & calendar covariates,100,399,0.6188968972903323,0.579625857144921,1.0,1.0325489104016097,0.4870116660257724,5.0,0.7951747431070739 weekly,app_downloads__company,app_downloads,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,399,0.6238105387590681,0.5842277119296005,2.0,1.0084779981591376,0.47565838778793385,2.0,0.7773307797743888 weekly,app_downloads__company,app_downloads,company,13w,13,PatchTST-FM-r2,100,399,0.6267691969972989,0.5869986335885097,3.0,0.99647670931547,0.4699978639954699,1.0,0.7629203920557304 weekly,app_downloads__company,app_downloads,company,13w,13,t0-beta + past & calendar covariates,100,399,0.6335807539143818,0.5933779748549491,4.0,1.0202896947208908,0.48122948854953645,3.0,0.7676335360545886 weekly,app_downloads__company,app_downloads,company,13w,13,TimesFM-3.0,100,399,0.6409339903587057,0.6002646243041402,5.0,1.036176101135182,0.48872246556694204,6.0,0.7638076418151606 weekly,app_downloads__company,app_downloads,company,13w,13,Timestral-209M,100,399,0.6421912607720239,0.6014421167817615,6.0,1.044177130424623,0.4924962283058481,7.0,0.774332135422361 weekly,app_downloads__company,app_downloads,company,13w,13,Toto-2.0-22M,100,399,0.6427342318176213,0.6019506345317893,7.0,1.0315096836371593,0.4865215046853893,4.0,0.7763981980147394 weekly,app_downloads__company,app_downloads,company,13w,13,Chronos-2 + past & calendar covariates,100,399,0.6431097151257478,0.6023022921911979,8.0,1.0611991005853767,0.5005248049316326,9.0,0.7554377952874193 weekly,app_downloads__company,app_downloads,company,13w,13,Chronos-2,100,399,0.6489343130490568,0.6077573002524821,9.0,1.0903872019676832,0.5142916548494708,11.0,0.7372058810028734 weekly,app_downloads__company,app_downloads,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,399,0.651799812168177,0.6104409740442557,10.0,1.0494487317228984,0.4949826299717006,8.0,0.7672760336294171 weekly,app_downloads__company,app_downloads,company,13w,13,t0-alpha,100,399,0.6739741957314145,0.6312083201656765,11.0,1.0882020603953728,0.5132610117226293,10.0,0.7875060959647425 weekly,app_downloads__company,app_downloads,company,13w,13,t0-beta,100,399,0.6812810934000052,0.6380515711865978,12.0,1.11242082235326,0.524684024706687,12.0,0.7959639775429249 weekly,app_downloads__company,app_downloads,company,13w,13,TimesFM-2.5,100,399,0.6863077911885092,0.6427593084963606,13.0,1.1401643907315515,0.5377695466817733,14.0,0.7860756411508291 weekly,app_downloads__company,app_downloads,company,13w,13,t0-gamma + past & calendar covariates,100,399,0.6869668405086554,0.6433765389732996,14.0,1.1430869666695742,0.5391480078493994,15.0,0.7667998876645493 weekly,app_downloads__company,app_downloads,company,13w,13,t0-gamma,100,399,0.6928226033600616,0.6488607344456699,15.0,1.1571898848596667,0.5457997854207987,16.0,0.7755038681730411 weekly,app_downloads__company,app_downloads,company,13w,13,t0-alpha + past & calendar covariates,100,399,0.6998097320961978,0.6554045069227922,16.0,1.1320904084511194,0.5339613749600808,13.0,0.7803763974816607 weekly,app_downloads__company,app_downloads,company,13w,13,TiRex-2 + past & calendar covariates,100,399,0.7232545107257997,0.6773616373725528,17.0,1.2083370961575886,0.569923861613068,17.0,0.8027942817416501 weekly,app_downloads__company,app_downloads,company,13w,13,TiRex-2,100,399,0.7355570603067082,0.688883549789827,18.0,1.2403828545037205,0.5850385530373597,18.0,0.7994438310227785 weekly,app_downloads__company,app_downloads,company,13w,13,AutoTheta,100,399,0.7878397414324927,0.737848723139454,19.0,1.9987623358580209,0.9427355599040509,20.0,0.8609866741445689 weekly,app_downloads__company,app_downloads,company,13w,13,AutoETS,100,399,0.8388548378926212,0.7856267442322974,20.0,1.9703687675420563,0.9293434591806129,19.0,0.8857673932861903 weekly,app_downloads__company,app_downloads,company,13w,13,Seasonal Naive,100,399,1.0677523952068835,1.0,21.0,2.120172846838884,1.0,21.0,0.8322715296399507 weekly,app_downloads__company,app_downloads,company,26w,26,Timestral-209M + past & calendar covariates,100,200,0.8173237302767719,0.7057211952260375,1.0,1.3181965438243652,0.6192714012176773,5.0,0.7812665894333228 weekly,app_downloads__company,app_downloads,company,26w,26,t0-beta + past & calendar covariates,100,200,0.8179069679559267,0.7062247939553863,2.0,1.2802655050856695,0.6014518980340278,1.0,0.7780482200770245 weekly,app_downloads__company,app_downloads,company,26w,26,PatchTST-FM-r2,100,200,0.8289846191552147,0.7157898328194988,3.0,1.302123667550546,0.6117205753121495,3.0,0.7533226790213347 weekly,app_downloads__company,app_downloads,company,26w,26,Timestral-209M,100,200,0.8382405686980967,0.7237819166565148,4.0,1.3476696046933159,0.6331174576255758,9.0,0.7805191412674536 weekly,app_downloads__company,app_downloads,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.8394276095902249,0.7248068715013853,5.0,1.317358658843108,0.6188777738721701,4.0,0.770958901726293 weekly,app_downloads__company,app_downloads,company,26w,26,Toto-2.0-22M,100,200,0.8405701555689356,0.7257934070488402,6.0,1.2959788507699164,0.6088338211966164,2.0,0.777728219107996 weekly,app_downloads__company,app_downloads,company,26w,26,TimesFM-3.0,100,200,0.8433662716664184,0.7282077238259123,7.0,1.3218923692100144,0.6210076513815466,6.0,0.7635400244864019 weekly,app_downloads__company,app_downloads,company,26w,26,t0-alpha,100,200,0.8508590163696391,0.7346773619284177,8.0,1.3375754791985752,0.6283753702119192,8.0,0.7899347568716562 weekly,app_downloads__company,app_downloads,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.8597374620773429,0.7423434886839304,9.0,1.3340799418367244,0.6267332127277235,7.0,0.7725075710523231 weekly,app_downloads__company,app_downloads,company,26w,26,Chronos-2 + past & calendar covariates,100,200,0.8611260128944583,0.7435424380181862,10.0,1.4413359687703218,0.6771206837003827,15.0,0.7735435334936597 weekly,app_downloads__company,app_downloads,company,26w,26,TimesFM-2.5,100,200,0.872818723137922,0.7536385518868666,11.0,1.3738329040143118,0.6454086315835842,10.0,0.7829050462822202 weekly,app_downloads__company,app_downloads,company,26w,26,t0-gamma + past & calendar covariates,100,200,0.8748535094880261,0.7553954956801647,12.0,1.4253462694232444,0.6696089332212118,13.0,0.7696822202959318 weekly,app_downloads__company,app_downloads,company,26w,26,t0-beta,100,200,0.8764798067371357,0.7567997280496883,13.0,1.3872123155776752,0.6516941031888078,12.0,0.8014740747778791 weekly,app_downloads__company,app_downloads,company,26w,26,Chronos-2,100,200,0.8797969730271347,0.7596639475409649,14.0,1.5264203985696574,0.7170922299090958,18.0,0.7311740462966536 weekly,app_downloads__company,app_downloads,company,26w,26,t0-gamma,100,200,0.8809473293015695,0.7606572269171248,15.0,1.4326699645173064,0.6730495088654422,14.0,0.779832723578862 weekly,app_downloads__company,app_downloads,company,26w,26,t0-alpha + past & calendar covariates,100,200,0.8884661693877203,0.7671493971744534,16.0,1.3849285719066708,0.6506212304447618,11.0,0.7815097356855989 weekly,app_downloads__company,app_downloads,company,26w,26,TiRex-2 + past & calendar covariates,100,200,0.9072358811269018,0.7833561741367934,17.0,1.453607815787107,0.6828858360467586,16.0,0.8099750481402656 weekly,app_downloads__company,app_downloads,company,26w,26,TiRex-2,100,200,0.9182899615757697,0.7929008607493528,18.0,1.475598943091145,0.6932169784577512,17.0,0.8049999645282254 weekly,app_downloads__company,app_downloads,company,26w,26,AutoTheta,100,200,0.9265667654836246,0.8000474976694932,19.0,2.470183690117643,1.1604598132279906,20.0,0.8845773791425965 weekly,app_downloads__company,app_downloads,company,26w,26,AutoETS,100,200,1.029464161769506,0.888894634737114,20.0,5.075314656985949,2.3843160824362415,21.0,0.9239551282051282 weekly,app_downloads__company,app_downloads,company,26w,26,Seasonal Naive,100,200,1.158139695683915,1.0,21.0,2.128624931221411,1.0,19.0,0.8324979020979021 weekly,app_downloads__product,app_downloads,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5066,0.1484695237699597,0.27183361550490404,1.0,0.6806237473269954,0.18550670074691183,1.0,0.8099091985787603 weekly,app_downloads__product,app_downloads,product,1w,1,t0-gamma + past & calendar covariates,100,5066,0.14855539884042374,0.2719908446135671,2.0,0.6875267291631946,0.18738813581405173,3.0,0.8150414528227399 weekly,app_downloads__product,app_downloads,product,1w,1,TimesFM-3.0,100,5066,0.14870302030729454,0.2722611255173289,3.0,0.6829985678903241,0.18615396750670266,2.0,0.8059613106987762 weekly,app_downloads__product,app_downloads,product,1w,1,Timestral-209M,100,5066,0.15102369584672437,0.2765100623110808,4.0,0.6912120231799129,0.18839257730909012,5.0,0.803000394788788 weekly,app_downloads__product,app_downloads,product,1w,1,Timestral-209M + past & calendar covariates,100,5066,0.15240253452434543,0.27903458514525165,5.0,0.6885219006417398,0.18765937374600367,4.0,0.8162258191867351 weekly,app_downloads__product,app_downloads,product,1w,1,PatchTST-FM-r2,100,5066,0.15340788068509717,0.28087527860726175,6.0,0.7289163358718683,0.19866903721646711,9.0,0.8091196210027635 weekly,app_downloads__product,app_downloads,product,1w,1,t0-gamma,100,5066,0.15349576098996706,0.28103617910992296,7.0,0.703633700830649,0.19177815480000102,6.0,0.8144492696407422 weekly,app_downloads__product,app_downloads,product,1w,1,t0-beta + past & calendar covariates,100,5066,0.15663585436301652,0.28678539223423777,8.0,0.708162750368289,0.19301256520743465,7.0,0.8359652585866562 weekly,app_downloads__product,app_downloads,product,1w,1,t0-beta,100,5066,0.15925261253698658,0.2915764282480289,9.0,0.7192128215477696,0.19602430591670958,8.0,0.8337939202526649 weekly,app_downloads__product,app_downloads,product,1w,1,TimesFM-2.5,100,5066,0.16325948712739324,0.29891263556605463,10.0,0.7711692903612095,0.21018524747934728,17.0,0.8641926569285432 weekly,app_downloads__product,app_downloads,product,1w,1,Chronos-2 + past & calendar covariates,100,5066,0.16344957988323144,0.29926067737146145,11.0,0.7694003349493203,0.20970311166860497,16.0,0.7923410975128307 weekly,app_downloads__product,app_downloads,product,1w,1,t0-alpha + past & calendar covariates,100,5066,0.16406445386121457,0.30038645330359154,12.0,0.753739643122313,0.20543472802249851,10.0,0.8375444137386499 weekly,app_downloads__product,app_downloads,product,1w,1,TiRex-2 + past & calendar covariates,100,5066,0.16439880184087124,0.3009986127410237,13.0,0.7540884319253355,0.20552979179357656,12.0,0.8616265298065535 weekly,app_downloads__product,app_downloads,product,1w,1,TiRex-2,100,5066,0.16480652568263462,0.30174511642218194,14.0,0.7538875076531799,0.2054750290866126,11.0,0.8513620213185945 weekly,app_downloads__product,app_downloads,product,1w,1,Toto-2.0-22M,100,5066,0.1654555513764582,0.3029334209066834,15.0,0.765722585598879,0.20870072650227212,13.0,0.7958941966048164 weekly,app_downloads__product,app_downloads,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,5066,0.16704636586569824,0.30584605134576076,16.0,0.7681200899054248,0.20935417580620913,15.0,0.7716146861429135 weekly,app_downloads__product,app_downloads,product,1w,1,Chronos-2,100,5066,0.1680628090097305,0.30770706233159495,17.0,0.7924351871026285,0.21598135194737114,18.0,0.7913541255428346 weekly,app_downloads__product,app_downloads,product,1w,1,t0-alpha,100,5066,0.16902707543040513,0.309472542685988,18.0,0.7677830126830806,0.2092623040728769,14.0,0.8448480063166206 weekly,app_downloads__product,app_downloads,product,1w,1,AutoTheta,100,5066,0.1992512094090153,0.3648100652043473,19.0,1.8960843556960083,0.5167853083944985,20.0,0.9561784445321753 weekly,app_downloads__product,app_downloads,product,1w,1,AutoETS,100,5066,0.19994528718899512,0.36608085578535476,20.0,1.0891535522303197,0.2968531187377985,19.0,0.9269640742202921 weekly,app_downloads__product,app_downloads,product,1w,1,Seasonal Naive,100,5066,0.5461779386415924,1.0,21.0,3.6689981795082183,1.0,21.0,0.8888669561784446 weekly,app_downloads__product,app_downloads,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1275,0.19172331200830334,0.351358864238106,1.0,0.9715997914575717,0.2642231825017798,2.0,0.8228104575163399 weekly,app_downloads__product,app_downloads,product,4w,4,TimesFM-3.0,100,1275,0.1928049759795852,0.353341159559712,2.0,0.9642644660557205,0.2622283662827935,1.0,0.8054901960784314 weekly,app_downloads__product,app_downloads,product,4w,4,t0-gamma + past & calendar covariates,100,1275,0.19608440229250257,0.3593511512116886,3.0,0.9897270437151342,0.2691528256775162,3.0,0.8083006535947712 weekly,app_downloads__product,app_downloads,product,4w,4,Timestral-209M + past & calendar covariates,100,1275,0.1961318659253521,0.3594381347295296,4.0,1.0039531566276514,0.273021567582798,5.0,0.8269281045751633 weekly,app_downloads__product,app_downloads,product,4w,4,Timestral-209M,100,1275,0.19914672242265222,0.3649632664604397,5.0,1.0032023841892799,0.27281739763057566,4.0,0.8071241830065359 weekly,app_downloads__product,app_downloads,product,4w,4,PatchTST-FM-r2,100,1275,0.19965047380146028,0.3658864589009537,6.0,1.004851052234417,0.27326574716873436,6.0,0.792156862745098 weekly,app_downloads__product,app_downloads,product,4w,4,t0-gamma,100,1275,0.20135174854674714,0.36900427465324515,7.0,1.0125366176517552,0.2753558099412349,7.0,0.8181699346405229 weekly,app_downloads__product,app_downloads,product,4w,4,t0-beta + past & calendar covariates,100,1275,0.20600931643498846,0.37753989687978723,8.0,1.025509449003176,0.2788837262869034,9.0,0.8177124183006536 weekly,app_downloads__product,app_downloads,product,4w,4,Chronos-2 + past & calendar covariates,100,1275,0.2060437988094425,0.3776030904883135,9.0,1.0602978195356532,0.2883443026033647,13.0,0.7702614379084968 weekly,app_downloads__product,app_downloads,product,4w,4,t0-beta,100,1275,0.2078490037638061,0.38091137238600326,10.0,1.012769241994084,0.27541907132168997,8.0,0.8316993464052288 weekly,app_downloads__product,app_downloads,product,4w,4,TimesFM-2.5,100,1275,0.21243565870258777,0.3893170370548497,11.0,1.0707064025992916,0.2911748805497462,14.0,0.8315686274509804 weekly,app_downloads__product,app_downloads,product,4w,4,t0-alpha + past & calendar covariates,100,1275,0.2137850375050559,0.391789955963332,12.0,1.0598282629101567,0.2882166083129333,12.0,0.8156209150326797 weekly,app_downloads__product,app_downloads,product,4w,4,Chronos-2,100,1275,0.21384374510990836,0.39189754557852813,13.0,1.0986167229953114,0.298764995064507,17.0,0.7629411764705882 weekly,app_downloads__product,app_downloads,product,4w,4,TiRex-2 + past & calendar covariates,100,1275,0.21393543351373565,0.3920655769623755,14.0,1.0553493884967653,0.28699859400093275,11.0,0.8461437908496732 weekly,app_downloads__product,app_downloads,product,4w,4,TiRex-2,100,1275,0.21470421961738623,0.393474481332904,15.0,1.0541215826607573,0.2866646964761117,10.0,0.8402614379084967 weekly,app_downloads__product,app_downloads,product,4w,4,t0-alpha,100,1275,0.21943990330960175,0.4021532613208885,16.0,1.0712717471894153,0.2913286240438535,15.0,0.8329411764705882 weekly,app_downloads__product,app_downloads,product,4w,4,Toto-2.0-22M,100,1275,0.2218842892922296,0.4066329287834372,17.0,1.1013782558330474,0.2995159843106812,18.0,0.8037254901960784 weekly,app_downloads__product,app_downloads,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1275,0.22290151520601806,0.4084971326614028,18.0,1.093514881085595,0.29737756690956274,16.0,0.7807843137254902 weekly,app_downloads__product,app_downloads,product,4w,4,AutoETS,100,1275,0.25053660795921834,0.4591421726472478,19.0,1.5165632539199287,0.41242409985992345,19.0,0.9315032679738563 weekly,app_downloads__product,app_downloads,product,4w,4,AutoTheta,100,1275,0.2543707043048535,0.4661686720503224,20.0,2.4138865456887793,0.6564480467243586,20.0,0.9526143790849673 weekly,app_downloads__product,app_downloads,product,4w,4,Seasonal Naive,100,1275,0.5456623740631683,1.0,21.0,3.6771935840679952,1.0,21.0,0.8899346405228759 weekly,app_downloads__product,app_downloads,product,13w,13,TimesFM-3.0,100,393,0.2617634394425057,0.4785641220808687,1.0,1.3946846990826003,0.3771488598522591,1.0,0.7798339630400699 weekly,app_downloads__product,app_downloads,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,393,0.27218082227419527,0.49760950779189667,2.0,1.5344122844922061,0.41493381552131164,6.0,0.8064487110288636 weekly,app_downloads__product,app_downloads,product,13w,13,t0-gamma + past & calendar covariates,100,393,0.2724578435203798,0.4981159667143513,3.0,1.4917577973481493,0.40339924343878597,2.0,0.7864705975392999 weekly,app_downloads__product,app_downloads,product,13w,13,PatchTST-FM-r2,100,393,0.2739639478934561,0.5008694739214634,4.0,1.5622885694858133,0.42247208500198435,9.0,0.7623346401972357 weekly,app_downloads__product,app_downloads,product,13w,13,t0-gamma,100,393,0.2773737259556888,0.5071033370167771,5.0,1.5036017419197698,0.40660206784367,5.0,0.8100297356022547 weekly,app_downloads__product,app_downloads,product,13w,13,Timestral-209M + past & calendar covariates,100,393,0.2777743886257887,0.5078358410646123,6.0,1.624160738503099,0.4392034781382287,12.0,0.8062203558386764 weekly,app_downloads__product,app_downloads,product,13w,13,t0-beta + past & calendar covariates,100,393,0.28026227618676935,0.5123842750590325,7.0,1.6346079832263984,0.4420286087491701,13.0,0.787785864121742 weekly,app_downloads__product,app_downloads,product,13w,13,TimesFM-2.5,100,393,0.28032665202147006,0.5125019689771838,8.0,1.5018951348918668,0.40614056934496784,4.0,0.8287138363474241 weekly,app_downloads__product,app_downloads,product,13w,13,Timestral-209M,100,393,0.28116223712613636,0.5140296118477472,9.0,1.6572651036600956,0.4481555183974405,14.0,0.7911489132863179 weekly,app_downloads__product,app_downloads,product,13w,13,Chronos-2 + past & calendar covariates,100,393,0.2826435052253106,0.5167377126006922,10.0,1.7961267218693433,0.4857063003191942,18.0,0.7670256093920216 weekly,app_downloads__product,app_downloads,product,13w,13,t0-beta,100,393,0.2834002935598543,0.5181212967471004,11.0,1.4919004582732347,0.4034378216244338,3.0,0.8171472999717275 weekly,app_downloads__product,app_downloads,product,13w,13,Chronos-2,100,393,0.28720903452310065,0.5250845563191454,12.0,1.7537777319820724,0.4742543404157228,17.0,0.7414040581979513 weekly,app_downloads__product,app_downloads,product,13w,13,t0-alpha + past & calendar covariates,100,393,0.2899756039561964,0.5301424852443803,13.0,1.599688029426522,0.43258559932174906,11.0,0.8029319422449193 weekly,app_downloads__product,app_downloads,product,13w,13,t0-alpha,100,393,0.29027778217086464,0.5306949369248849,14.0,1.5356460203185212,0.41526744079199807,7.0,0.8209912790065461 weekly,app_downloads__product,app_downloads,product,13w,13,TiRex-2,100,393,0.2920293528038941,0.5338972132398799,15.0,1.5464233556686806,0.4181818340898035,8.0,0.8322350536090994 weekly,app_downloads__product,app_downloads,product,13w,13,TiRex-2 + past & calendar covariates,100,393,0.2921403902013348,0.5341002152891253,16.0,1.5659197660232087,0.42345402854440584,10.0,0.8336051847502228 weekly,app_downloads__product,app_downloads,product,13w,13,Toto-2.0-22M,100,393,0.2923469461318072,0.5344778473134356,17.0,1.7036298063918254,0.46069340225331346,16.0,0.8027741695680627 weekly,app_downloads__product,app_downloads,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,393,0.2968690376717841,0.5427452767619767,18.0,1.6986363646678375,0.45934308210268765,15.0,0.7807335440923228 weekly,app_downloads__product,app_downloads,product,13w,13,AutoTheta,100,393,0.33859578073189106,0.6190314158896684,19.0,3.39258559420358,0.9174186750931724,20.0,0.9614579935190621 weekly,app_downloads__product,app_downloads,product,13w,13,Seasonal Naive,100,393,0.5469767317790538,1.0,20.0,3.6979687533165064,1.0,21.0,0.8869958144767305 weekly,app_downloads__product,app_downloads,product,13w,13,AutoETS,100,393,0.5727296848531906,1.047082355752821,21.0,2.9032769840483237,0.785100463989733,19.0,0.9441215838162402 weekly,app_downloads__product,app_downloads,product,26w,26,TimesFM-3.0,100,198,0.3098964785034209,0.566543386599487,1.0,1.7167099557606293,0.46159028110088435,1.0,0.7781468477845289 weekly,app_downloads__product,app_downloads,product,26w,26,t0-gamma,100,198,0.3279475349512894,0.5995437830578838,2.0,1.8634091309184522,0.5010348671074731,3.0,0.8204438476177607 weekly,app_downloads__product,app_downloads,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,198,0.3285612024164404,0.600665671391793,3.0,2.0053294444459366,0.5391945091572286,8.0,0.802886984191332 weekly,app_downloads__product,app_downloads,product,26w,26,t0-gamma + past & calendar covariates,100,198,0.3299431843375918,0.6031921690196766,4.0,1.9067615237657831,0.5126914915323773,5.0,0.7853709052622097 weekly,app_downloads__product,app_downloads,product,26w,26,t0-beta + past & calendar covariates,100,198,0.33516602849309707,0.6127404150334133,5.0,2.075102607363677,0.5579551703722605,10.0,0.7780450454001179 weekly,app_downloads__product,app_downloads,product,26w,26,TimesFM-2.5,100,198,0.3364729936521337,0.6151297692814641,6.0,1.9269825140331185,0.5181285268045948,6.0,0.8195126666141159 weekly,app_downloads__product,app_downloads,product,26w,26,PatchTST-FM-r2,100,198,0.3374538265108749,0.6169228983036552,7.0,2.117054047926216,0.5692351056792527,11.0,0.7536912269158645 weekly,app_downloads__product,app_downloads,product,26w,26,t0-beta,100,198,0.33899835658062644,0.6197465615496773,8.0,1.859289118272006,0.49992707496749583,2.0,0.8092576827359436 weekly,app_downloads__product,app_downloads,product,26w,26,TiRex-2 + past & calendar covariates,100,198,0.3410350201283028,0.6234699283631261,9.0,1.9678687713782612,0.5291220548363849,7.0,0.8442405849652227 weekly,app_downloads__product,app_downloads,product,26w,26,TiRex-2,100,198,0.34167813970717953,0.6246456601622251,10.0,1.9064653960985465,0.5126118684995505,4.0,0.8402131309377687 weekly,app_downloads__product,app_downloads,product,26w,26,t0-alpha,100,198,0.34531119868666693,0.6312875089108605,11.0,2.0493813326294075,0.5510392144211551,9.0,0.8128529066210226 weekly,app_downloads__product,app_downloads,product,26w,26,Timestral-209M + past & calendar covariates,100,198,0.3492491697803886,0.6384867887818105,12.0,2.359517478688811,0.6344288577087287,13.0,0.7990415864328908 weekly,app_downloads__product,app_downloads,product,26w,26,t0-alpha + past & calendar covariates,100,198,0.35819711420886285,0.65484515065831,13.0,2.1334774208647493,0.5736510347101783,12.0,0.7900394787713628 weekly,app_downloads__product,app_downloads,product,26w,26,Timestral-209M,100,198,0.35960479247832866,0.6574186255744403,14.0,2.4967856195340343,0.6713376200225515,15.0,0.7983018631931676 weekly,app_downloads__product,app_downloads,product,26w,26,Chronos-2,100,198,0.3652373475781818,0.6677158927679551,15.0,2.7059633947084736,0.7275814996125934,17.0,0.7395682868344265 weekly,app_downloads__product,app_downloads,product,26w,26,Toto-2.0-22M,100,198,0.3691591760528244,0.6748856611900308,16.0,2.473631651055976,0.6651119633339977,14.0,0.8138443427211542 weekly,app_downloads__product,app_downloads,product,26w,26,Chronos-2 + past & calendar covariates,100,198,0.37466784654472307,0.6849564462832098,17.0,3.0384247601903365,0.8169739649111141,18.0,0.7869870421385573 weekly,app_downloads__product,app_downloads,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,198,0.37745639161837685,0.6900543802040553,18.0,2.564948137114488,0.6896652096919229,16.0,0.7844704101588159 weekly,app_downloads__product,app_downloads,product,26w,26,AutoTheta,100,198,0.39060931177000224,0.7141001517544804,19.0,4.268687835296801,1.1477680380513375,20.0,0.9615367348700682 weekly,app_downloads__product,app_downloads,product,26w,26,AutoETS,100,198,0.43352436888304585,0.792556163614795,20.0,9.70175084343245,2.608614159872183,21.0,0.9609141247909364 weekly,app_downloads__product,app_downloads,product,26w,26,Seasonal Naive,100,198,0.5469951390015952,1.0,21.0,3.7191206705355833,1.0,19.0,0.8861131849899966 weekly,app_downloads__service,app_downloads,service,1w,1,TimesFM-3.0 + past & calendar covariates,99,4964,0.31734304462233015,0.39780859554175946,1.0,0.6719928592420191,0.4323611423956294,1.0,0.7788074133763094 weekly,app_downloads__service,app_downloads,service,1w,1,Timestral-209M + past & calendar covariates,99,4964,0.3189484390237575,0.3998210539930939,2.0,0.6768127892905027,0.4354622921078153,2.0,0.8023771152296535 weekly,app_downloads__service,app_downloads,service,1w,1,Timestral-209M,99,4964,0.3196985278925497,0.4007613355101533,3.0,0.6789636913223032,0.43684618547343723,3.0,0.7838436744560838 weekly,app_downloads__service,app_downloads,service,1w,1,t0-gamma + past & calendar covariates,99,4964,0.32065604605854037,0.40196164212872687,4.0,0.6842662288552176,0.44025784551386166,6.0,0.782634971796938 weekly,app_downloads__service,app_downloads,service,1w,1,TimesFM-3.0,99,4964,0.3210453221351673,0.4024496231068676,5.0,0.6819236720912643,0.43875064122640556,5.0,0.7717566478646253 weekly,app_downloads__service,app_downloads,service,1w,1,t0-gamma,99,4964,0.32464971092170747,0.40696794126527075,6.0,0.6937973176493262,0.4463901613303469,9.0,0.7862610797743755 weekly,app_downloads__service,app_downloads,service,1w,1,PatchTST-FM-r2,99,4964,0.32490697195212165,0.4072904334418946,7.0,0.6807837015755683,0.43801718260748573,4.0,0.7753827558420628 weekly,app_downloads__service,app_downloads,service,1w,1,t0-beta + past & calendar covariates,99,4964,0.3253131421296982,0.407799592191805,8.0,0.6879688236909918,0.44264010019262295,8.0,0.791095890410959 weekly,app_downloads__service,app_downloads,service,1w,1,Chronos-2 + past & calendar covariates,99,4964,0.3305860556492907,0.4144095064697077,9.0,0.687694389000465,0.44246352853017556,7.0,0.7999597099113618 weekly,app_downloads__service,app_downloads,service,1w,1,t0-beta,99,4964,0.3310979399415943,0.4150511842214401,10.0,0.7024242650698085,0.4519407513266662,12.0,0.7949234488315874 weekly,app_downloads__service,app_downloads,service,1w,1,Chronos-2,99,4964,0.3341339567131031,0.41885701386977064,11.0,0.6954579739306245,0.4474586298966922,10.0,0.7729653505237711 weekly,app_downloads__service,app_downloads,service,1w,1,TimesFM-2.5,99,4964,0.33645279150776697,0.421763812769543,12.0,0.7053573230841363,0.4538278849417732,15.0,0.8174858984689767 weekly,app_downloads__service,app_downloads,service,1w,1,t0-alpha + past & calendar covariates,99,4964,0.33678997937759453,0.4221864980472035,13.0,0.7005620844183202,0.4507426216996153,11.0,0.8060032232070911 weekly,app_downloads__service,app_downloads,service,1w,1,TiRex-2 + past & calendar covariates,99,4964,0.33877079689886025,0.4246695719620486,14.0,0.7051420405548234,0.453689371862309,13.0,0.8080177276390008 weekly,app_downloads__service,app_downloads,service,1w,1,TiRex-2,99,4964,0.33883405110629033,0.42474886491598685,15.0,0.7051827812850836,0.45371558450495103,14.0,0.798348106365834 weekly,app_downloads__service,app_downloads,service,1w,1,Toto-2.0-22M + past & calendar covariates,99,4964,0.3390406430319067,0.4250078403218525,16.0,0.7240074075216588,0.46582737526712803,17.0,0.7677276390008058 weekly,app_downloads__service,app_downloads,service,1w,1,Toto-2.0-22M,99,4964,0.33952946204273554,0.42562060435581256,17.0,0.7249115596757286,0.4664091080234464,18.0,0.7723609991941982 weekly,app_downloads__service,app_downloads,service,1w,1,t0-alpha,99,4964,0.3453409541034865,0.43290565923212393,18.0,0.7156001195531306,0.4604181144684017,16.0,0.7919016921837227 weekly,app_downloads__service,app_downloads,service,1w,1,AutoETS,99,4964,0.40282435095183716,0.5049645549751407,19.0,0.9268070073926624,0.5963089205271568,19.0,0.9002820306204674 weekly,app_downloads__service,app_downloads,service,1w,1,AutoTheta,99,4964,0.41562960998271686,0.5210167174439451,20.0,1.0165841499123305,0.6540716591738174,20.0,0.8531426269137792 weekly,app_downloads__service,app_downloads,service,1w,1,Seasonal Naive,99,4964,0.797727973147874,1.0,21.0,1.5542397161748551,1.0,21.0,0.8376309427880742 weekly,app_downloads__service,app_downloads,service,4w,4,Timestral-209M + past & calendar covariates,99,1255,0.3919331492653337,0.4902620738429589,1.0,0.7702317023783332,0.49488034153681143,2.0,0.8138778220451527 weekly,app_downloads__service,app_downloads,service,4w,4,TimesFM-3.0 + past & calendar covariates,99,1255,0.39253433403796323,0.4910140849804313,2.0,0.7698293382758508,0.4946218192196388,1.0,0.7901726427622842 weekly,app_downloads__service,app_downloads,service,4w,4,Timestral-209M,99,1255,0.3938421597931264,0.49265002051727835,3.0,0.7719996826949305,0.4960162837477155,3.0,0.7952855245683931 weekly,app_downloads__service,app_downloads,service,4w,4,t0-gamma + past & calendar covariates,99,1255,0.3948438404365433,0.49390300468177284,4.0,0.7744645795576606,0.49760000069615357,4.0,0.7874501992031873 weekly,app_downloads__service,app_downloads,service,4w,4,TimesFM-3.0,99,1255,0.3966688149124154,0.49618583218163764,5.0,0.7866569181752229,0.505433680718101,6.0,0.7756308100929614 weekly,app_downloads__service,app_downloads,service,4w,4,t0-gamma,99,1255,0.3974888435527958,0.4972115911474131,6.0,0.7913436403913436,0.5084449391275383,7.0,0.7895086321381143 weekly,app_downloads__service,app_downloads,service,4w,4,PatchTST-FM-r2,99,1255,0.4004723920048917,0.5009436578385754,7.0,0.7835710161045558,0.5034509627048521,5.0,0.7750996015936255 weekly,app_downloads__service,app_downloads,service,4w,4,t0-beta + past & calendar covariates,99,1255,0.4036747986957217,0.5049494903344431,8.0,0.7922425818854202,0.5090225165918735,8.0,0.7877822045152723 weekly,app_downloads__service,app_downloads,service,4w,4,t0-beta,99,1255,0.4057582795312334,0.5075556787549549,9.0,0.807894373622776,0.5190789243153263,10.0,0.8047808764940239 weekly,app_downloads__service,app_downloads,service,4w,4,Chronos-2 + past & calendar covariates,99,1255,0.40905926224200057,0.5116848182077774,10.0,0.7951524304832214,0.5108921187693141,9.0,0.7814077025232403 weekly,app_downloads__service,app_downloads,service,4w,4,Chronos-2,99,1255,0.4103168864070629,0.5132579574853154,11.0,0.8122916239201824,0.5219041945843685,11.0,0.7632802124833997 weekly,app_downloads__service,app_downloads,service,4w,4,TimesFM-2.5,99,1255,0.4163747560943251,0.5208356368970076,12.0,0.8232235851992884,0.528928071574586,13.0,0.7936918990703852 weekly,app_downloads__service,app_downloads,service,4w,4,TiRex-2,99,1255,0.41736444145667545,0.5220736163817932,13.0,0.823512502596417,0.5291137034302021,14.0,0.8055776892430279 weekly,app_downloads__service,app_downloads,service,4w,4,TiRex-2 + past & calendar covariates,99,1255,0.4182923821826338,0.5232343606198462,14.0,0.8218553244152224,0.5280489525224369,12.0,0.8126826029216467 weekly,app_downloads__service,app_downloads,service,4w,4,Toto-2.0-22M + past & calendar covariates,99,1255,0.4219820070511654,0.5278496455048822,15.0,0.8298016456299318,0.5331545306810012,16.0,0.7664010624169987 weekly,app_downloads__service,app_downloads,service,4w,4,Toto-2.0-22M,99,1255,0.4238382901907399,0.5301716364447998,16.0,0.8290861970205274,0.5326948489370782,15.0,0.7765604249667994 weekly,app_downloads__service,app_downloads,service,4w,4,t0-alpha + past & calendar covariates,99,1255,0.4240094771952743,0.5303857711665383,17.0,0.8303228573577813,0.5334894135962263,17.0,0.7912350597609562 weekly,app_downloads__service,app_downloads,service,4w,4,t0-alpha,99,1255,0.4256920515473479,0.5324904729321043,18.0,0.8377018467634448,0.5382304762998198,18.0,0.7959495351925631 weekly,app_downloads__service,app_downloads,service,4w,4,AutoTheta,99,1255,0.5178707234574985,0.6477951031719056,19.0,1.1588463277676437,0.7445685041312884,20.0,0.8616865869853918 weekly,app_downloads__service,app_downloads,service,4w,4,AutoETS,99,1255,0.5328258034620466,0.6665021417351414,20.0,1.1542758003439875,0.7416319018524701,19.0,0.9103585657370518 weekly,app_downloads__service,app_downloads,service,4w,4,Seasonal Naive,99,1255,0.7994359959218016,1.0,21.0,1.5563998763548377,1.0,21.0,0.8373837981407704 weekly,app_downloads__service,app_downloads,service,13w,13,TimesFM-3.0 + past & calendar covariates,99,389,0.47971124220967715,0.5967149451627862,1.0,0.9248989916459401,0.5925227116845345,1.0,0.8018905615949318 weekly,app_downloads__service,app_downloads,service,13w,13,Timestral-209M,99,389,0.4816931386835125,0.5991802349905907,2.0,0.9301524459172112,0.5958882586238654,3.0,0.8034684966561574 weekly,app_downloads__service,app_downloads,service,13w,13,TimesFM-3.0,99,389,0.4823336554507794,0.5999769766427041,3.0,0.9331625078713005,0.5978166098140872,4.0,0.7773071758290268 weekly,app_downloads__service,app_downloads,service,13w,13,PatchTST-FM-r2,99,389,0.4858370267880366,0.6043348358118302,4.0,0.9350200959831492,0.5990066458668531,5.0,0.7684747129477206 weekly,app_downloads__service,app_downloads,service,13w,13,t0-gamma + past & calendar covariates,99,389,0.4921460157854064,0.6121826152515137,5.0,0.9298494103175329,0.5956941233973377,2.0,0.785851366571161 weekly,app_downloads__service,app_downloads,service,13w,13,Timestral-209M + past & calendar covariates,99,389,0.4934911692346694,0.6138558576025064,6.0,0.940142812752454,0.6022884377800855,6.0,0.8231007495788987 weekly,app_downloads__service,app_downloads,service,13w,13,t0-gamma,99,389,0.5009405828329941,0.6231222162693235,7.0,0.9465628539805812,0.6064013412127585,7.0,0.7855927705542102 weekly,app_downloads__service,app_downloads,service,13w,13,t0-beta + past & calendar covariates,99,389,0.5085146399623744,0.6325436195781134,8.0,0.9671306403099512,0.6195777860346291,8.0,0.7826562611909657 weekly,app_downloads__service,app_downloads,service,13w,13,Chronos-2 + past & calendar covariates,99,389,0.512248851895899,0.6371886223903789,9.0,0.9801916951876336,0.6279451555782077,10.0,0.7800141589344675 weekly,app_downloads__service,app_downloads,service,13w,13,TimesFM-2.5,99,389,0.5126600909292697,0.6377001644507989,10.0,0.9825653346083808,0.6294657921870115,11.0,0.7958835009606218 weekly,app_downloads__service,app_downloads,service,13w,13,t0-beta,99,389,0.5134071829030223,0.6386294754756895,11.0,0.9829487597165782,0.6297114277503423,12.0,0.8007587314142585 weekly,app_downloads__service,app_downloads,service,13w,13,Chronos-2,99,389,0.5172211204787359,0.6433736493684319,12.0,0.9723869069220695,0.622945134658079,9.0,0.7539945059225265 weekly,app_downloads__service,app_downloads,service,13w,13,TiRex-2 + past & calendar covariates,99,389,0.5216412266135223,0.6488718390245333,13.0,0.9975696400548781,0.639078076155751,13.0,0.810734538240965 weekly,app_downloads__service,app_downloads,service,13w,13,TiRex-2,99,389,0.5242324772406983,0.6520951071905574,14.0,1.0064196227803621,0.6447476852808871,14.0,0.8063481790988217 weekly,app_downloads__service,app_downloads,service,13w,13,Toto-2.0-22M,99,389,0.5306798426598497,0.6601150136759922,15.0,1.0097877958980186,0.6469054550342579,16.0,0.7934134845445899 weekly,app_downloads__service,app_downloads,service,13w,13,Toto-2.0-22M + past & calendar covariates,99,389,0.5313658072541194,0.6609682880820033,16.0,1.009641426215409,0.6468116854853325,15.0,0.7837544560552273 weekly,app_downloads__service,app_downloads,service,13w,13,t0-alpha + past & calendar covariates,99,389,0.5421585399596458,0.6743934162379946,17.0,1.0255133537956829,0.6569797986030561,17.0,0.7886863279536801 weekly,app_downloads__service,app_downloads,service,13w,13,t0-alpha,99,389,0.5522251027899114,0.6869152584603501,18.0,1.035539053442403,0.6634026131967208,18.0,0.7913020355822412 weekly,app_downloads__service,app_downloads,service,13w,13,AutoTheta,99,389,0.7073752532553139,0.8799072198338438,19.0,1.5312564149995078,0.9809765298643246,19.0,0.8591083866148135 weekly,app_downloads__service,app_downloads,service,13w,13,Seasonal Naive,99,389,0.8039202739908081,1.0,20.0,1.5609511220531347,1.0,20.0,0.8350360650489185 weekly,app_downloads__service,app_downloads,service,13w,13,AutoETS,99,389,0.8993647937931721,1.1187238621667792,21.0,2.0060300182311077,1.2851331408715452,21.0,0.8984676277735404 weekly,app_downloads__service,app_downloads,service,26w,26,TimesFM-3.0 + past & calendar covariates,99,196,0.5328771465196969,0.6603769007533378,1.0,1.0007315900981402,0.6389492102240494,1.0,0.8121259783177485 weekly,app_downloads__service,app_downloads,service,26w,26,TimesFM-3.0,99,196,0.5337384505527725,0.6614442861566782,2.0,1.0176389374689176,0.6497442489301649,4.0,0.7930477015220804 weekly,app_downloads__service,app_downloads,service,26w,26,t0-gamma + past & calendar covariates,99,196,0.535316193334,0.6633995302403434,3.0,1.0087031440484044,0.6440389047547079,2.0,0.8049098611016313 weekly,app_downloads__service,app_downloads,service,26w,26,Timestral-209M + past & calendar covariates,99,196,0.536494430384574,0.6648596801771394,4.0,1.0189024350041673,0.6505509694936565,5.0,0.8180909579550885 weekly,app_downloads__service,app_downloads,service,26w,26,Timestral-209M,99,196,0.5417049616221319,0.6713169180084295,5.0,1.0368507156110351,0.6620106254414748,8.0,0.8110566827065274 weekly,app_downloads__service,app_downloads,service,26w,26,PatchTST-FM-r2,99,196,0.5422510068054004,0.6719936136185777,6.0,1.03558090139797,0.6611998717922474,7.0,0.7749199286738108 weekly,app_downloads__service,app_downloads,service,26w,26,t0-gamma,99,196,0.5471700444870684,0.6780896131939483,7.0,1.0271421034821109,0.6558118503518032,6.0,0.8103012356001487 weekly,app_downloads__service,app_downloads,service,26w,26,t0-beta + past & calendar covariates,99,196,0.550031726332582,0.6816360001997054,8.0,1.0163481072917158,0.648920076963958,3.0,0.7934230266800143 weekly,app_downloads__service,app_downloads,service,26w,26,t0-beta,99,196,0.5524299887114814,0.684608086894199,9.0,1.051812798613475,0.6715636476627261,10.0,0.8188296399942363 weekly,app_downloads__service,app_downloads,service,26w,26,TimesFM-2.5,99,196,0.5570662851908467,0.6903536947139626,10.0,1.0586111598102244,0.6759042796168495,11.0,0.7979676586353605 weekly,app_downloads__service,app_downloads,service,26w,26,Chronos-2,99,196,0.5636310875364907,0.6984892356268894,11.0,1.0504650560721196,0.6707031381705655,9.0,0.7703721907221242 weekly,app_downloads__service,app_downloads,service,26w,26,TiRex-2 + past & calendar covariates,99,196,0.5650475134521287,0.7002445650915226,12.0,1.0769728784382944,0.6876279083419216,13.0,0.8325593626525304 weekly,app_downloads__service,app_downloads,service,26w,26,Chronos-2 + past & calendar covariates,99,196,0.5673285104793607,0.7030713287410975,13.0,1.0798067050381142,0.6894372559090242,14.0,0.8162995273360181 weekly,app_downloads__service,app_downloads,service,26w,26,TiRex-2,99,196,0.5682465206375406,0.70420898815674,14.0,1.089884712242911,0.6958718831435913,17.0,0.8251282620071441 weekly,app_downloads__service,app_downloads,service,26w,26,Toto-2.0-22M,99,196,0.5759124624172982,0.7137091344980407,15.0,1.0885541209597005,0.6950223244228009,16.0,0.8031470785081033 weekly,app_downloads__service,app_downloads,service,26w,26,t0-alpha + past & calendar covariates,99,196,0.5802271161459801,0.7190561411688653,16.0,1.0757461346329873,0.6868446543772183,12.0,0.7931569612237315 weekly,app_downloads__service,app_downloads,service,26w,26,t0-alpha,99,196,0.5811502624409567,0.7202001656277863,17.0,1.0823535614622548,0.6910633781548494,15.0,0.797463535860275 weekly,app_downloads__service,app_downloads,service,26w,26,Toto-2.0-22M + past & calendar covariates,99,196,0.5819986307919084,0.7212515202710803,18.0,1.0975069229431227,0.7007385282612736,18.0,0.7869942372155104 weekly,app_downloads__service,app_downloads,service,26w,26,AutoTheta,99,196,0.743111225930071,0.9209129937355542,19.0,1.7059266910178321,1.0892036613124956,20.0,0.8844683281817265 weekly,app_downloads__service,app_downloads,service,26w,26,Seasonal Naive,99,196,0.8069288097627384,1.0,20.0,1.5662146131258707,1.0,19.0,0.8321056298773691 weekly,app_downloads__service,app_downloads,service,26w,26,AutoETS,99,196,0.8867536160361411,1.0989242239310721,21.0,9.757461591219961,6.229964597090495,21.0,0.9383598246991104 weekly,card_spend,card_spend,original,1w,1,t0-gamma + past & calendar covariates,100,5200,0.5172380123626106,0.5635788360540201,1.0,0.28218830348208107,0.3695887661588602,1.0,0.8067307692307693 weekly,card_spend,card_spend,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.5228662662759443,0.5697113412328341,2.0,0.31145337494464564,0.40791792977030283,6.0,0.8188461538461539 weekly,card_spend,card_spend,original,1w,1,TimesFM-3.0,100,5200,0.5250503373564365,0.5720910894492898,3.0,0.3099236358075139,0.4059143938573647,5.0,0.7992307692307692 weekly,card_spend,card_spend,original,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.525580896827333,0.5726691832512117,4.0,0.31236435543027424,0.40911106268730785,7.0,0.8259615384615384 weekly,card_spend,card_spend,original,1w,1,PatchTST-FM-r2,100,5200,0.5264415863936645,0.5736069844421592,5.0,0.307618284697505,0.40289502040425756,4.0,0.78 weekly,card_spend,card_spend,original,1w,1,t0-gamma,100,5200,0.5289389312557315,0.5763280735287103,6.0,0.3056304874895217,0.4002915548870582,3.0,0.7951923076923076 weekly,card_spend,card_spend,original,1w,1,t0-beta + past & calendar covariates,100,5200,0.5292283965948416,0.5766434728903087,7.0,0.304654224073382,0.39901291935551847,2.0,0.8101923076923077 weekly,card_spend,card_spend,original,1w,1,Timestral-209M,100,5200,0.5299093896346654,0.5773854780321809,8.0,0.31578975001406756,0.4135973838501969,8.0,0.8111538461538461 weekly,card_spend,card_spend,original,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.5331060320670437,0.5808685167460054,9.0,0.3262679741734517,0.427320964490557,10.0,0.7307692307692307 weekly,card_spend,card_spend,original,1w,1,Chronos-2,100,5200,0.5381864613459013,0.5864041161242393,10.0,0.3347728213189326,0.4384599660865873,12.0,0.7551923076923077 weekly,card_spend,card_spend,original,1w,1,t0-beta,100,5200,0.5382353978311809,0.5864574369683289,11.0,0.3247581001646447,0.4253434464110178,9.0,0.7905769230769231 weekly,card_spend,card_spend,original,1w,1,TimesFM-2.5,100,5200,0.543599227981846,0.5923018279079957,12.0,0.33371677265434196,0.4370768339080612,11.0,0.8228846153846154 weekly,card_spend,card_spend,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.5445568292134284,0.5933452233557394,13.0,0.34871427202679994,0.45671941731828036,14.0,0.7859615384615385 weekly,card_spend,card_spend,original,1w,1,Toto-2.0-22M,100,5200,0.546184422100508,0.5951186369157371,14.0,0.3545338417630501,0.46434144690581325,15.0,0.7975 weekly,card_spend,card_spend,original,1w,1,t0-alpha + past & calendar covariates,100,5200,0.5476621451836814,0.5967287534101163,15.0,0.3451031506439126,0.45198984532722886,13.0,0.7925 weekly,card_spend,card_spend,original,1w,1,t0-alpha,100,5200,0.5573121778183971,0.6072433598972043,16.0,0.36105277156008214,0.47287944508161045,16.0,0.803076923076923 weekly,card_spend,card_spend,original,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5573682636472749,0.607304470614906,17.0,0.3683937625574441,0.48249411646103774,17.0,0.7990384615384616 weekly,card_spend,card_spend,original,1w,1,TiRex-2,100,5200,0.5574874841406201,0.6074343724111146,18.0,0.3712237113133625,0.4862005679903411,18.0,0.7926923076923077 weekly,card_spend,card_spend,original,1w,1,AutoTheta,100,5200,0.6294283367200464,0.685820610453154,19.0,0.45378300081452694,0.5943304428475571,19.0,0.8398076923076923 weekly,card_spend,card_spend,original,1w,1,AutoETS,100,5200,0.6367079732974672,0.6937524503627137,20.0,0.4719597820280479,0.6181370076787296,20.0,0.8388461538461538 weekly,card_spend,card_spend,original,1w,1,Seasonal Naive,100,5200,0.9177740171794391,1.0,21.0,0.763519698974801,1.0,21.0,0.8144230769230769 weekly,card_spend,card_spend,original,4w,4,t0-gamma + past & calendar covariates,100,1300,0.5380064810174549,0.5843621744762931,1.0,0.31546046090794394,0.4126553993641212,1.0,0.8117307692307693 weekly,card_spend,card_spend,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.5383367748029111,0.5847209270220249,2.0,0.33997131311242157,0.44471816715467877,2.0,0.8313461538461538 weekly,card_spend,card_spend,original,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.5438088266574287,0.5906644615952621,3.0,0.3474605541212249,0.4545148806018316,6.0,0.8398076923076923 weekly,card_spend,card_spend,original,4w,4,PatchTST-FM-r2,100,1300,0.5442487889635552,0.5911423319164699,4.0,0.3468154610589782,0.45367103115565294,5.0,0.7909615384615385 weekly,card_spend,card_spend,original,4w,4,TimesFM-3.0,100,1300,0.5466613709253053,0.5937627866712238,5.0,0.34477170779752936,0.45099758733997614,4.0,0.8148076923076923 weekly,card_spend,card_spend,original,4w,4,t0-beta + past & calendar covariates,100,1300,0.5501193874954514,0.5975187527303762,6.0,0.3414871343600724,0.4467010204749131,3.0,0.8051923076923077 weekly,card_spend,card_spend,original,4w,4,t0-gamma,100,1300,0.5525663688552789,0.6001765708028046,7.0,0.35135914585932865,0.4596146478627256,7.0,0.8017307692307692 weekly,card_spend,card_spend,original,4w,4,Timestral-209M,100,1300,0.554581383510425,0.6023652030721705,8.0,0.3619175437308416,0.47342614068111055,8.0,0.818076923076923 weekly,card_spend,card_spend,original,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.5560421017845052,0.6039517796972782,9.0,0.36778770796728777,0.4811049317421258,9.0,0.7236538461538462 weekly,card_spend,card_spend,original,4w,4,t0-beta,100,1300,0.5595643400110228,0.6077775008766567,10.0,0.36883131298207156,0.4824700766573222,10.0,0.7905769230769231 weekly,card_spend,card_spend,original,4w,4,Chronos-2,100,1300,0.561024115885723,0.6093630539034057,11.0,0.37837455643213797,0.4949536409232902,12.0,0.7465384615384615 weekly,card_spend,card_spend,original,4w,4,TimesFM-2.5,100,1300,0.5641758776217484,0.6127863776113505,12.0,0.37102339106936283,0.485337544916086,11.0,0.8355769230769231 weekly,card_spend,card_spend,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.5704458442991406,0.6195965769133472,13.0,0.40509871296163247,0.5299116431198505,14.0,0.7982692307692307 weekly,card_spend,card_spend,original,4w,4,t0-alpha + past & calendar covariates,100,1300,0.5744795795175058,0.623977866668459,14.0,0.38578094064369867,0.5046419689814856,13.0,0.7936538461538462 weekly,card_spend,card_spend,original,4w,4,Toto-2.0-22M,100,1300,0.5756178078504599,0.6252141669866962,15.0,0.41691847191184667,0.5453731286446929,17.0,0.8017307692307692 weekly,card_spend,card_spend,original,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.5784656067090834,0.6283073377796375,16.0,0.4076158763574971,0.5332043570891247,15.0,0.8121153846153846 weekly,card_spend,card_spend,original,4w,4,TiRex-2,100,1300,0.5816367150856686,0.6317516750726323,17.0,0.41923133075666674,0.5483985908136605,18.0,0.8065384615384615 weekly,card_spend,card_spend,original,4w,4,t0-alpha,100,1300,0.5862608312393337,0.6367742141421924,18.0,0.40775788384732675,0.533390117793524,16.0,0.8044230769230769 weekly,card_spend,card_spend,original,4w,4,AutoTheta,100,1300,0.6728759852139031,0.7308522996393376,19.0,0.5625753214234042,0.7359075786113127,19.0,0.833076923076923 weekly,card_spend,card_spend,original,4w,4,AutoETS,100,1300,0.733225460463364,0.7964016040242675,20.0,0.6895345335455444,0.9019835560267653,20.0,0.8401923076923077 weekly,card_spend,card_spend,original,4w,4,Seasonal Naive,100,1300,0.9206730081385189,1.0,21.0,0.764464639003999,1.0,21.0,0.8146153846153846 weekly,card_spend,card_spend,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.5674333321965757,0.6117764156182242,1.0,0.38659728063601784,0.503466288692877,5.0,0.8392307692307692 weekly,card_spend,card_spend,original,13w,13,Timestral-209M + past & calendar covariates,100,400,0.5698891359316642,0.6144241324886773,2.0,0.38580701659250893,0.5024371265000693,3.0,0.8428846153846153 weekly,card_spend,card_spend,original,13w,13,t0-gamma + past & calendar covariates,100,400,0.5759601275013794,0.6209695524543873,3.0,0.36417840971639803,0.47427015539360395,1.0,0.8236538461538462 weekly,card_spend,card_spend,original,13w,13,TimesFM-3.0,100,400,0.5760480770103542,0.6210643749336162,4.0,0.38578528146595154,0.5024088208082028,2.0,0.8273076923076923 weekly,card_spend,card_spend,original,13w,13,PatchTST-FM-r2,100,400,0.5783450714822042,0.6235408721094932,5.0,0.3861529717931759,0.5028876645396728,4.0,0.7959615384615385 weekly,card_spend,card_spend,original,13w,13,Timestral-209M,100,400,0.5852994351377845,0.6310386968383419,6.0,0.3968465127528715,0.5168138809142575,8.0,0.8261538461538461 weekly,card_spend,card_spend,original,13w,13,Chronos-2,100,400,0.5863287499385362,0.6321484492684804,7.0,0.39474342960401704,0.5140750321928584,7.0,0.7588461538461538 weekly,card_spend,card_spend,original,13w,13,Chronos-2 + past & calendar covariates,100,400,0.5866047064818403,0.632445970924946,8.0,0.40416010363367805,0.5263383826172182,9.0,0.7496153846153847 weekly,card_spend,card_spend,original,13w,13,t0-gamma,100,400,0.5880278432551278,0.6339803212436451,9.0,0.39015674529119027,0.5081017854990751,6.0,0.808076923076923 weekly,card_spend,card_spend,original,13w,13,t0-beta + past & calendar covariates,100,400,0.5963814395818055,0.6429867241605713,10.0,0.4244526940965975,0.5527654573020749,11.0,0.8138461538461539 weekly,card_spend,card_spend,original,13w,13,TimesFM-2.5,100,400,0.5995055372118534,0.6463549599368406,11.0,0.4108188591176103,0.5350100910816268,10.0,0.8359615384615385 weekly,card_spend,card_spend,original,13w,13,t0-beta,100,400,0.6014858608372122,0.6484900394616832,12.0,0.43715610707166935,0.5693091333821815,12.0,0.7984615384615386 weekly,card_spend,card_spend,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.6078199566200921,0.6553191243856021,13.0,0.45085953440132615,0.5871551298379364,14.0,0.8009615384615385 weekly,card_spend,card_spend,original,13w,13,Toto-2.0-22M,100,400,0.6138613290772299,0.6618326106006877,14.0,0.4485366087187937,0.5841299798152307,13.0,0.8067307692307693 weekly,card_spend,card_spend,original,13w,13,t0-alpha + past & calendar covariates,100,400,0.6160763898711294,0.6642207712461374,15.0,0.46860059978181934,0.6102593491171819,15.0,0.8 weekly,card_spend,card_spend,original,13w,13,TiRex-2,100,400,0.6241972934731634,0.6729762972530453,16.0,0.4900310737013537,0.6381682913411078,17.0,0.8223076923076923 weekly,card_spend,card_spend,original,13w,13,TiRex-2 + past & calendar covariates,100,400,0.6242022420660706,0.6729816325625156,17.0,0.49117223607561744,0.639654429020145,18.0,0.8251923076923078 weekly,card_spend,card_spend,original,13w,13,t0-alpha,100,400,0.6304250923222903,0.6796907784809302,18.0,0.4888353676179198,0.6366111212978949,16.0,0.8132692307692309 weekly,card_spend,card_spend,original,13w,13,AutoTheta,100,400,0.7612408827589395,0.820729400709547,19.0,0.8148028713092855,1.061119149517801,20.0,0.8315384615384616 weekly,card_spend,card_spend,original,13w,13,AutoETS,100,400,0.8769359276486433,0.9454656399315537,20.0,1.0755121110690333,1.400641230878124,21.0,0.8451923076923077 weekly,card_spend,card_spend,original,13w,13,Seasonal Naive,100,400,0.9275175010189988,1.0,21.0,0.7678712345164559,1.0,19.0,0.8138461538461539 weekly,card_spend,card_spend,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.594703769663983,0.6346398577510067,1.0,0.4190185869077662,0.5432573692686423,2.0,0.8413461538461539 weekly,card_spend,card_spend,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.5987381101735084,0.6389451159613776,2.0,0.4346212675043303,0.5634862361477482,3.0,0.838076923076923 weekly,card_spend,card_spend,original,26w,26,TimesFM-3.0,100,200,0.6071906731576292,0.647965293137831,3.0,0.4354071731884761,0.5645051624383767,4.0,0.833076923076923 weekly,card_spend,card_spend,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.6083445619729203,0.6491966689436555,4.0,0.41695847860501245,0.5405864399783173,1.0,0.8392307692307692 weekly,card_spend,card_spend,original,26w,26,Chronos-2,100,200,0.611082854885644,0.6521188461909821,5.0,0.4508019251080801,0.58446444990127,7.0,0.775576923076923 weekly,card_spend,card_spend,original,26w,26,PatchTST-FM-r2,100,200,0.6120055843653016,0.6531035396393581,6.0,0.44320368765452595,0.5746133391890741,6.0,0.8038461538461539 weekly,card_spend,card_spend,original,26w,26,Timestral-209M,100,200,0.6132456132925013,0.6544268401161817,7.0,0.45537036682885335,0.5903874320992666,8.0,0.8376923076923077 weekly,card_spend,card_spend,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.6182779354514224,0.659797097346768,8.0,0.4564898518894354,0.5918388438694114,9.0,0.7626923076923078 weekly,card_spend,card_spend,original,26w,26,t0-gamma,100,200,0.6188866579677399,0.6604466973507899,9.0,0.43783102340598107,0.5676476829226836,5.0,0.82 weekly,card_spend,card_spend,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.6346458457721015,0.6772641604586535,10.0,0.49526793418071785,0.6421146063989674,12.0,0.8082692307692309 weekly,card_spend,card_spend,original,26w,26,TimesFM-2.5,100,200,0.6371797967984743,0.6799682736675438,11.0,0.45942478148399885,0.59564397848718,10.0,0.8398076923076923 weekly,card_spend,card_spend,original,26w,26,t0-beta + past & calendar covariates,100,200,0.6375904246945847,0.6804064764213675,12.0,0.4910128523907884,0.6365978951803103,11.0,0.8240384615384616 weekly,card_spend,card_spend,original,26w,26,Toto-2.0-22M,100,200,0.6435440645778442,0.6867599205415341,13.0,0.5072537574964063,0.6576542197871271,13.0,0.8142307692307692 weekly,card_spend,card_spend,original,26w,26,t0-beta,100,200,0.6500403614001162,0.6936924625927212,14.0,0.5074554316982558,0.6579156902797719,14.0,0.8076923076923077 weekly,card_spend,card_spend,original,26w,26,TiRex-2,100,200,0.6509314407355181,0.6946433804975864,15.0,0.5413538200057779,0.7018649322222182,17.0,0.8363461538461539 weekly,card_spend,card_spend,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.65208470727044,0.6958740922351047,16.0,0.5386693800015423,0.6983845572216182,16.0,0.8207692307692308 weekly,card_spend,card_spend,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.6535715491380572,0.6974607798592574,17.0,0.5542254346390382,0.7185529735702358,18.0,0.8388461538461539 weekly,card_spend,card_spend,original,26w,26,t0-alpha,100,200,0.6577803030208913,0.7019521638083116,18.0,0.5128986730317718,0.6649728496983138,15.0,0.8271153846153847 weekly,card_spend,card_spend,original,26w,26,AutoTheta,100,200,0.765272717590971,0.8166630067051246,19.0,0.7527634118903446,0.975957352734933,19.0,0.8575 weekly,card_spend,card_spend,original,26w,26,AutoETS,100,200,0.8803837359242421,0.9395040647698438,20.0,0.9820965556111885,1.2732876484225488,21.0,0.8757692307692309 weekly,card_spend,card_spend,original,26w,26,Seasonal Naive,100,200,0.9370728333569427,1.0,21.0,0.7713076906289703,1.0,20.0,0.8134615384615383 weekly,card_spend__company,card_spend,company,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.498244049013777,0.5044938006684346,1.0,0.4310551465764539,0.44449287653468156,4.0,0.8259615384615384 weekly,card_spend__company,card_spend,company,1w,1,t0-gamma + past & calendar covariates,100,5200,0.4989179229532,0.5051761273827102,2.0,0.3910727581492652,0.4032640755706361,1.0,0.8176923076923077 weekly,card_spend__company,card_spend,company,1w,1,Timestral-209M,100,5200,0.5051960956458712,0.5115330506801341,3.0,0.4176999635138099,0.43072135847415194,2.0,0.8155769230769231 weekly,card_spend__company,card_spend,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.506879287131799,0.5132373553711169,4.0,0.44246680194828814,0.4562602792963359,5.0,0.8244230769230769 weekly,card_spend__company,card_spend,company,1w,1,t0-gamma,100,5200,0.5094444262372806,0.5158346704401663,5.0,0.41813036445110774,0.43116517674706245,3.0,0.813076923076923 weekly,card_spend__company,card_spend,company,1w,1,TimesFM-3.0,100,5200,0.5119048799848346,0.5183259870247384,6.0,0.467790100136421,0.48237300697024676,9.0,0.8036538461538462 weekly,card_spend__company,card_spend,company,1w,1,t0-beta + past & calendar covariates,100,5200,0.5138729607738716,0.5203187545434858,7.0,0.4493045444037821,0.46331118180193154,7.0,0.8176923076923077 weekly,card_spend__company,card_spend,company,1w,1,PatchTST-FM-r2,100,5200,0.5153605952805194,0.5218250492754546,8.0,0.4458819750506682,0.4597819171382623,6.0,0.7825 weekly,card_spend__company,card_spend,company,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.5171647816091974,0.5236518665146579,9.0,0.4746297811723917,0.4894259084897025,10.0,0.7425 weekly,card_spend__company,card_spend,company,1w,1,Chronos-2,100,5200,0.5178378320532009,0.5243333594039538,10.0,0.500173074151703,0.5157654890809957,13.0,0.7696153846153846 weekly,card_spend__company,card_spend,company,1w,1,t0-beta,100,5200,0.5231235312062943,0.5296853600153254,11.0,0.4645944248470293,0.4790777095746951,8.0,0.8178846153846154 weekly,card_spend__company,card_spend,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.5238268597882527,0.5303975108380663,12.0,0.48211410671737964,0.4971435506912524,12.0,0.7861538461538462 weekly,card_spend__company,card_spend,company,1w,1,Toto-2.0-22M,100,5200,0.5247263771371168,0.5313083113323098,13.0,0.481125512130627,0.49612413761827945,11.0,0.7923076923076923 weekly,card_spend__company,card_spend,company,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5342528515183242,0.5409542815693029,14.0,0.5326386308567315,0.5492431283174837,15.0,0.8017307692307692 weekly,card_spend__company,card_spend,company,1w,1,TiRex-2,100,5200,0.5378065749139234,0.5445525812899296,15.0,0.5264404266127377,0.5428517010125469,14.0,0.801923076923077 weekly,card_spend__company,card_spend,company,1w,1,TimesFM-2.5,100,5200,0.5378488048388473,0.5445953409282414,16.0,0.5950190427391963,0.6135681895939231,18.0,0.8269230769230769 weekly,card_spend__company,card_spend,company,1w,1,t0-alpha + past & calendar covariates,100,5200,0.5392951748274113,0.5460598535383723,17.0,0.5361040392396978,0.5528165674765935,16.0,0.7888461538461539 weekly,card_spend__company,card_spend,company,1w,1,t0-alpha,100,5200,0.5465714613950399,0.5534274106070852,18.0,0.5559008782044681,0.573230553871682,17.0,0.8144230769230769 weekly,card_spend__company,card_spend,company,1w,1,AutoTheta,100,5200,0.634996022474929,0.6429611300362117,19.0,0.8905787393424386,0.9183416757111845,20.0,0.833076923076923 weekly,card_spend__company,card_spend,company,1w,1,AutoETS,100,5200,0.6445693838239245,0.6526545753702542,20.0,0.8571866445608372,0.8839086144639731,19.0,0.8311538461538461 weekly,card_spend__company,card_spend,company,1w,1,Seasonal Naive,100,5200,0.987611836564935,1.0,21.0,0.9697684019978232,1.0,21.0,0.8121153846153846 weekly,card_spend__company,card_spend,company,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.5293746989491537,0.5325648136475849,1.0,0.5232883012404239,0.5385797674469666,5.0,0.833076923076923 weekly,card_spend__company,card_spend,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.5346703107831425,0.537892337866473,2.0,0.5289771631803408,0.544434868608937,6.0,0.8315384615384616 weekly,card_spend__company,card_spend,company,4w,4,t0-gamma + past & calendar covariates,100,1300,0.5359691886817826,0.5391990430554693,3.0,0.49907300044665664,0.5136568501196528,1.0,0.8217307692307693 weekly,card_spend__company,card_spend,company,4w,4,TimesFM-3.0,100,1300,0.5416533477664345,0.544917455986178,4.0,0.5573172183070841,0.5736030733316771,9.0,0.8123076923076923 weekly,card_spend__company,card_spend,company,4w,4,Timestral-209M,100,1300,0.5448487194868141,0.5481320836368323,5.0,0.508825687736639,0.5236945292349144,3.0,0.8205769230769231 weekly,card_spend__company,card_spend,company,4w,4,t0-gamma,100,1300,0.5461015507195324,0.5493924646737594,6.0,0.5078666256849386,0.5227074415902114,2.0,0.8192307692307692 weekly,card_spend__company,card_spend,company,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.5473325635440134,0.5506308958204856,7.0,0.5438772674536354,0.5597703818918138,7.0,0.7321153846153846 weekly,card_spend__company,card_spend,company,4w,4,Chronos-2,100,1300,0.5487928005145211,0.5520999324624398,8.0,0.5758411781335812,0.5926683380278355,11.0,0.7701923076923077 weekly,card_spend__company,card_spend,company,4w,4,PatchTST-FM-r2,100,1300,0.5498687382383862,0.5531823539958907,9.0,0.5128787556656412,0.5278660354151106,4.0,0.7815384615384615 weekly,card_spend__company,card_spend,company,4w,4,t0-beta + past & calendar covariates,100,1300,0.5530736875743132,0.5564066169786628,10.0,0.5526807852448473,0.5688311549942641,8.0,0.8134615384615385 weekly,card_spend__company,card_spend,company,4w,4,t0-beta,100,1300,0.5594006257678581,0.5627716825299515,11.0,0.5581691394302579,0.5744798891888528,10.0,0.8128846153846154 weekly,card_spend__company,card_spend,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.5632906602155883,0.5666851590803996,12.0,0.5767956815990721,0.593650733875885,13.0,0.7842307692307692 weekly,card_spend__company,card_spend,company,4w,4,Toto-2.0-22M,100,1300,0.5672414371834719,0.5706597441972191,13.0,0.5766510699811555,0.5935018964351032,12.0,0.801923076923077 weekly,card_spend__company,card_spend,company,4w,4,TimesFM-2.5,100,1300,0.571991136367074,0.5754380659901164,14.0,0.6774416043765981,0.6972377193970852,18.0,0.8294230769230769 weekly,card_spend__company,card_spend,company,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.5721230349601166,0.5755707594296849,15.0,0.6524580724667146,0.671524121798719,17.0,0.8173076923076923 weekly,card_spend__company,card_spend,company,4w,4,TiRex-2,100,1300,0.5738637530292345,0.5773219674037967,16.0,0.6375450590242825,0.6561753221165562,16.0,0.816923076923077 weekly,card_spend__company,card_spend,company,4w,4,t0-alpha + past & calendar covariates,100,1300,0.5744837037161213,0.5779456540338679,17.0,0.6334385428684071,0.6519488058519923,14.0,0.7896153846153846 weekly,card_spend__company,card_spend,company,4w,4,t0-alpha,100,1300,0.5836076521503211,0.5871245851524789,18.0,0.6357985704635811,0.6543777978825123,15.0,0.8165384615384615 weekly,card_spend__company,card_spend,company,4w,4,AutoTheta,100,1300,0.671812299339872,0.675860770668338,19.0,1.0254241758962275,1.05538899470819,20.0,0.8275 weekly,card_spend__company,card_spend,company,4w,4,AutoETS,100,1300,0.7136253746287126,0.7179258196656507,20.0,1.2638097634108534,1.3007406564632793,21.0,0.8313461538461538 weekly,card_spend__company,card_spend,company,4w,4,Seasonal Naive,100,1300,0.9940099033644716,1.0,21.0,0.9716077967818418,1.0,19.0,0.8117307692307693 weekly,card_spend__company,card_spend,company,13w,13,Timestral-209M + past & calendar covariates,100,400,0.5960843255633486,0.5887289534200844,1.0,0.5652496532949546,0.5783535790580885,2.0,0.8413461538461539 weekly,card_spend__company,card_spend,company,13w,13,t0-gamma + past & calendar covariates,100,400,0.6072665376670775,0.599773182812508,2.0,0.5487385319617281,0.5614596879045614,1.0,0.8242307692307692 weekly,card_spend__company,card_spend,company,13w,13,Chronos-2 + past & calendar covariates,100,400,0.6138705806283149,0.6062957353007589,3.0,0.6377252010283634,0.6525092944689208,6.0,0.7490384615384617 weekly,card_spend__company,card_spend,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.6200786148479491,0.6124271655903696,4.0,0.6413833933953349,0.6562522930466076,7.0,0.8259615384615385 weekly,card_spend__company,card_spend,company,13w,13,TimesFM-3.0,100,400,0.6232465115283151,0.6155559720648768,5.0,0.6450760421628201,0.6600305468118781,9.0,0.8167307692307691 weekly,card_spend__company,card_spend,company,13w,13,Timestral-209M,100,400,0.6247253301345681,0.6170165428147194,6.0,0.6056035756907258,0.6196430080928164,4.0,0.8309615384615385 weekly,card_spend__company,card_spend,company,13w,13,Chronos-2,100,400,0.6254087191192865,0.6176914991329749,7.0,0.642953793812975,0.6578590993432627,8.0,0.7621153846153846 weekly,card_spend__company,card_spend,company,13w,13,t0-gamma,100,400,0.6260557056431759,0.6183305021779322,8.0,0.6049849358256566,0.6190100265809745,3.0,0.8175 weekly,card_spend__company,card_spend,company,13w,13,PatchTST-FM-r2,100,400,0.6314335463875421,0.6236419831501896,9.0,0.6164970748061961,0.6307890462463521,5.0,0.7823076923076923 weekly,card_spend__company,card_spend,company,13w,13,t0-beta + past & calendar covariates,100,400,0.6356143398605698,0.627771187795044,10.0,0.6674431036553875,0.6829161337234874,12.0,0.8213461538461538 weekly,card_spend__company,card_spend,company,13w,13,TimesFM-2.5,100,400,0.6404917133661766,0.6325883770353097,11.0,0.7836669846217778,0.8018343800896777,15.0,0.8161538461538461 weekly,card_spend__company,card_spend,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.6415727949150678,0.6336561185972757,12.0,0.6485405652204148,0.6635753863326262,10.0,0.7942307692307692 weekly,card_spend__company,card_spend,company,13w,13,t0-beta,100,400,0.6422445064301786,0.6343195415398563,13.0,0.6893258527530468,0.7053061806460944,13.0,0.8140384615384616 weekly,card_spend__company,card_spend,company,13w,13,Toto-2.0-22M,100,400,0.6464493269021608,0.6384724767029305,14.0,0.6501458767949371,0.6652179131156438,11.0,0.8084615384615386 weekly,card_spend__company,card_spend,company,13w,13,t0-alpha + past & calendar covariates,100,400,0.6632839304202369,0.6550993499243867,15.0,0.7407606170554081,0.7579333337082428,14.0,0.7905769230769231 weekly,card_spend__company,card_spend,company,13w,13,TiRex-2 + past & calendar covariates,100,400,0.6693936428300202,0.6611336716444051,16.0,0.8221219730733667,0.8411808530578061,18.0,0.8305769230769231 weekly,card_spend__company,card_spend,company,13w,13,TiRex-2,100,400,0.6699344191213841,0.6616677750361495,17.0,0.8038367863548148,0.822471769167574,17.0,0.8259615384615385 weekly,card_spend__company,card_spend,company,13w,13,t0-alpha,100,400,0.6707410610266455,0.6624644633976838,18.0,0.7966847735315038,0.8151539544821171,16.0,0.8123076923076923 weekly,card_spend__company,card_spend,company,13w,13,AutoTheta,100,400,0.7724284958753311,0.7628971279168542,19.0,1.385478684980939,1.4175976075288153,20.0,0.8242307692307692 weekly,card_spend__company,card_spend,company,13w,13,AutoETS,100,400,0.8581045726701086,0.8475160062556835,20.0,1.8092598839836043,1.8512031334269896,21.0,0.826923076923077 weekly,card_spend__company,card_spend,company,13w,13,Seasonal Naive,100,400,1.0124936477143427,1.0,21.0,0.9773427082711669,1.0,19.0,0.8082692307692309 weekly,card_spend__company,card_spend,company,26w,26,Chronos-2 + past & calendar covariates,100,200,0.6676091239727431,0.6412905580633556,1.0,0.7004060589331141,0.7090135511749655,8.0,0.7596153846153847 weekly,card_spend__company,card_spend,company,26w,26,Timestral-209M + past & calendar covariates,100,200,0.677020000923534,0.6503304383090376,2.0,0.611290797735651,0.6188031268080744,2.0,0.8321153846153847 weekly,card_spend__company,card_spend,company,26w,26,t0-gamma + past & calendar covariates,100,200,0.6886785826108414,0.6615294140090549,3.0,0.6066172021399788,0.6140720960470175,1.0,0.8246153846153846 weekly,card_spend__company,card_spend,company,26w,26,TimesFM-3.0,100,200,0.6956472718525128,0.6682233827585654,4.0,0.7163592076629666,0.7251627527546954,10.0,0.8063461538461538 weekly,card_spend__company,card_spend,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.6972028896430925,0.6697176748004681,5.0,0.665110538127874,0.6732842735259225,5.0,0.8176923076923077 weekly,card_spend__company,card_spend,company,26w,26,Chronos-2,100,200,0.7009734799937164,0.6733396204919692,6.0,0.6719271995469303,0.680184706864898,7.0,0.7667307692307692 weekly,card_spend__company,card_spend,company,26w,26,Timestral-209M,100,200,0.7049291060662973,0.6771393074052938,7.0,0.6578349558661951,0.6659192795336144,3.0,0.831923076923077 weekly,card_spend__company,card_spend,company,26w,26,PatchTST-FM-r2,100,200,0.7066733554118824,0.6788147947467125,8.0,0.661675652307725,0.6698071754023939,4.0,0.7782692307692308 weekly,card_spend__company,card_spend,company,26w,26,t0-gamma,100,200,0.7079586541275714,0.6800494242642923,9.0,0.6668344133930895,0.6750293339918969,6.0,0.8151923076923078 weekly,card_spend__company,card_spend,company,26w,26,t0-beta,100,200,0.7190918146731582,0.6907436920370313,10.0,0.7373447042299264,0.7464061461467721,13.0,0.8271153846153847 weekly,card_spend__company,card_spend,company,26w,26,TimesFM-2.5,100,200,0.719192928234581,0.6908408194876671,11.0,0.8171848850947367,0.8272275060413994,14.0,0.811923076923077 weekly,card_spend__company,card_spend,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.7245208749117192,0.6959587272202361,12.0,0.7038655393723945,0.7125155461679995,9.0,0.7971153846153847 weekly,card_spend__company,card_spend,company,26w,26,t0-beta + past & calendar covariates,100,200,0.725176740128539,0.6965887368408444,13.0,0.7249819254890508,0.7338914376492324,12.0,0.8275 weekly,card_spend__company,card_spend,company,26w,26,Toto-2.0-22M,100,200,0.7330800348220607,0.7041804669154541,14.0,0.7209825034862894,0.7298428655949808,11.0,0.8146153846153846 weekly,card_spend__company,card_spend,company,26w,26,TiRex-2 + past & calendar covariates,100,200,0.7485238536695232,0.7190154577082446,15.0,0.8230781869511088,0.833193232385482,15.0,0.8355769230769231 weekly,card_spend__company,card_spend,company,26w,26,TiRex-2,100,200,0.7518809765181226,0.7222402356625276,16.0,0.825869865978536,0.8360192191623409,16.0,0.8296153846153846 weekly,card_spend__company,card_spend,company,26w,26,t0-alpha + past & calendar covariates,100,200,0.7545523811839523,0.7248063278974098,17.0,0.8629549721562866,0.8735600749151301,18.0,0.7957692307692308 weekly,card_spend__company,card_spend,company,26w,26,t0-alpha,100,200,0.7568643243552686,0.7270271293713645,18.0,0.8478780678316507,0.8582978861610545,17.0,0.8088461538461539 weekly,card_spend__company,card_spend,company,26w,26,AutoTheta,100,200,0.7876446568428941,0.7565940359482298,19.0,1.195585886387625,1.2102787864707911,20.0,0.8371153846153847 weekly,card_spend__company,card_spend,company,26w,26,AutoETS,100,200,0.8678607337351602,0.833647825162163,20.0,1.5136619884227858,1.532263817541712,21.0,0.845 weekly,card_spend__company,card_spend,company,26w,26,Seasonal Naive,100,200,1.0410400021931827,1.0,21.0,0.9878599044720836,1.0,19.0,0.8065384615384616 weekly,card_spend__product,card_spend,product,1w,1,t0-gamma + past & calendar covariates,100,5200,0.6527010201768989,0.5795095177680325,1.0,0.9866538805246868,0.48301977361223286,1.0,0.8240384615384615 weekly,card_spend__product,card_spend,product,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.6545654347295263,0.5811648636996506,2.0,1.0313658260898644,0.5049086591180293,5.0,0.8217307692307693 weekly,card_spend__product,card_spend,product,1w,1,PatchTST-FM-r2,100,5200,0.6560223950325815,0.5824584458092693,3.0,0.9923162547044979,0.4857918082116262,2.0,0.7998076923076923 weekly,card_spend__product,card_spend,product,1w,1,Timestral-209M,100,5200,0.6577736644500928,0.5840133342869198,4.0,1.023217063448439,0.5009194045638506,4.0,0.8167307692307693 weekly,card_spend__product,card_spend,product,1w,1,TimesFM-3.0,100,5200,0.6592720959779356,0.5853437371900335,5.0,1.043810420370904,0.51100095270849,6.0,0.815 weekly,card_spend__product,card_spend,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.6623021448035593,0.5880340074354744,6.0,1.0584033395144983,0.5181449660653646,8.0,0.8221153846153846 weekly,card_spend__product,card_spend,product,1w,1,t0-gamma,100,5200,0.6624611132377954,0.5881751497315896,7.0,1.0064543546629887,0.4927131632846188,3.0,0.8040384615384616 weekly,card_spend__product,card_spend,product,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.666213447712309,0.5915067111580454,8.0,1.080027506808752,0.5287311509445738,10.0,0.7536538461538461 weekly,card_spend__product,card_spend,product,1w,1,t0-beta + past & calendar covariates,100,5200,0.6673907885284628,0.5925520292861418,9.0,1.0522761113104975,0.5151453605923764,7.0,0.8203846153846154 weekly,card_spend__product,card_spend,product,1w,1,Chronos-2,100,5200,0.6678490808740436,0.5929589304062172,10.0,1.099907294680813,0.538463368925935,11.0,0.7584615384615384 weekly,card_spend__product,card_spend,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.6704670749811401,0.5952833522404467,11.0,1.1395748852113343,0.5578827732134913,13.0,0.7961538461538461 weekly,card_spend__product,card_spend,product,1w,1,TimesFM-2.5,100,5200,0.672428104184746,0.5970244788098561,12.0,1.1170416951431512,0.5468515731337761,12.0,0.8288461538461539 weekly,card_spend__product,card_spend,product,1w,1,Toto-2.0-22M,100,5200,0.673490385977598,0.5979676402122125,13.0,1.1407502927073314,0.5584581979635735,14.0,0.7988461538461539 weekly,card_spend__product,card_spend,product,1w,1,t0-beta,100,5200,0.6742770892110768,0.5986661254257583,14.0,1.0651377600675327,0.5214418246245247,9.0,0.8167307692307693 weekly,card_spend__product,card_spend,product,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.6811090097784818,0.6047319394371617,15.0,1.1550128040799947,0.5654404590688583,16.0,0.801923076923077 weekly,card_spend__product,card_spend,product,1w,1,TiRex-2,100,5200,0.6824945758691733,0.6059621332199672,16.0,1.1643030559835923,0.5699885335860233,18.0,0.7986538461538462 weekly,card_spend__product,card_spend,product,1w,1,t0-alpha,100,5200,0.6839062076502694,0.6072154697821,17.0,1.1551339184007723,0.5654997509978295,17.0,0.8159615384615385 weekly,card_spend__product,card_spend,product,1w,1,t0-alpha + past & calendar covariates,100,5200,0.6903401631488649,0.6129279450702825,18.0,1.1500241254878913,0.5629982344430345,15.0,0.7967307692307692 weekly,card_spend__product,card_spend,product,1w,1,AutoTheta,100,5200,0.773992035360005,0.6871994026395265,19.0,1.4138225451462534,0.6921416508505056,19.0,0.8511538461538461 weekly,card_spend__product,card_spend,product,1w,1,AutoETS,100,5200,0.7787514483693302,0.6914251125015173,20.0,1.458027754756774,0.7137824620407481,20.0,0.8509615384615384 weekly,card_spend__product,card_spend,product,1w,1,Seasonal Naive,100,5200,1.1262990514646969,1.0,21.0,2.0426780318868896,1.0,21.0,0.7765384615384615 weekly,card_spend__product,card_spend,product,4w,4,TimesFM-3.0,100,1300,0.676982584207387,0.5964073615875988,1.0,1.0874380111643385,0.5315086877415078,7.0,0.825 weekly,card_spend__product,card_spend,product,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.6779659307035419,0.5972736690864613,2.0,1.0527098741884007,0.5145345647825131,4.0,0.8325 weekly,card_spend__product,card_spend,product,4w,4,t0-gamma + past & calendar covariates,100,1300,0.6803518100213646,0.599375578385465,3.0,1.0228032647663974,0.49991706698908306,1.0,0.8228846153846154 weekly,card_spend__product,card_spend,product,4w,4,PatchTST-FM-r2,100,1300,0.6824400437862469,0.601215268237383,4.0,1.0404994823088805,0.5085664734540296,2.0,0.8013461538461538 weekly,card_spend__product,card_spend,product,4w,4,Timestral-209M,100,1300,0.6842142460948507,0.6027783030073778,5.0,1.073643713000795,0.5247664281920463,6.0,0.8238461538461539 weekly,card_spend__product,card_spend,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.6847258622783711,0.603229026061821,6.0,1.0720208723695364,0.5239732299724896,5.0,0.8365384615384616 weekly,card_spend__product,card_spend,product,4w,4,t0-gamma,100,1300,0.6885910435479223,0.6066341691435,7.0,1.0477823572774307,0.5121261350418888,3.0,0.8088461538461539 weekly,card_spend__product,card_spend,product,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.692529367535819,0.6101037494155666,8.0,1.1198355136010014,0.5473436630039374,10.0,0.7509615384615385 weekly,card_spend__product,card_spend,product,4w,4,t0-beta + past & calendar covariates,100,1300,0.6977356914775341,0.6146904108719822,9.0,1.106747517947329,0.5409466239786034,8.0,0.818076923076923 weekly,card_spend__product,card_spend,product,4w,4,TimesFM-2.5,100,1300,0.6990230539084694,0.615824549989815,10.0,1.1761024859684663,0.5748453544467422,12.0,0.8411538461538461 weekly,card_spend__product,card_spend,product,4w,4,t0-beta,100,1300,0.7002015877516135,0.6168628134198176,11.0,1.1169086957657284,0.54591311791455,9.0,0.8161538461538461 weekly,card_spend__product,card_spend,product,4w,4,Chronos-2,100,1300,0.7018592689697555,0.6183231955695636,12.0,1.1324247376338303,0.5534969166852285,11.0,0.7638461538461538 weekly,card_spend__product,card_spend,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.7029154106375335,0.6192536340774902,13.0,1.1961990110508263,0.5846679627839776,13.0,0.7990384615384616 weekly,card_spend__product,card_spend,product,4w,4,Toto-2.0-22M,100,1300,0.7041637099033344,0.6203533593716937,14.0,1.209805549890534,0.5913184509305649,15.0,0.8038461538461539 weekly,card_spend__product,card_spend,product,4w,4,TiRex-2,100,1300,0.7117357054926202,0.6270241275963242,15.0,1.2147923020237998,0.5937558331585471,16.0,0.8086538461538462 weekly,card_spend__product,card_spend,product,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.7121676457849484,0.6274046578730557,16.0,1.2180032509903964,0.595325253441928,17.0,0.8076923076923077 weekly,card_spend__product,card_spend,product,4w,4,t0-alpha + past & calendar covariates,100,1300,0.7181249975410512,0.6326529589753157,17.0,1.205871570385297,0.5893956339396527,14.0,0.7896153846153846 weekly,card_spend__product,card_spend,product,4w,4,t0-alpha,100,1300,0.7195606012749995,0.6339176955508539,18.0,1.2507207266358056,0.6113166224836326,18.0,0.8138461538461539 weekly,card_spend__product,card_spend,product,4w,4,AutoTheta,100,1300,0.8246068528107288,0.7264612250072914,19.0,1.5429067462817248,0.754128816175607,19.0,0.8455769230769231 weekly,card_spend__product,card_spend,product,4w,4,AutoETS,100,1300,0.8414009976356044,0.7412565119744606,20.0,1.7115411689203044,0.8365525127582831,20.0,0.8467307692307692 weekly,card_spend__product,card_spend,product,4w,4,Seasonal Naive,100,1300,1.1351009860195254,1.0,21.0,2.045945882437202,1.0,21.0,0.7736538461538461 weekly,card_spend__product,card_spend,product,13w,13,Timestral-209M + past & calendar covariates,100,400,0.7187293716180211,0.6213493847684367,1.0,1.1654320672247525,0.5677103959162008,1.0,0.8405769230769231 weekly,card_spend__product,card_spend,product,13w,13,TimesFM-3.0,100,400,0.7382916675697639,0.6382612030887452,2.0,1.1832228949228958,0.5763767421754392,6.0,0.8232692307692308 weekly,card_spend__product,card_spend,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.7392503722186686,0.639090013719415,3.0,1.167402518854566,0.5686702509831366,2.0,0.8357692307692308 weekly,card_spend__product,card_spend,product,13w,13,Timestral-209M,100,400,0.7405991979829268,0.6402560883114341,4.0,1.2043049864922917,0.5866463433715896,7.0,0.8275 weekly,card_spend__product,card_spend,product,13w,13,Chronos-2 + past & calendar covariates,100,400,0.7441537710963745,0.6433290555566477,5.0,1.2397823890114505,0.6039282517698987,11.0,0.7515384615384616 weekly,card_spend__product,card_spend,product,13w,13,t0-gamma + past & calendar covariates,100,400,0.7550695732976199,0.6527658856763474,6.0,1.1762754825423463,0.5729924880914179,5.0,0.821923076923077 weekly,card_spend__product,card_spend,product,13w,13,PatchTST-FM-r2,100,400,0.7569575854573712,0.6543980927910447,7.0,1.1721880369216953,0.5710013935979297,3.0,0.805 weekly,card_spend__product,card_spend,product,13w,13,Toto-2.0-22M,100,400,0.7572722124654195,0.6546700912728128,8.0,1.298929369588744,0.6327401891664244,14.0,0.8155769230769231 weekly,card_spend__product,card_spend,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.7592093940978303,0.6563448059331772,9.0,1.2945314400664527,0.6305978503887922,13.0,0.8084615384615386 weekly,card_spend__product,card_spend,product,13w,13,Chronos-2,100,400,0.7597704590342041,0.6568298526931924,10.0,1.2293493541511684,0.5988460659285201,9.0,0.7578846153846154 weekly,card_spend__product,card_spend,product,13w,13,t0-gamma,100,400,0.7604687161968832,0.6574335036299337,11.0,1.1751415598554968,0.5724401266834959,4.0,0.8057692307692308 weekly,card_spend__product,card_spend,product,13w,13,TimesFM-2.5,100,400,0.7606386877034153,0.6575804458521141,12.0,1.2601875876794477,0.6138681219179228,12.0,0.84 weekly,card_spend__product,card_spend,product,13w,13,t0-beta + past & calendar covariates,100,400,0.774629201227784,0.6696753974628867,13.0,1.2307638219516288,0.5995350877064451,10.0,0.8142307692307692 weekly,card_spend__product,card_spend,product,13w,13,t0-beta,100,400,0.7759704055034942,0.670834883194888,14.0,1.2250998957391595,0.5967760510513287,8.0,0.8094230769230769 weekly,card_spend__product,card_spend,product,13w,13,TiRex-2 + past & calendar covariates,100,400,0.7850597466234375,0.6786927177788749,15.0,1.3342575892882507,0.6499494269732932,15.0,0.8234615384615386 weekly,card_spend__product,card_spend,product,13w,13,TiRex-2,100,400,0.7887257496186849,0.6818620173728629,16.0,1.3460359760173093,0.6556869665358788,16.0,0.82 weekly,card_spend__product,card_spend,product,13w,13,t0-alpha,100,400,0.7976470116743808,0.6895745457716753,17.0,1.3667329280073581,0.6657689568457124,17.0,0.8186538461538462 weekly,card_spend__product,card_spend,product,13w,13,t0-alpha + past & calendar covariates,100,400,0.8039005245436445,0.6949807758874853,18.0,1.3847785554853902,0.6745594222947244,18.0,0.7938461538461539 weekly,card_spend__product,card_spend,product,13w,13,AutoTheta,100,400,0.8661254888564498,0.7487749365546074,19.0,1.644634850846227,0.8011417641311861,19.0,0.8542307692307692 weekly,card_spend__product,card_spend,product,13w,13,AutoETS,100,400,0.9020235022960925,0.7798091609037766,20.0,2.039367092042605,0.9934254700910881,20.0,0.8505769230769231 weekly,card_spend__product,card_spend,product,13w,13,Seasonal Naive,100,400,1.1567233978768254,1.0,21.0,2.0528637058758052,1.0,21.0,0.770576923076923 weekly,card_spend__product,card_spend,product,26w,26,Timestral-209M + past & calendar covariates,100,200,0.7852562567989517,0.660350508602577,1.0,1.2922552756259764,0.6268385826164975,1.0,0.8367307692307692 weekly,card_spend__product,card_spend,product,26w,26,TimesFM-3.0,100,200,0.8025602347045891,0.6749020521425363,2.0,1.342747533236371,0.6513310306572108,5.0,0.8205769230769231 weekly,card_spend__product,card_spend,product,26w,26,Toto-2.0-22M,100,200,0.8172194101279132,0.6872294852099876,3.0,1.407586879112493,0.6827828687215445,12.0,0.8211538461538461 weekly,card_spend__product,card_spend,product,26w,26,Timestral-209M,100,200,0.8176910309280798,0.6876260882711681,4.0,1.3516192751036458,0.6556344761159482,7.0,0.8353846153846153 weekly,card_spend__product,card_spend,product,26w,26,Chronos-2 + past & calendar covariates,100,200,0.8204804896750214,0.6899718454508404,5.0,1.382556249464527,0.6706411775971426,10.0,0.7567307692307692 weekly,card_spend__product,card_spend,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.8237246214182357,0.6926999536678168,6.0,1.3303461931966865,0.6453154712242996,3.0,0.8240384615384616 weekly,card_spend__product,card_spend,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.826409604336806,0.6949578533286165,7.0,1.419000587942115,0.6883193545847514,14.0,0.8178846153846153 weekly,card_spend__product,card_spend,product,26w,26,TimesFM-2.5,100,200,0.8357927097804287,0.7028484475114964,8.0,1.4113487699532965,0.6846076616762221,13.0,0.8286538461538462 weekly,card_spend__product,card_spend,product,26w,26,PatchTST-FM-r2,100,200,0.8367606469636659,0.70366242104652,9.0,1.3587980575863314,0.6591167121116023,8.0,0.8057692307692308 weekly,card_spend__product,card_spend,product,26w,26,t0-gamma,100,200,0.8451554381146755,0.71072190584296,10.0,1.3175543347160317,0.6391104817069148,2.0,0.8011538461538461 weekly,card_spend__product,card_spend,product,26w,26,Chronos-2,100,200,0.8461521760406733,0.7115600989686782,11.0,1.3453576692459166,0.652597138049086,6.0,0.7638461538461538 weekly,card_spend__product,card_spend,product,26w,26,t0-gamma + past & calendar covariates,100,200,0.8468619587697249,0.712156981046431,12.0,1.3357210639976043,0.647922677755503,4.0,0.8294230769230769 weekly,card_spend__product,card_spend,product,26w,26,t0-beta,100,200,0.8629070833421398,0.7256499090941201,13.0,1.378545313079066,0.6686955792883181,9.0,0.8113461538461538 weekly,card_spend__product,card_spend,product,26w,26,t0-beta + past & calendar covariates,100,200,0.8638609429002395,0.7264520442428347,14.0,1.3942949047296822,0.6763352863131386,11.0,0.8165384615384617 weekly,card_spend__product,card_spend,product,26w,26,t0-alpha,100,200,0.8719817060207801,0.7332810889151435,15.0,1.489100330405397,0.7223228707910827,15.0,0.8240384615384616 weekly,card_spend__product,card_spend,product,26w,26,TiRex-2 + past & calendar covariates,100,200,0.8743117604649231,0.7352405163300026,16.0,1.5583028036211954,0.7558911456067026,16.0,0.8371153846153847 weekly,card_spend__product,card_spend,product,26w,26,TiRex-2,100,200,0.8768650240126677,0.7373876483875333,17.0,1.5632597217832591,0.7582956144554359,17.0,0.833076923076923 weekly,card_spend__product,card_spend,product,26w,26,t0-alpha + past & calendar covariates,100,200,0.8971079465880433,0.7544106572493071,18.0,1.5871240376184155,0.7698715578432279,18.0,0.7996153846153846 weekly,card_spend__product,card_spend,product,26w,26,AutoTheta,100,200,0.9068977582162805,0.762643265435306,19.0,1.700038034579495,0.8246431274762951,19.0,0.8642307692307692 weekly,card_spend__product,card_spend,product,26w,26,AutoETS,100,200,0.9574503936472203,0.8051548127537613,20.0,2.2513111925475466,1.0920510394368967,21.0,0.86 weekly,card_spend__product,card_spend,product,26w,26,Seasonal Naive,100,200,1.1891506806903174,1.0,21.0,2.061543930866463,1.0,20.0,0.7653846153846153 weekly,card_spend__service,card_spend,service,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.4659434422969307,0.5006860996535919,1.0,0.4120064534971425,0.3812720411648535,4.0,0.8053846153846154 weekly,card_spend__service,card_spend,service,1w,1,Timestral-209M,100,5200,0.4756474421861323,0.5111136696427988,2.0,0.4036721657092859,0.3735594655739631,1.0,0.8084615384615385 weekly,card_spend__service,card_spend,service,1w,1,t0-gamma + past & calendar covariates,100,5200,0.47632117476376074,0.5118376384894027,3.0,0.40542014827219114,0.3751770540219656,2.0,0.8059615384615385 weekly,card_spend__service,card_spend,service,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.4794492028470416,0.5151989051978775,4.0,0.4143910416924007,0.38347874642596425,5.0,0.8057692307692308 weekly,card_spend__service,card_spend,service,1w,1,PatchTST-FM-r2,100,5200,0.48073928383302816,0.5165851799223948,5.0,0.41042051570396937,0.3798044094459057,3.0,0.7753846153846153 weekly,card_spend__service,card_spend,service,1w,1,TimesFM-3.0,100,5200,0.48209974351979346,0.5180470810727674,6.0,0.4171868391987789,0.38606598605022857,6.0,0.7923076923076923 weekly,card_spend__service,card_spend,service,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.4824497497566575,0.5184231852126304,7.0,0.424722321832893,0.39303934489129566,9.0,0.7546153846153846 weekly,card_spend__service,card_spend,service,1w,1,t0-beta + past & calendar covariates,100,5200,0.4837038435154129,0.5197707893544031,8.0,0.41809220294790533,0.3869038124524514,7.0,0.806923076923077 weekly,card_spend__service,card_spend,service,1w,1,t0-gamma,100,5200,0.48379473970870385,0.5198684631413071,9.0,0.4190398001399621,0.38778072181285317,8.0,0.7848076923076923 weekly,card_spend__service,card_spend,service,1w,1,Chronos-2,100,5200,0.48416315066936144,0.5202643443367843,10.0,0.43176074182854207,0.39955272043563106,10.0,0.7540384615384615 weekly,card_spend__service,card_spend,service,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.4875430301515015,0.5238962415191326,11.0,0.4504619389559672,0.4168588658624262,13.0,0.7894230769230769 weekly,card_spend__service,card_spend,service,1w,1,Toto-2.0-22M,100,5200,0.4910819264825862,0.5276990124999935,12.0,0.4531389360408712,0.41933616721071876,14.0,0.7984615384615384 weekly,card_spend__service,card_spend,service,1w,1,t0-beta,100,5200,0.4954493400364038,0.5323920783516246,13.0,0.441785309400777,0.40882948614553394,11.0,0.7967307692307692 weekly,card_spend__service,card_spend,service,1w,1,t0-alpha + past & calendar covariates,100,5200,0.49880293114704105,0.5359957269934869,14.0,0.44546960986821804,0.412238949146811,12.0,0.7830769230769231 weekly,card_spend__service,card_spend,service,1w,1,TiRex-2,100,5200,0.5020025073479603,0.5394338767412019,15.0,0.48828624558309985,0.4518615957249384,16.0,0.7853846153846153 weekly,card_spend__service,card_spend,service,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5025586838933143,0.5400315240947935,16.0,0.48902446131397065,0.4525447428362034,17.0,0.7898076923076923 weekly,card_spend__service,card_spend,service,1w,1,TimesFM-2.5,100,5200,0.5044160491915055,0.5420273821804851,17.0,0.47627146924637637,0.4407430846939613,15.0,0.8192307692307692 weekly,card_spend__service,card_spend,service,1w,1,t0-alpha,100,5200,0.5181059577157038,0.5567380665283661,18.0,0.5079860870571306,0.4700918897061947,18.0,0.7971153846153847 weekly,card_spend__service,card_spend,service,1w,1,AutoETS,100,5200,0.599470580897211,0.6441695702956667,19.0,0.5991528237438603,0.5544578686559134,19.0,0.8463461538461539 weekly,card_spend__service,card_spend,service,1w,1,AutoTheta,100,5200,0.6057899970447883,0.6509601880741267,20.0,0.6122350682464002,0.5665642180156466,20.0,0.8194230769230769 weekly,card_spend__service,card_spend,service,1w,1,Seasonal Naive,100,5200,0.9306099023306249,1.0,21.0,1.080610191710858,1.0,21.0,0.7817307692307692 weekly,card_spend__service,card_spend,service,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.4880206088348147,0.5225195073676496,1.0,0.4633654317633929,0.42771086432472255,4.0,0.8196153846153846 weekly,card_spend__service,card_spend,service,4w,4,t0-gamma + past & calendar covariates,100,1300,0.49697934513202574,0.5321115499820628,2.0,0.46188933888176265,0.4263483523224288,3.0,0.8121153846153846 weekly,card_spend__service,card_spend,service,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.49839831108709337,0.5336308247388883,3.0,0.4668859898346864,0.43096052610861496,6.0,0.8248076923076924 weekly,card_spend__service,card_spend,service,4w,4,Timestral-209M,100,1300,0.4992302665978962,0.5345215924150617,4.0,0.45431138963584716,0.41935350333370575,1.0,0.8153846153846154 weekly,card_spend__service,card_spend,service,4w,4,TimesFM-3.0,100,1300,0.49959808352353346,0.534915410863107,5.0,0.46687801451495287,0.4309531644655949,5.0,0.8075 weekly,card_spend__service,card_spend,service,4w,4,PatchTST-FM-r2,100,1300,0.5009838415610892,0.5363991301856234,6.0,0.45972736399183967,0.42435273485632163,2.0,0.7848076923076923 weekly,card_spend__service,card_spend,service,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.5015906556988825,0.5370488409121857,7.0,0.4861639397516685,0.44875509613085923,9.0,0.7528846153846154 weekly,card_spend__service,card_spend,service,4w,4,Chronos-2,100,1300,0.5026187678696235,0.5381496318526685,8.0,0.5006488854703581,0.4621254691201869,12.0,0.7578846153846154 weekly,card_spend__service,card_spend,service,4w,4,t0-gamma,100,1300,0.5038110288697585,0.5394261755460417,9.0,0.4816382944743558,0.4445776855592072,8.0,0.7934615384615384 weekly,card_spend__service,card_spend,service,4w,4,t0-beta + past & calendar covariates,100,1300,0.5068209754288368,0.5426488996785482,10.0,0.4673024000109383,0.43134489478221355,7.0,0.808076923076923 weekly,card_spend__service,card_spend,service,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.5111000301659651,0.547230447122993,11.0,0.5026561347261808,0.4639782666214072,13.0,0.7930769230769231 weekly,card_spend__service,card_spend,service,4w,4,Toto-2.0-22M,100,1300,0.5168091079447152,0.5533431080526175,12.0,0.4991142288297022,0.46070889966286105,11.0,0.7990384615384616 weekly,card_spend__service,card_spend,service,4w,4,t0-beta,100,1300,0.5170523022278536,0.5536034940992713,13.0,0.4969925559011379,0.4587504830441739,10.0,0.7976923076923077 weekly,card_spend__service,card_spend,service,4w,4,t0-alpha + past & calendar covariates,100,1300,0.5245337920679232,0.5616138615199071,14.0,0.516400567248384,0.47666510666329914,14.0,0.7867307692307692 weekly,card_spend__service,card_spend,service,4w,4,TiRex-2,100,1300,0.5246588395095062,0.5617477487500582,15.0,0.5434834724687961,0.5016640643027674,16.0,0.8073076923076923 weekly,card_spend__service,card_spend,service,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.5255118613438367,0.5626610719593226,16.0,0.5545304108026508,0.5118609741692064,17.0,0.8055769230769231 weekly,card_spend__service,card_spend,service,4w,4,TimesFM-2.5,100,1300,0.5307123688094659,0.5682292109883081,17.0,0.5340316787980429,0.49293955754586055,15.0,0.8257692307692308 weekly,card_spend__service,card_spend,service,4w,4,t0-alpha,100,1300,0.5415683541845969,0.579852622023648,18.0,0.5697785003367188,0.5259357693672375,18.0,0.8028846153846154 weekly,card_spend__service,card_spend,service,4w,4,AutoTheta,100,1300,0.6321507874426732,0.6768384614437893,19.0,0.7050651049684472,0.6508124792641904,19.0,0.8201923076923077 weekly,card_spend__service,card_spend,service,4w,4,AutoETS,100,1300,0.6472243942938218,0.6929776438543866,20.0,0.7399754267434875,0.683036557446788,20.0,0.8492307692307692 weekly,card_spend__service,card_spend,service,4w,4,Seasonal Naive,100,1300,0.9339758649267784,1.0,21.0,1.083361378942203,1.0,21.0,0.78 weekly,card_spend__service,card_spend,service,13w,13,Timestral-209M + past & calendar covariates,100,400,0.5248788481814549,0.5563597895070691,1.0,0.5217186368341915,0.4786655388385329,1.0,0.8253846153846155 weekly,card_spend__service,card_spend,service,13w,13,Chronos-2,100,400,0.5325472078485061,0.5644880785112969,2.0,0.5635877252394411,0.5170795197608712,9.0,0.7590384615384616 weekly,card_spend__service,card_spend,service,13w,13,t0-gamma + past & calendar covariates,100,400,0.5367203695547706,0.5689115361844734,3.0,0.5241161658604967,0.4808652197435916,2.0,0.8157692307692308 weekly,card_spend__service,card_spend,service,13w,13,PatchTST-FM-r2,100,400,0.5408362515493684,0.5732742786498713,4.0,0.531639964695796,0.48776814206483465,3.0,0.7875 weekly,card_spend__service,card_spend,service,13w,13,Chronos-2 + past & calendar covariates,100,400,0.5409841083252865,0.5734310035112599,5.0,0.5611464202703577,0.5148396753773421,6.0,0.7569230769230769 weekly,card_spend__service,card_spend,service,13w,13,Timestral-209M,100,400,0.5424263501136977,0.5749597474120643,6.0,0.5551549228779177,0.5093426064108114,5.0,0.8153846153846155 weekly,card_spend__service,card_spend,service,13w,13,TimesFM-3.0,100,400,0.5427826697010157,0.5753374381711498,7.0,0.5628424615514994,0.5163957564839254,8.0,0.8076923076923077 weekly,card_spend__service,card_spend,service,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.5466046507214615,0.5793886522054027,8.0,0.5682573420505037,0.5213637919513375,11.0,0.8251923076923078 weekly,card_spend__service,card_spend,service,13w,13,t0-gamma,100,400,0.5476467701832256,0.5804932754273083,9.0,0.553800822754736,0.5081002489036364,4.0,0.8038461538461539 weekly,card_spend__service,card_spend,service,13w,13,t0-beta + past & calendar covariates,100,400,0.5494235391338901,0.5823766106061201,10.0,0.5628203238143784,0.516375445590046,7.0,0.8053846153846154 weekly,card_spend__service,card_spend,service,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.5530725294836567,0.5862444584150829,11.0,0.5665410653435649,0.5197891452802738,10.0,0.8055769230769231 weekly,card_spend__service,card_spend,service,13w,13,Toto-2.0-22M,100,400,0.5596903779715313,0.5932592291654384,12.0,0.5773949492385178,0.5297473484500786,12.0,0.81 weekly,card_spend__service,card_spend,service,13w,13,t0-beta,100,400,0.5616072572622056,0.5952910781575725,13.0,0.5785718279937748,0.5308271091942051,13.0,0.7998076923076922 weekly,card_spend__service,card_spend,service,13w,13,TiRex-2 + past & calendar covariates,100,400,0.5696527792350349,0.6038191507342947,14.0,0.6583926762627397,0.6040610070266792,17.0,0.8278846153846153 weekly,card_spend__service,card_spend,service,13w,13,t0-alpha + past & calendar covariates,100,400,0.5702746746146241,0.6044783458679573,15.0,0.5887484570629041,0.540163945743678,14.0,0.7926923076923077 weekly,card_spend__service,card_spend,service,13w,13,TiRex-2,100,400,0.5728268326044195,0.6071835760118485,16.0,0.6410618155108558,0.5881603180064928,16.0,0.8267307692307692 weekly,card_spend__service,card_spend,service,13w,13,TimesFM-2.5,100,400,0.5763998719523853,0.6109709174648756,17.0,0.6352684360034954,0.5828450179044798,15.0,0.8257692307692308 weekly,card_spend__service,card_spend,service,13w,13,t0-alpha,100,400,0.5928560247964687,0.6284140698497575,18.0,0.6832087203682514,0.626829189500829,18.0,0.808076923076923 weekly,card_spend__service,card_spend,service,13w,13,AutoTheta,100,400,0.699582419008284,0.7415416504795764,19.0,0.906674655032956,0.8318543399869369,19.0,0.8386538461538461 weekly,card_spend__service,card_spend,service,13w,13,AutoETS,100,400,0.735187637718647,0.7792823825660073,20.0,1.0393103491374187,0.9535447138884404,20.0,0.8523076923076922 weekly,card_spend__service,card_spend,service,13w,13,Seasonal Naive,100,400,0.9434162174920907,1.0,21.0,1.0899440099659683,1.0,21.0,0.7767307692307692 weekly,card_spend__service,card_spend,service,26w,26,Timestral-209M + past & calendar covariates,100,200,0.5918368257357762,0.6197770059920795,1.0,0.5786563944821502,0.527916822009394,1.0,0.8105769230769231 weekly,card_spend__service,card_spend,service,26w,26,Chronos-2,100,200,0.5938808859491488,0.6219175647812974,2.0,0.6338433332446742,0.5782646857947954,8.0,0.7630769230769231 weekly,card_spend__service,card_spend,service,26w,26,PatchTST-FM-r2,100,200,0.6015429461475694,0.6299413451934145,3.0,0.5895052298796302,0.5378143756528928,2.0,0.79 weekly,card_spend__service,card_spend,service,26w,26,TimesFM-3.0,100,200,0.6053050375812831,0.633881042190398,4.0,0.6365784138202136,0.5807599404211105,10.0,0.8028846153846153 weekly,card_spend__service,card_spend,service,26w,26,Chronos-2 + past & calendar covariates,100,200,0.6079878597613975,0.636690518427929,5.0,0.653381008770418,0.5960891973207274,11.0,0.7557692307692307 weekly,card_spend__service,card_spend,service,26w,26,Timestral-209M,100,200,0.6110589169792887,0.6399065579931735,6.0,0.6114518869796326,0.5578366368435459,4.0,0.808076923076923 weekly,card_spend__service,card_spend,service,26w,26,t0-gamma,100,200,0.6111643578483293,0.6400169766479133,7.0,0.6201764240792018,0.5657961616030182,7.0,0.8026923076923077 weekly,card_spend__service,card_spend,service,26w,26,t0-gamma + past & calendar covariates,100,200,0.6122306585929264,0.6411336166646137,8.0,0.6050206842156589,0.5519693550555456,3.0,0.8094230769230769 weekly,card_spend__service,card_spend,service,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.6135321165082727,0.6424965154487426,9.0,0.6361047910723806,0.5803278473547387,9.0,0.8205769230769231 weekly,card_spend__service,card_spend,service,26w,26,t0-beta,100,200,0.6199071517898088,0.6491725114464102,10.0,0.6640260232207573,0.6058008020873115,12.0,0.8073076923076923 weekly,card_spend__service,card_spend,service,26w,26,Toto-2.0-22M,100,200,0.6203405552141853,0.6496263755269578,11.0,0.6193972726838484,0.5650853302142675,6.0,0.8163461538461538 weekly,card_spend__service,card_spend,service,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.6227880266474163,0.6521893902823395,12.0,0.6157980059723644,0.5618016657425542,5.0,0.8057692307692308 weekly,card_spend__service,card_spend,service,26w,26,t0-beta + past & calendar covariates,100,200,0.6253757769435918,0.6548993063623754,13.0,0.669793667847854,0.6110627099328841,13.0,0.805 weekly,card_spend__service,card_spend,service,26w,26,TiRex-2 + past & calendar covariates,100,200,0.6305513957386302,0.6603192623053962,14.0,0.7186758616376071,0.655658661251158,17.0,0.8346153846153846 weekly,card_spend__service,card_spend,service,26w,26,TiRex-2,100,200,0.6328268571204577,0.662702146541649,15.0,0.7051101896353902,0.643282497226839,15.0,0.8340384615384616 weekly,card_spend__service,card_spend,service,26w,26,TimesFM-2.5,100,200,0.6347901158241273,0.6647580892414556,16.0,0.6995470263559518,0.6382071407513803,14.0,0.8196153846153846 weekly,card_spend__service,card_spend,service,26w,26,t0-alpha + past & calendar covariates,100,200,0.654115813532766,0.6849961388925186,17.0,0.7061655764096474,0.6442453422539905,16.0,0.7842307692307692 weekly,card_spend__service,card_spend,service,26w,26,t0-alpha,100,200,0.6616846502513755,0.6929222948130644,18.0,0.7193286474029953,0.6562542073991015,18.0,0.8088461538461539 weekly,card_spend__service,card_spend,service,26w,26,AutoTheta,100,200,0.7423066186077459,0.7773503668631253,19.0,0.9676948943154443,0.8828424228145022,19.0,0.8446153846153847 weekly,card_spend__service,card_spend,service,26w,26,AutoETS,100,200,0.8259952033212262,0.8649898279678856,20.0,1.0552566836152542,0.9627263435270343,20.0,0.8798076923076923 weekly,card_spend__service,card_spend,service,26w,26,Seasonal Naive,100,200,0.9549189789453719,1.0,21.0,1.0961128161812075,1.0,21.0,0.7715384615384616 weekly,clickstream_visits,clickstream_visits,original,1w,1,PatchTST-FM-r2,100,5016,0.5376481353509667,0.4564349825132989,1.0,0.7453330361774494,0.21982652710597303,3.0,0.7587719298245614 weekly,clickstream_visits,clickstream_visits,original,1w,1,Timestral-209M,100,5016,0.538325152275671,0.4570097342661101,2.0,0.7488411764523204,0.22086120859168928,4.0,0.7918660287081339 weekly,clickstream_visits,clickstream_visits,original,1w,1,TimesFM-3.0,100,5016,0.539453403625078,0.4579675603071155,3.0,0.7427124171683538,0.21905360876252766,2.0,0.7651515151515151 weekly,clickstream_visits,clickstream_visits,original,1w,1,TimesFM-2.5,100,5016,0.5395093523005433,0.4580150577892578,4.0,0.7601580101884013,0.22419896518811913,11.0,0.7886762360446571 weekly,clickstream_visits,clickstream_visits,original,1w,1,TiRex-2,100,5016,0.541869626403009,0.4600188063338003,5.0,0.7497561562108772,0.22113107026819212,7.0,0.7605661881977671 weekly,clickstream_visits,clickstream_visits,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5016,0.5421905380614596,0.4602912434494198,6.0,0.7396972846237431,0.21816433365479157,1.0,0.7747208931419458 weekly,clickstream_visits,clickstream_visits,original,1w,1,Chronos-2,100,5016,0.5433567772213364,0.461281319143065,7.0,0.7582874093542656,0.2236472551940492,9.0,0.7671451355661882 weekly,clickstream_visits,clickstream_visits,original,1w,1,TiRex-2 + past & calendar covariates,100,5016,0.544553939963227,0.46229764733102335,8.0,0.7543662156663,0.22249074884226297,8.0,0.7549840510366826 weekly,clickstream_visits,clickstream_visits,original,1w,1,Timestral-209M + past & calendar covariates,100,5016,0.5452930441902607,0.46292510793724573,9.0,0.7492398870734666,0.22097880323316169,6.0,0.7914673046251993 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-gamma + past & calendar covariates,100,5016,0.545871849934525,0.46341648356452175,10.0,0.7491224305671329,0.2209441609261391,5.0,0.8050239234449761 weekly,clickstream_visits,clickstream_visits,original,1w,1,Chronos-2 + past & calendar covariates,100,5016,0.5477674793087987,0.465025773178692,11.0,0.7681996249391851,0.22657073747940948,17.0,0.7651515151515151 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-gamma,100,5016,0.5527300543237446,0.46923873829702006,12.0,0.7600465670188385,0.2241660964385192,10.0,0.7840909090909091 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-beta + past & calendar covariates,100,5016,0.5536760279766912,0.4700418201629302,13.0,0.7659921637364263,0.22591967479149702,16.0,0.7878787878787878 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-beta,100,5016,0.5543450746252538,0.4706098055705945,14.0,0.7634420407986494,0.22516754837029365,14.0,0.7793062200956937 weekly,clickstream_visits,clickstream_visits,original,1w,1,Toto-2.0-22M,100,5016,0.5552356807344131,0.47136588330458495,15.0,0.7609375532554552,0.22442888152999882,12.0,0.7721291866028708 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-alpha,100,5016,0.5555152074054552,0.4716031867430612,16.0,0.7650993410006142,0.2256563480478692,15.0,0.7759170653907496 weekly,clickstream_visits,clickstream_visits,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5016,0.5569122183502428,0.47278917554173666,17.0,0.7625549256756762,0.2249059050146918,13.0,0.7693381180223285 weekly,clickstream_visits,clickstream_visits,original,1w,1,t0-alpha + past & calendar covariates,100,5016,0.5616707413289417,0.47682891121598714,18.0,0.8079338546959977,0.23828984465795047,18.0,0.7715311004784688 weekly,clickstream_visits,clickstream_visits,original,1w,1,AutoTheta,100,5016,0.6206626223771481,0.52690991480226,19.0,0.894247245409433,0.26374688466866336,19.0,0.7904704944178629 weekly,clickstream_visits,clickstream_visits,original,1w,1,AutoETS,100,5016,0.6382957294683458,0.541879495086533,20.0,0.9126807422774497,0.2691836108061456,20.0,0.8803827751196173 weekly,clickstream_visits,clickstream_visits,original,1w,1,Seasonal Naive,100,5016,1.1779292910251495,1.0,21.0,3.390550931181033,1.0,21.0,0.6529106858054227 weekly,clickstream_visits,clickstream_visits,original,4w,4,TimesFM-3.0,100,1279,0.5857345732513698,0.49655549007623,1.0,0.8981093349988508,0.2634806378913227,9.0,0.7668751628876727 weekly,clickstream_visits,clickstream_visits,original,4w,4,PatchTST-FM-r2,100,1279,0.5886243921740801,0.4990053291619317,2.0,0.8892443493791287,0.26087989433487724,6.0,0.753844149074798 weekly,clickstream_visits,clickstream_visits,original,4w,4,TimesFM-2.5,100,1279,0.5894697665785579,0.49972199387814126,3.0,0.9152599860974995,0.26851216836943453,17.0,0.7756710972113631 weekly,clickstream_visits,clickstream_visits,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1279,0.5899776154252676,0.5001525218757679,4.0,0.8821516968249703,0.25879910467321143,3.0,0.7788636955955173 weekly,clickstream_visits,clickstream_visits,original,4w,4,Timestral-209M,100,1279,0.5921122542390757,0.5019621583062118,5.0,0.8825410316532116,0.2589133248298235,4.0,0.7834245504300235 weekly,clickstream_visits,clickstream_visits,original,4w,4,Chronos-2,100,1279,0.5949087242360914,0.5043328609986337,6.0,0.8854241441799509,0.2597591509425859,5.0,0.7683737294761532 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-gamma + past & calendar covariates,100,1279,0.5952021688458761,0.5045816281683998,7.0,0.8795247743276672,0.25802843768612194,2.0,0.8020589001824341 weekly,clickstream_visits,clickstream_visits,original,4w,4,TiRex-2,100,1279,0.5958141818888543,0.5051004611865741,8.0,0.8920159367892837,0.26169300203829526,7.0,0.7594474850143341 weekly,clickstream_visits,clickstream_visits,original,4w,4,TiRex-2 + past & calendar covariates,100,1279,0.6007167587248637,0.5092566123762297,9.0,0.8935722328456972,0.2621495766018946,8.0,0.7584701589783686 weekly,clickstream_visits,clickstream_visits,original,4w,4,Timestral-209M + past & calendar covariates,100,1279,0.6028375234583212,0.5110544870786103,10.0,0.8774949935587607,0.2574329556986514,1.0,0.788571800886109 weekly,clickstream_visits,clickstream_visits,original,4w,4,Chronos-2 + past & calendar covariates,100,1279,0.6043852376800454,0.512366559182533,11.0,0.9008792495158395,0.26429325481378413,10.0,0.7487620536877769 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-gamma,100,1279,0.6053186954973891,0.5131578964624612,12.0,0.902490684132938,0.264766005518278,12.0,0.7859655981235341 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-beta,100,1279,0.6086212439538715,0.51595762630973,13.0,0.9040321480614837,0.26521822874250295,13.0,0.7814698983580922 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-beta + past & calendar covariates,100,1279,0.6109458592817567,0.517928315007461,14.0,0.9013783794655091,0.26443968584662686,11.0,0.7771045087307792 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-alpha,100,1279,0.6159787271307067,0.5221949201821426,15.0,0.9076319875972765,0.2662743228952247,15.0,0.7781469898358092 weekly,clickstream_visits,clickstream_visits,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1279,0.6173388057686173,0.523347924538435,16.0,0.9061186019158802,0.2658303370583439,14.0,0.7569715923898879 weekly,clickstream_visits,clickstream_visits,original,4w,4,t0-alpha + past & calendar covariates,100,1279,0.6297104036318272,0.5338359256237933,17.0,0.9646941299946354,0.28301478988783296,18.0,0.7531925983841543 weekly,clickstream_visits,clickstream_visits,original,4w,4,Toto-2.0-22M,100,1279,0.6318545507281035,0.5356536226845575,18.0,0.9096489304994926,0.26686603860483477,16.0,0.7654417513682564 weekly,clickstream_visits,clickstream_visits,original,4w,4,AutoTheta,100,1279,0.6895644870603548,0.5845771232364554,19.0,1.048931303951428,0.30772766555160325,19.0,0.7849882720875684 weekly,clickstream_visits,clickstream_visits,original,4w,4,AutoETS,100,1279,0.7442275867443825,0.6309176731924158,20.0,1.094463547672136,0.3210855766128113,20.0,0.8906046390409174 weekly,clickstream_visits,clickstream_visits,original,4w,4,Seasonal Naive,100,1279,1.1795954026436184,1.0,21.0,3.408635041218065,1.0,21.0,0.6531795673703413 weekly,clickstream_visits,clickstream_visits,original,13w,13,TimesFM-3.0,100,396,0.6691791587504266,0.5591232121735134,1.0,1.205356811902048,0.3491141661088988,7.0,0.7729564767443555 weekly,clickstream_visits,clickstream_visits,original,13w,13,TimesFM-2.5,100,396,0.6770786054018219,0.5657234834586635,2.0,1.28228643882659,0.3713957198261334,15.0,0.7763216931777538 weekly,clickstream_visits,clickstream_visits,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,396,0.6774709741948219,0.5660513216721377,3.0,1.202583334545595,0.3483108685085873,5.0,0.7845723580572066 weekly,clickstream_visits,clickstream_visits,original,13w,13,Chronos-2,100,396,0.6806276423356588,0.568688831235296,4.0,1.3032954219856532,0.3774806679211281,17.0,0.7692823029944241 weekly,clickstream_visits,clickstream_visits,original,13w,13,TiRex-2,100,396,0.6834876791152482,0.5710784946463988,5.0,1.189755680555402,0.34459552407140526,2.0,0.7730076040682101 weekly,clickstream_visits,clickstream_visits,original,13w,13,PatchTST-FM-r2,100,396,0.6837966039718567,0.5713366124551926,6.0,1.2277914973699473,0.3556120482560796,8.0,0.7536514271362756 weekly,clickstream_visits,clickstream_visits,original,13w,13,TiRex-2 + past & calendar covariates,100,396,0.6871855629002885,0.5741682093111485,7.0,1.1974875364350328,0.34683494429223766,4.0,0.7797189482795545 weekly,clickstream_visits,clickstream_visits,original,13w,13,Timestral-209M,100,396,0.6873238556503176,0.5742837578688187,8.0,1.191314860936805,0.3450471181166639,3.0,0.7936203597188445 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-gamma + past & calendar covariates,100,396,0.6879197095831666,0.574781615222211,9.0,1.2051767916120053,0.34906202583572793,6.0,0.8095342578297124 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-gamma,100,396,0.7041306935921468,0.5883264743725165,10.0,1.2540928467540664,0.36322985367859684,12.0,0.7981605235393114 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-beta,100,396,0.7049595792962772,0.5890190381371793,11.0,1.2433032083107696,0.3601047909664162,9.0,0.7968608481866059 weekly,clickstream_visits,clickstream_visits,original,13w,13,Timestral-209M + past & calendar covariates,100,396,0.7056553198612177,0.5896003543578389,12.0,1.1882749491640774,0.3441666516414251,1.0,0.8060197028000059 weekly,clickstream_visits,clickstream_visits,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,396,0.7104889964985134,0.5936390647281671,13.0,1.2499727461418233,0.362036526130003,11.0,0.7541452234634053 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-alpha,100,396,0.7105472652206076,0.593687750337455,14.0,1.2459266127545374,0.3608646221182451,10.0,0.7917604561543955 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-beta + past & calendar covariates,100,396,0.7127689147366076,0.5955440182702897,15.0,1.2829002390099762,0.3715734981711549,16.0,0.7883996825284704 weekly,clickstream_visits,clickstream_visits,original,13w,13,Chronos-2 + past & calendar covariates,100,396,0.7201292243155971,0.6016938211752109,16.0,1.2797584714857213,0.3706635306507429,14.0,0.7498477322340958 weekly,clickstream_visits,clickstream_visits,original,13w,13,t0-alpha + past & calendar covariates,100,396,0.7309415271107896,0.6107278883465935,17.0,1.3982946264315217,0.40499581340638324,18.0,0.7679728170258474 weekly,clickstream_visits,clickstream_visits,original,13w,13,Toto-2.0-22M,100,396,0.8083526934521006,0.6754076970598147,18.0,1.265911684726282,0.3666530091478352,13.0,0.7601052496885831 weekly,clickstream_visits,clickstream_visits,original,13w,13,AutoTheta,100,396,0.9048136070831748,0.7560042535624252,19.0,1.431571517834565,0.41463398367941434,19.0,0.7838208648814708 weekly,clickstream_visits,clickstream_visits,original,13w,13,AutoETS,100,396,0.9634930496295897,0.805033034533978,20.0,1.6510047046088256,0.4781896323146333,20.0,0.9097605887378615 weekly,clickstream_visits,clickstream_visits,original,13w,13,Seasonal Naive,100,396,1.1968366617244992,1.0,21.0,3.452615015129642,1.0,21.0,0.6420036262839293 weekly,clickstream_visits,clickstream_visits,original,26w,26,TimesFM-3.0,100,199,0.6910289187654386,0.5722315159707683,1.0,1.2180978570787777,0.3462618497491224,1.0,0.8080767842925279 weekly,clickstream_visits,clickstream_visits,original,26w,26,Timestral-209M,100,199,0.6953272412180624,0.575790897505177,2.0,1.2475674026269843,0.3546389922697238,4.0,0.8403289537916536 weekly,clickstream_visits,clickstream_visits,original,26w,26,TimesFM-2.5,100,199,0.7025034888601568,0.5817334491925271,3.0,1.3350629836531172,0.37951087062902017,11.0,0.7959540842794556 weekly,clickstream_visits,clickstream_visits,original,26w,26,TiRex-2 + past & calendar covariates,100,199,0.7059532912229662,0.5845901829445629,4.0,1.2398837666710403,0.35245480814737046,3.0,0.8324565356467396 weekly,clickstream_visits,clickstream_visits,original,26w,26,TiRex-2,100,199,0.7080220532998054,0.5863032962850688,5.0,1.2355905927180022,0.3512344116532507,2.0,0.8140438215417534 weekly,clickstream_visits,clickstream_visits,original,26w,26,Timestral-209M + past & calendar covariates,100,199,0.709049629789394,0.5871542182022931,6.0,1.2516012121025044,0.3557856606776945,5.0,0.8459502025538698 weekly,clickstream_visits,clickstream_visits,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,199,0.7094678359598411,0.5875005289635428,7.0,1.275205062400184,0.36249539488975246,8.0,0.8184021977182253 weekly,clickstream_visits,clickstream_visits,original,26w,26,Chronos-2,100,199,0.7097567740132823,0.5877397945801507,8.0,1.4571134691046705,0.41420547797081775,17.0,0.8087193109202148 weekly,clickstream_visits,clickstream_visits,original,26w,26,PatchTST-FM-r2,100,199,0.7138366520184373,0.5911182852807086,9.0,1.2664665078688935,0.3600113349773619,7.0,0.7895398785015938 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-gamma + past & calendar covariates,100,199,0.7159313066528037,0.5928528398909557,10.0,1.2799218253036784,0.3638362026403783,9.0,0.8377529610455648 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-alpha,100,199,0.7180124991087323,0.5945762466569282,11.0,1.263628556124364,0.35920460634316487,6.0,0.8338487082074788 weekly,clickstream_visits,clickstream_visits,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,199,0.732892026234726,0.6068977778302505,12.0,1.4092332121504607,0.40059482572060545,16.0,0.7962075033237735 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-beta,100,199,0.7389250212625758,0.6118936177971194,13.0,1.3461249056530444,0.38265538118801673,13.0,0.8268963259313145 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-gamma,100,199,0.740325463701532,0.6130533048639145,14.0,1.388577645221971,0.39472318349521973,14.0,0.8275170858064986 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-beta + past & calendar covariates,100,199,0.7483418365040883,0.6196915526084357,15.0,1.4040424345844331,0.3991192724789641,15.0,0.8192170264773523 weekly,clickstream_visits,clickstream_visits,original,26w,26,Chronos-2 + past & calendar covariates,100,199,0.7596146183331882,0.6290263877507885,16.0,1.2951084259077614,0.3681532124651734,10.0,0.7993008739952808 weekly,clickstream_visits,clickstream_visits,original,26w,26,t0-alpha + past & calendar covariates,100,199,0.7889116086589361,0.6532868213335603,17.0,1.6218620124150132,0.46103762287493877,19.0,0.7869466387710032 weekly,clickstream_visits,clickstream_visits,original,26w,26,AutoTheta,100,199,0.9192948478734141,0.7612553832950104,18.0,1.519184358897541,0.4318500218720745,18.0,0.812698464960864 weekly,clickstream_visits,clickstream_visits,original,26w,26,Toto-2.0-22M,100,199,0.9785154646511314,0.8102951591932169,19.0,1.340243387172099,0.3809834748984598,12.0,0.8090240045389278 weekly,clickstream_visits,clickstream_visits,original,26w,26,AutoETS,100,199,0.9937612157752264,0.8229199554078819,20.0,173.38354275101787,49.28676779138344,21.0,0.9434453143497219 weekly,clickstream_visits,clickstream_visits,original,26w,26,Seasonal Naive,100,199,1.2076037398833848,1.0,21.0,3.5178517586079088,1.0,20.0,0.6279388491830498 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5134,0.5327218314086825,0.43017350696996537,1.0,0.35123970678696387,0.1361841300727425,2.0,0.7832099727308142 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,TimesFM-3.0,100,5134,0.532979322737511,0.4303814315215905,2.0,0.36153538921005524,0.14017601517912753,6.0,0.7713283989092325 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Timestral-209M + past & calendar covariates,100,5134,0.5338241760546336,0.4310636515712941,3.0,0.3500618550655124,0.13572744847057433,1.0,0.7989871445266848 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Timestral-209M,100,5134,0.5344011600154327,0.4315295667999342,4.0,0.36002318831338853,0.13958969831452347,4.0,0.7945072068562524 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-gamma + past & calendar covariates,100,5134,0.5362176047342635,0.4329963480520753,5.0,0.354902470308518,0.1376042720846124,3.0,0.8030775223996883 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,TimesFM-2.5,100,5134,0.5369042295968464,0.4335507984381783,6.0,0.3835743349872694,0.14872104753280346,14.0,0.7948967666536814 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Chronos-2 + past & calendar covariates,100,5134,0.5387401953686404,0.4350333429636035,7.0,0.3850088728947481,0.1492772525779946,15.0,0.7795091546552396 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,PatchTST-FM-r2,100,5134,0.5388027287931307,0.43508383877760975,8.0,0.3932238163029199,0.1524623848395849,18.0,0.7600311647837943 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Chronos-2,100,5134,0.5424367704548453,0.4380183317041732,9.0,0.39294757796645413,0.15235528055491146,17.0,0.7635372029606544 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-beta + past & calendar covariates,100,5134,0.5434668101210959,0.43885008994914226,10.0,0.360446180530343,0.1397537026283308,5.0,0.792559407869108 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,TiRex-2,100,5134,0.5436186705751727,0.4389727174448608,11.0,0.3697465402967203,0.1433596770659414,9.0,0.7713283989092325 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-gamma,100,5134,0.5437515269417614,0.43907999911752604,12.0,0.36395834580869973,0.14111545405865758,7.0,0.7917802882742501 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,TiRex-2 + past & calendar covariates,100,5134,0.5451839099091128,0.44023665005251816,13.0,0.3669010972615439,0.1422564299759076,8.0,0.7615894039735099 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-beta,100,5134,0.5469541978100388,0.4416661596197798,14.0,0.3800937550270021,0.14737154249428253,11.0,0.7888585897935333 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Toto-2.0-22M,100,5134,0.5491590358062132,0.4434465689013122,15.0,0.3801025613219873,0.14737495690785407,12.0,0.7717179587066615 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5134,0.5519477147532807,0.4456984304390705,16.0,0.37574977504431045,0.14568727638323295,10.0,0.7652902220490846 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-alpha,100,5134,0.5525475689699427,0.44618281342628513,17.0,0.3859056562941503,0.14962495719325136,16.0,0.7787300350603817 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,t0-alpha + past & calendar covariates,100,5134,0.5596257456650465,0.45189844945312935,18.0,0.4017733324196236,0.1557772390328848,19.0,0.7894429294896766 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,AutoTheta,100,5134,0.6035848303215865,0.4873954621433909,19.0,0.3812293136837341,0.14781182605227847,13.0,0.7929489676665368 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,AutoETS,100,5134,0.6457287864631107,0.5214267564176439,20.0,0.8312516756331556,0.3222963808766405,20.0,0.8977405531749123 weekly,clickstream_visits__company,clickstream_visits,company,1w,1,Seasonal Naive,100,5134,1.2383882846738792,1.0,21.0,2.579152993813228,1.0,21.0,0.6530970003895598 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1297,0.595557119239982,0.47897069250631935,1.0,0.5860600327334106,0.22604464234374114,1.0,0.7968388589051658 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,TimesFM-3.0,100,1297,0.5965589313734992,0.47977638961890584,2.0,0.6075147769832895,0.23431978434228515,4.0,0.7822539193009509 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,TimesFM-2.5,100,1297,0.6002693949315407,0.4827604918023918,3.0,0.6415399443478884,0.24744336615649717,14.0,0.7882292469802108 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Timestral-209M + past & calendar covariates,100,1297,0.601253384913001,0.4835518556323477,4.0,0.6107515567048877,0.2355682173929091,6.0,0.8032639424312515 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-gamma + past & calendar covariates,100,1297,0.6017726534576691,0.48396947202278534,5.0,0.6029712314619389,0.23256732885140988,3.0,0.8063479825237727 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Timestral-209M,100,1297,0.6023000487300247,0.4843936242504459,6.0,0.6122358392327478,0.2361407084252396,7.0,0.7943330763299923 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Chronos-2 + past & calendar covariates,100,1297,0.6025645630727489,0.4846063571921226,7.0,0.6630569063066868,0.25574250566207907,19.0,0.7739655615523002 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,PatchTST-FM-r2,100,1297,0.6032499239204248,0.4851575516102952,8.0,0.6230951051049404,0.24032915113263023,11.0,0.7738370598817784 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,TiRex-2,100,1297,0.6075408717685834,0.48860850231837144,9.0,0.637734946708405,0.24597577020643,13.0,0.7783346183500386 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Chronos-2,100,1297,0.6081789501821527,0.48912167032484355,10.0,0.6495550201620736,0.2505347985091272,16.0,0.7793626317142123 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-gamma,100,1297,0.6092730236198753,0.490001567643152,11.0,0.6212250447091655,0.23960786472899584,10.0,0.7979311231046005 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,TiRex-2 + past & calendar covariates,100,1297,0.6105793718642032,0.49105218479308815,12.0,0.6354055136927299,0.24507730277394513,12.0,0.7701105114366487 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-beta + past & calendar covariates,100,1297,0.6118593734611721,0.492081612922655,13.0,0.5999446145762269,0.23139995606836686,2.0,0.7902210228732974 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-beta,100,1297,0.6119026135320786,0.4921163883052959,14.0,0.6531524227843939,0.25192232460493713,17.0,0.7990233873040349 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Toto-2.0-22M,100,1297,0.6213725959610207,0.4997325243491425,15.0,0.6548880828049513,0.2525917724885393,18.0,0.7764713441274737 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-alpha,100,1297,0.6216872254195883,0.4999855618576947,16.0,0.6150022716381703,0.2372077274825455,8.0,0.7927910562837317 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1297,0.6262535884659264,0.5036580124084176,17.0,0.64892635789776,0.25029232209245533,15.0,0.7648419429452583 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,t0-alpha + past & calendar covariates,100,1297,0.6320238254134763,0.5082986661717721,18.0,0.6165180157178238,0.23779235330453152,9.0,0.7771138524800822 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,AutoTheta,100,1297,0.6812749355801531,0.547908365361234,19.0,0.6105362317526328,0.23548516608570236,5.0,0.7905422770496016 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,AutoETS,100,1297,0.7388172445369301,0.5941861759675651,20.0,1.353690884922897,0.5221215487075721,20.0,0.9123618607041891 weekly,clickstream_visits__company,clickstream_visits,company,4w,4,Seasonal Naive,100,1297,1.2434103559105016,1.0,21.0,2.592673848213584,1.0,21.0,0.6487406836288871 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.7004275170889103,0.5575149293878651,1.0,0.9287443943023944,0.3539084286291807,8.0,0.80192162004662 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,TimesFM-3.0,100,400,0.7004338336886322,0.5575199571724139,2.0,0.9420878505959566,0.3589931017408648,12.0,0.7903799533799534 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Timestral-209M + past & calendar covariates,100,400,0.7008334146358774,0.5578380091309006,3.0,0.904746595938423,0.34476379942694213,5.0,0.8200946969696971 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Chronos-2 + past & calendar covariates,100,400,0.703775837785613,0.5601800713636524,4.0,1.0702287811316618,0.407822635084144,18.0,0.7754560023310023 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Timestral-209M,100,400,0.7092531352193293,0.5645398016961874,5.0,0.920184671032528,0.3506466504364687,7.0,0.8083828671328672 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-gamma + past & calendar covariates,100,400,0.7094134524212177,0.5646674083811188,6.0,0.8748193264536538,0.3333596790021052,2.0,0.8141229603729605 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,TimesFM-2.5,100,400,0.7110195363602844,0.5659457930134092,7.0,0.9728221894303225,0.3707047649590287,13.0,0.7900812937062938 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,PatchTST-FM-r2,100,400,0.7145891439735683,0.5687870713582885,8.0,1.0263472846874524,0.39110110056103964,14.0,0.7706267482517483 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Chronos-2,100,400,0.7185555542152514,0.5719441902205028,9.0,1.061810830331816,0.40461488087520586,17.0,0.7810693473193473 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-gamma,100,400,0.7195826503466816,0.572761721532763,10.0,0.9075586982322654,0.345835382426596,6.0,0.8071809440559441 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-beta + past & calendar covariates,100,400,0.7261373435696039,0.5779790198829544,11.0,0.861797272067737,0.32839747967846333,1.0,0.7987263986013986 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,TiRex-2 + past & calendar covariates,100,400,0.7286743004066973,0.5799983456195712,12.0,0.9393304408085553,0.3579423599318885,9.0,0.7830629370629371 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-beta,100,400,0.7288401228721504,0.5801303342948623,13.0,1.07909729503259,0.41120208139704595,19.0,0.8097258158508158 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,TiRex-2,100,400,0.7302984578942548,0.5812911161417142,14.0,0.9418426811656182,0.35889967719007204,11.0,0.7798097319347319 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-alpha,100,400,0.7341760377914422,0.5843775292677448,15.0,0.8887696589851515,0.3386756090850914,3.0,0.8085300116550117 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Toto-2.0-22M,100,400,0.7475328345417234,0.5950090556075871,16.0,1.0294848202480418,0.3922966935431652,15.0,0.7838677156177156 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,t0-alpha + past & calendar covariates,100,400,0.7493728582306817,0.5964736478059135,17.0,0.941375002390917,0.3587214629674365,10.0,0.7813228438228438 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.7653932784635091,0.6092253219434317,18.0,1.0586101768173974,0.4033952360915352,16.0,0.7486660839160839 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,AutoTheta,100,400,0.7998755093307195,0.6366719285344582,19.0,0.8983570885857373,0.34232900625803997,4.0,0.7935096153846153 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,AutoETS,100,400,0.8601978975521274,0.6846863642744188,20.0,2.3569288367114996,0.8981340680046989,20.0,0.9050874125874125 weekly,clickstream_visits__company,clickstream_visits,company,13w,13,Seasonal Naive,100,400,1.2563385842563157,1.0,21.0,2.6242505664523668,1.0,21.0,0.6383208041958042 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Timestral-209M + past & calendar covariates,100,200,0.7462768725907344,0.5824089742926007,1.0,1.1876551134377769,0.4419701561197148,11.0,0.8461732872413179 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Timestral-209M,100,200,0.7481919058905249,0.5839035034959449,2.0,1.1579654634942806,0.4309215452290632,8.0,0.8387372225813402 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,TimesFM-3.0,100,200,0.7551487947483679,0.5893327947587146,3.0,1.2376594766458158,0.4605786191016592,13.0,0.8125328827183047 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,TimesFM-2.5,100,200,0.7593251519620542,0.5925921050903593,4.0,1.2384337457363939,0.4608667531120883,14.0,0.8101090731944951 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.7617414521062749,0.5944778326805675,5.0,1.2715471078235578,0.4731894532341379,15.0,0.8233679082000694 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Chronos-2 + past & calendar covariates,100,200,0.7629688284869034,0.5954357010604776,6.0,1.4593335651443167,0.5430717018096393,19.0,0.8090764525542659 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-gamma + past & calendar covariates,100,200,0.7671829970257126,0.5987245200850623,7.0,1.1347540500941447,0.42228372446094264,6.0,0.840356536962611 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,TiRex-2 + past & calendar covariates,100,200,0.7682466385403259,0.5995546065935594,8.0,1.1631998307689297,0.43286944584043524,10.0,0.8229533716496633 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-gamma,100,200,0.7741176645785041,0.6041364694095276,9.0,1.1343549192291666,0.422135193183882,5.0,0.8373973953795566 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,TiRex-2,100,200,0.77467047254487,0.6045678914895851,10.0,1.196039643202184,0.4450903480736221,12.0,0.8051025315477363 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,PatchTST-FM-r2,100,200,0.7819997393362144,0.6102877937283413,11.0,1.0697914680732696,0.39810875801416185,4.0,0.7856047014792539 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-alpha,100,200,0.7821198817554833,0.6103815552071509,12.0,1.0669756917825561,0.39706090407683275,3.0,0.8363118085026653 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Chronos-2,100,200,0.7824822833640975,0.6106643804653185,13.0,1.397442501225874,0.5200397602359018,17.0,0.7977372225813403 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-beta,100,200,0.7833047225524838,0.6113062279909738,14.0,1.414958865004786,0.5265582435450894,18.0,0.8410155113215855 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-beta + past & calendar covariates,100,200,0.7857029537099371,0.6131778541927614,15.0,1.0523237282077098,0.3916083694517844,2.0,0.8338325960484528 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Toto-2.0-22M,100,200,0.7867418950287624,0.6139886641884491,16.0,1.1600254082922186,0.4316881264643405,9.0,0.8199926032620407 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.8233029992331545,0.6425216604271823,17.0,1.1363175696327743,0.4228655675960125,7.0,0.7867319264495096 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,t0-alpha + past & calendar covariates,100,200,0.8243577131162784,0.6433447796385681,18.0,1.29270171053213,0.4810618590832523,16.0,0.8091049483338486 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,AutoTheta,100,200,0.8652096332457938,0.6752264120117079,19.0,1.0097613239461924,0.37576933314953487,1.0,0.8081136025313136 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,AutoETS,100,200,0.9584590339965408,0.7480000565387117,20.0,5.114547085745128,1.9033111114431593,21.0,0.9354791838809102 weekly,clickstream_visits__company,clickstream_visits,company,26w,26,Seasonal Naive,100,200,1.2813622480614573,1.0,21.0,2.687183957995755,1.0,20.0,0.6266908951875064 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,TimesFM-3.0,100,4972,0.5924794072011816,0.4991207733098473,1.0,0.522558131611198,0.31203803198849756,3.0,0.7723250201126307 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,4972,0.5949813562998411,0.5012284833057168,2.0,0.5214465980266842,0.3113742957815202,2.0,0.7892196299275945 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,TimesFM-2.5,100,4972,0.5972276448043463,0.50312081786084,3.0,0.5446504710526072,0.3252301530259486,15.0,0.7785599356395817 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Timestral-209M + past & calendar covariates,100,4972,0.5975197087524664,0.5033668604774606,4.0,0.5249699552015071,0.3134782175699621,4.0,0.7902252614641995 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Timestral-209M,100,4972,0.5978332588598192,0.5036310036192325,5.0,0.5275535249884766,0.3150209589092754,6.0,0.7934432823813354 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,PatchTST-FM-r2,100,4972,0.5986819617324696,0.5043459740113828,6.0,0.5449372465390548,0.3254013968608455,16.0,0.7530168946098149 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-gamma + past & calendar covariates,100,4972,0.5990147509251393,0.5046263246820991,7.0,0.5204582419158573,0.3107841132217821,1.0,0.8133547868061143 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Chronos-2,100,4972,0.6032045409256093,0.5081559177778645,8.0,0.5443701552965509,0.32506276652564575,14.0,0.7689058728881738 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,TiRex-2,100,4972,0.6033007971283021,0.5082370066220335,9.0,0.5382367908929532,0.32140031666180763,8.0,0.7648833467417538 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,TiRex-2 + past & calendar covariates,100,4972,0.6056970614273717,0.5102556848671667,10.0,0.5400509393348426,0.32248360917090474,10.0,0.7578439259855189 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-gamma,100,4972,0.6063322084339821,0.5107907499871551,11.0,0.5344183212191033,0.3191201727119621,7.0,0.7918342719227675 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-beta,100,4972,0.6069339693167878,0.5112976897280526,12.0,0.5436074926039255,0.3246073535270113,13.0,0.7855993563958166 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-beta + past & calendar covariates,100,4972,0.6080026182243112,0.5121979486444586,13.0,0.527114536035735,0.3147588230040205,5.0,0.7898230088495575 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Chronos-2 + past & calendar covariates,100,4972,0.6089552020383597,0.5130004311681235,14.0,0.5554438341693455,0.33167525373675355,17.0,0.7685036202735318 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Toto-2.0-22M,100,4972,0.6097662787378554,0.5136837042482433,15.0,0.5432424291552613,0.3243893611675376,12.0,0.7759452936444087 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,4972,0.6114082771010199,0.5150669683462609,16.0,0.5408389199449926,0.32295414039788645,11.0,0.7681013676588898 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-alpha,100,4972,0.6146624243097262,0.5178083504964798,17.0,0.5392143068857698,0.3219840262018263,9.0,0.7805711987127917 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,t0-alpha + past & calendar covariates,100,4972,0.6263145008259279,0.5276243767933352,18.0,0.5658026193156424,0.3378608524966005,18.0,0.7757441673370877 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,AutoTheta,100,4972,0.690509195666097,0.5817037343905438,19.0,0.5760278452999514,0.34396669833416066,19.0,0.7992759452936444 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,AutoETS,100,4972,0.7403922897885648,0.6237266101409574,20.0,0.6865396183608095,0.40995720559341203,20.0,0.8889782783588094 weekly,clickstream_visits__product,clickstream_visits,product,1w,1,Seasonal Naive,100,4972,1.187046179769758,1.0,21.0,1.6746616695443737,1.0,21.0,0.6546661303298471 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,TimesFM-3.0,100,1272,0.6408649063810165,0.5378514907001606,1.0,0.6576703723016506,0.39165264571761343,6.0,0.7894392033542976 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1272,0.6409591043319232,0.5379305471562273,2.0,0.6571918730746862,0.39136769219665946,5.0,0.8002489517819706 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,TimesFM-2.5,100,1272,0.6448355933938287,0.5411839245839332,3.0,0.6848839355734581,0.4078587339096454,16.0,0.7814465408805031 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Timestral-209M + past & calendar covariates,100,1272,0.6467079704791853,0.542755333466655,4.0,0.6509536519643719,0.3876527372506498,1.0,0.8009040880503144 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-gamma + past & calendar covariates,100,1272,0.6483466308130574,0.5441305935168603,5.0,0.6555855737988711,0.3904111167027908,2.0,0.8203616352201258 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Timestral-209M,100,1272,0.649251665616009,0.5448901519090523,6.0,0.656120637332103,0.3907297551229524,4.0,0.7932389937106918 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,PatchTST-FM-r2,100,1272,0.6499486682731414,0.5454751174991914,7.0,0.6791004444746936,0.4044145775575992,13.0,0.7567479035639413 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Chronos-2,100,1272,0.6561716818982388,0.5506978362369157,8.0,0.6720616219933631,0.4002228523960994,11.0,0.7760089098532496 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-beta,100,1272,0.6578086867865086,0.552071706939887,9.0,0.6789862756311086,0.40434658828587305,12.0,0.7986766247379454 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-gamma,100,1272,0.659571716083623,0.5535513447327501,10.0,0.6810535074640373,0.4055776560833241,15.0,0.8033280922431866 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,TiRex-2,100,1272,0.6601678305123753,0.5540516389928039,11.0,0.663506004690892,0.39512785299612146,8.0,0.778498427672956 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Chronos-2 + past & calendar covariates,100,1272,0.6627383584736058,0.5562089771183094,12.0,0.6674565366925543,0.3974804545053369,10.0,0.7585822851153039 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,TiRex-2 + past & calendar covariates,100,1272,0.6631839738153958,0.5565829637003086,13.0,0.6628181311986912,0.39471821393606066,7.0,0.7758123689727464 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-beta + past & calendar covariates,100,1272,0.6667082612291939,0.5595407528073315,14.0,0.6557909610001347,0.39053342788504747,3.0,0.7911425576519916 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Toto-2.0-22M,100,1272,0.6717304631160032,0.5637556797670106,15.0,0.6808091141401756,0.4054321161655821,14.0,0.7810534591194969 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-alpha,100,1272,0.6722142374198126,0.5641616915923977,16.0,0.7042248645711143,0.41937654941661223,17.0,0.7917321802935011 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1272,0.6766981723408763,0.5679248732824601,17.0,0.6658605702895717,0.39653003239339496,9.0,0.7669680293501049 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,t0-alpha + past & calendar covariates,100,1272,0.6970946175458332,0.5850427687222646,18.0,0.7068064283829081,0.4209139096802948,19.0,0.7650026205450734 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,AutoTheta,100,1272,0.7432579277117893,0.6237857314608914,19.0,0.7047264057066018,0.4196752247423114,18.0,0.7969732704402516 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,AutoETS,100,1272,0.8070659107926341,0.6773371406219963,20.0,0.8805178293614419,0.5243616741682332,20.0,0.89937106918239 weekly,clickstream_visits__product,clickstream_visits,product,4w,4,Seasonal Naive,100,1272,1.1915276195418847,1.0,21.0,1.679218510311914,1.0,21.0,0.6516640461215932 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,396,0.7199291704449403,0.5979458167438083,1.0,1.312417420304628,0.775528484597396,12.0,0.8026187967475846 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,TimesFM-3.0,100,396,0.7200230238131028,0.5980237677856385,2.0,1.2454782747733395,0.7359730708311911,3.0,0.788247814194784 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,TimesFM-2.5,100,396,0.728566976823896,0.6051200505464857,3.0,1.302472617347607,0.7696519411687909,10.0,0.7807747737671981 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Timestral-209M + past & calendar covariates,100,396,0.7320246533554962,0.6079918653063262,4.0,1.2584102969139634,0.7436148099443235,4.0,0.8075332285559559 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-gamma + past & calendar covariates,100,396,0.7410320041180031,0.6154730286339026,5.0,1.2729168369522725,0.7521869569141877,6.0,0.8112482144679115 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Chronos-2,100,396,0.7423694526900233,0.6165838626042156,6.0,1.2732315709633326,0.7523729382848038,7.0,0.7756024699206517 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Chronos-2 + past & calendar covariates,100,396,0.7432562954640645,0.6173204405185674,7.0,1.2848982476492665,0.7592669644921288,8.0,0.762215688352052 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,PatchTST-FM-r2,100,396,0.7437628062267632,0.6177411291142305,8.0,1.390217611329464,0.8215018641894424,16.0,0.7627393790272579 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Timestral-209M,100,396,0.7452007640057224,0.6189354422131865,9.0,1.3122917147840552,0.7754542031909112,11.0,0.7954283511101694 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,TiRex-2,100,396,0.7455341209286754,0.6192123158081808,10.0,1.3228108111672845,0.7816701058078745,14.0,0.7757258874683117 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,TiRex-2 + past & calendar covariates,100,396,0.7489666310250722,0.6220632282830884,11.0,1.320465523545419,0.7802842377698626,13.0,0.783988290048896 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-gamma,100,396,0.7575442609441512,0.6291874818044729,12.0,1.375494983298979,0.8128020273622819,15.0,0.8001777193065072 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-beta,100,396,0.7602922001921785,0.6314698157415858,13.0,1.4389049721269567,0.8502720058792426,18.0,0.7989069502327079 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-beta + past & calendar covariates,100,396,0.7637998269101522,0.6343831172284737,14.0,1.2135819528115195,0.7171250230587536,1.0,0.7965153182956214 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-alpha,100,396,0.7726812222618306,0.6417596667772326,15.0,1.2971982174214038,0.7665352137323479,9.0,0.7972369871991084 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Toto-2.0-22M,100,396,0.7803541738912485,0.6481325288826151,16.0,1.3918963475650399,0.8224938563320892,17.0,0.76988283181465 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,396,0.7851655121356442,0.6521286436315117,17.0,1.2231110430979104,0.7227559152086621,2.0,0.7584643050552141 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,t0-alpha + past & calendar covariates,100,396,0.7920101561559596,0.6578135449066173,18.0,1.2624224187237874,0.7459856370143197,5.0,0.7713518243821275 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,AutoTheta,100,396,0.8851145550101629,0.7351425212848228,19.0,1.459307136785337,0.8623279719120217,19.0,0.7863222846177392 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,AutoETS,100,396,0.9570426794109775,0.7948832886510268,20.0,1.4978834578118059,0.8851233381759471,20.0,0.9129886177234662 weekly,clickstream_visits__product,clickstream_visits,product,13w,13,Seasonal Naive,100,396,1.2040040255911617,1.0,21.0,1.6922878351604969,1.0,21.0,0.6451625324731386 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.7463905541523453,0.6118778077577829,1.0,1.3855290014316843,0.8129903620270758,6.0,0.8331548443076643 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,TimesFM-3.0,100,200,0.7501624627629461,0.6149699518891326,2.0,1.3292026826279189,0.779939625255339,3.0,0.8006063338215007 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,TimesFM-2.5,100,200,0.7647298168392703,0.6269120117497045,3.0,1.4852064981422561,0.8714783792774863,14.0,0.7954575034958162 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Timestral-209M + past & calendar covariates,100,200,0.764807533500012,0.6269757224970288,4.0,1.3859879502011947,0.8132596605591819,7.0,0.8210374905971521 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,TiRex-2 + past & calendar covariates,100,200,0.7707275261517901,0.6318288280267819,5.0,1.3669446250177315,0.8020855604002496,5.0,0.8120139329359413 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,TiRex-2,100,200,0.7722886632888166,0.6331086207086412,6.0,1.4032968137452664,0.8234160262681864,8.0,0.7968757983386768 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Timestral-209M,100,200,0.7771306157786882,0.6370779679334793,7.0,1.4553419197023933,0.8539546649326247,11.0,0.8200598871354188 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-gamma + past & calendar covariates,100,200,0.7776085809370801,0.6374697953376102,8.0,1.4123449956392191,0.8287252508791837,9.0,0.8191677661187319 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-gamma,100,200,0.7859259351223038,0.644288215555936,9.0,1.5133321848935373,0.8879817597412344,16.0,0.8167695840365344 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,PatchTST-FM-r2,100,200,0.7869506270739004,0.6451282399392589,10.0,1.4290781526084464,0.8385438077828724,10.0,0.7695440626217682 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Chronos-2 + past & calendar covariates,100,200,0.7882148424607959,0.6461646214089384,11.0,1.479348521364497,0.868041079404026,13.0,0.785433951251632 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-beta,100,200,0.788307133392209,0.646240279886226,12.0,1.6591003723723825,0.9735145283718449,19.0,0.8176410750509417 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Chronos-2,100,200,0.7901044395216998,0.6477136797413882,13.0,1.5477115637862466,0.9081546349848191,18.0,0.7863364001151928 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-beta + past & calendar covariates,100,200,0.7953568869727421,0.6520195434930491,14.0,1.2280408248416723,0.720580625696334,2.0,0.8146202633365947 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-alpha,100,200,0.7966120645379763,0.6530485159159845,15.0,1.3400411122495868,0.7862993180606284,4.0,0.8161615288609029 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Toto-2.0-22M,100,200,0.8116145542141254,0.6653472922642142,16.0,1.5315475811980859,0.8986700539745557,17.0,0.7926695202835633 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.8330387153970285,0.6829104416164077,17.0,1.165514925034736,0.6838921450744319,1.0,0.7738700594618585 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,t0-alpha + past & calendar covariates,100,200,0.8338349607204016,0.6835631894843871,18.0,1.475585297118499,0.8658329227801073,12.0,0.7776175523949586 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,AutoTheta,100,200,0.9275008806071686,0.7603488580637796,19.0,1.4933086803198354,0.8762325172384766,15.0,0.8050936511059273 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,AutoETS,100,200,1.0135067760857404,0.8308549737788135,20.0,1.9610738131755334,1.150704249198645,21.0,0.9333478989228418 weekly,clickstream_visits__product,clickstream_visits,product,26w,26,Seasonal Naive,100,200,1.2198359618360444,1.0,21.0,1.7042379173807978,1.0,20.0,0.6325678167191089 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,TimesFM-3.0,100,5100,0.44112473405835373,0.3729438462772619,1.0,0.5229464872632312,0.13296071334276888,4.0,0.7764705882352941 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Timestral-209M,100,5100,0.44115627669494106,0.3729705136375398,2.0,0.5209495306610021,0.13245298113533693,3.0,0.8007843137254902 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Timestral-209M + past & calendar covariates,100,5100,0.441184823703982,0.3729946483788713,3.0,0.5127050060566255,0.13035678601926162,1.0,0.8045098039215687 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,TimesFM-2.5,100,5100,0.4414971610746053,0.37325871042604947,4.0,0.5288669004566157,0.13446599615974686,6.0,0.8070588235294117 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-gamma + past & calendar covariates,100,5100,0.4425820639824604,0.3741759291445976,5.0,0.5270295414556324,0.13399884212126006,5.0,0.8080392156862745 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,PatchTST-FM-r2,100,5100,0.4428669891216093,0.3744168158351209,6.0,0.5302131290436349,0.1348082788169825,7.0,0.7696078431372549 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,TiRex-2,100,5100,0.44346927718903156,0.3749260133728895,7.0,0.5388200418564523,0.1369966122222993,12.0,0.78 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,TimesFM-3.0 + past & calendar covariates,100,5100,0.4435444204255936,0.37498954236027443,8.0,0.5167668552858126,0.13138952337223603,2.0,0.7905882352941176 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,TiRex-2 + past & calendar covariates,100,5100,0.4448883912789178,0.37612578710155653,9.0,0.534882489559516,0.1359954777372682,11.0,0.7747058823529411 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Chronos-2,100,5100,0.444968581442838,0.3761935829557832,10.0,0.559650115350862,0.1422927209031191,17.0,0.7635294117647059 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Chronos-2 + past & calendar covariates,100,5100,0.4454786077951929,0.3766247788848802,11.0,0.5542645304741277,0.14092341979025366,16.0,0.7725490196078432 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-beta + past & calendar covariates,100,5100,0.4462198501392933,0.37725145372192487,12.0,0.5325998318018962,0.135415105153911,8.0,0.7964705882352942 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-gamma,100,5100,0.4465103832123881,0.37749708157587425,13.0,0.5331963042414619,0.13556676006122093,9.0,0.7962745098039216 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-alpha,100,5100,0.447905616805789,0.37867666581272036,14.0,0.5343182088133109,0.13585200766457747,10.0,0.7947058823529412 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-beta,100,5100,0.44852854310629053,0.37920331170790517,15.0,0.5476650970067394,0.13924549403139794,15.0,0.7984313725490196 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Toto-2.0-22M,100,5100,0.44901336883575965,0.37961320205945925,16.0,0.5430033980004846,0.13806024307292095,14.0,0.7837254901960784 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Toto-2.0-22M + past & calendar covariates,100,5100,0.451776751949363,0.38194947261414675,17.0,0.5404711201393969,0.13741640382934106,13.0,0.782156862745098 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,t0-alpha + past & calendar covariates,100,5100,0.4569214758552366,0.38629902042534986,18.0,0.561033810674822,0.14264452959063054,18.0,0.7976470588235294 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,AutoTheta,100,5100,0.4942243529453926,0.41783630996071836,19.0,0.6536145227950627,0.16618345340998597,19.0,0.8203921568627451 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,AutoETS,100,5100,0.5297054015543786,0.44783335550483716,20.0,0.8328389637767096,0.2117518052428643,20.0,0.8896078431372549 weekly,clickstream_visits__service,clickstream_visits,service,1w,1,Seasonal Naive,100,5100,1.1828181064298975,1.0,21.0,3.933090264904719,1.0,21.0,0.673921568627451 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,TimesFM-3.0,100,1291,0.48716530336154107,0.4116986312564569,1.0,0.7753513569718363,0.19526899939160758,6.0,0.784856700232378 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,TimesFM-2.5,100,1291,0.4898780023875746,0.4139911066612579,2.0,0.79587835348812,0.20043863769069334,11.0,0.7970565453137103 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Timestral-209M + past & calendar covariates,100,1291,0.49039412944528726,0.4144272805877434,3.0,0.7589115830526753,0.19112871102485177,1.0,0.8015750064549444 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,PatchTST-FM-r2,100,1291,0.49077635788492296,0.41475029810220815,4.0,0.7882508440674749,0.19851768131520392,8.0,0.764265427317325 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,TimesFM-3.0 + past & calendar covariates,100,1291,0.4911310093637534,0.4150500105969201,5.0,0.7715461807771535,0.19431068166718077,5.0,0.795959204750839 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Timestral-209M,100,1291,0.49116183379430506,0.4150760600215811,6.0,0.7648881838263291,0.19263389295603767,4.0,0.7993157758843275 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-gamma + past & calendar covariates,100,1291,0.4925151590624461,0.41621974196422745,7.0,0.7646646919075366,0.19257760745016694,3.0,0.8055770720371804 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-gamma,100,1291,0.49274337871653523,0.4164126081609085,8.0,0.7644023773561645,0.1925115446265042,2.0,0.800284017557449 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Chronos-2,100,1291,0.4956912685705077,0.4189038410332024,9.0,0.7923562984045953,0.19955162283506966,10.0,0.7661373612186936 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,TiRex-2,100,1291,0.4966117628828952,0.41968174177012746,10.0,0.8116937439824364,0.20442167770093336,15.0,0.7826620191066357 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-beta,100,1291,0.4969575358354486,0.4199739511091536,11.0,0.8153663441799002,0.2053466067144389,16.0,0.8041569842499355 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-beta + past & calendar covariates,100,1291,0.4984920855267277,0.42127078403862384,12.0,0.7919770772964705,0.19945611758359127,9.0,0.7924089852827265 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Chronos-2 + past & calendar covariates,100,1291,0.49869520202900747,0.4214424358073298,13.0,0.8196290607013227,0.20642015405828976,17.0,0.758843273947844 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,TiRex-2 + past & calendar covariates,100,1291,0.4992007098044192,0.42186963548224604,14.0,0.8008577730213995,0.20169268369328494,13.0,0.7773689646269042 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-alpha,100,1291,0.5002868066101298,0.42278748526595944,15.0,0.786955409250317,0.19819143146957083,7.0,0.7992512264394526 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Toto-2.0-22M,100,1291,0.5052939354654855,0.4270189608699287,16.0,0.7995306323458163,0.20135844885969267,12.0,0.7843403046733798 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Toto-2.0-22M + past & calendar covariates,100,1291,0.507819682481533,0.42915344496030144,17.0,0.8098938054420735,0.20396837070071638,14.0,0.769429382907307 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,t0-alpha + past & calendar covariates,100,1291,0.5199829584706309,0.43943251048847565,18.0,0.8381329491583097,0.21108028104634508,18.0,0.7845339530080042 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,AutoTheta,100,1291,0.5514689309752515,0.4660409977811568,19.0,0.9042931269405613,0.22774244536571495,19.0,0.8109346759617868 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,AutoETS,100,1291,0.5909490782439123,0.4994052839488202,20.0,1.214565011703897,0.30588312304983933,20.0,0.9009811515620966 weekly,clickstream_visits__service,clickstream_visits,service,4w,4,Seasonal Naive,100,1291,1.1833056181769868,1.0,21.0,3.9706833106513066,1.0,21.0,0.670281435579654 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-gamma + past & calendar covariates,100,400,0.5728639845174015,0.4804617016057706,1.0,1.22787836267471,0.3015900403907437,6.0,0.8273607226107227 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,TimesFM-3.0,100,400,0.5736893047116127,0.4811538986291432,2.0,1.3336593140445376,0.3275718333483978,14.0,0.795787296037296 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Timestral-209M + past & calendar covariates,100,400,0.5738772696371025,0.4813115450345445,3.0,1.1630239306809877,0.28566057102384423,1.0,0.817693278943279 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,TimesFM-2.5,100,400,0.5753160449553948,0.48251824759630085,4.0,1.3672016390648023,0.3358104597996573,17.0,0.7976657925407926 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Timestral-209M,100,400,0.5764631346350274,0.48348031306780187,5.0,1.1812030427095725,0.2901257031555204,2.0,0.814778749028749 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Chronos-2 + past & calendar covariates,100,400,0.5769666208065638,0.4839025875155753,6.0,1.2539248408142813,0.307987545740572,9.0,0.7743721833721834 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Chronos-2,100,400,0.5773399575620767,0.4842157054941419,7.0,1.220699166430847,0.29982669464659095,4.0,0.7793986013986014 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.5782845642932672,0.48500794827721444,8.0,1.226205533273042,0.3011791619990788,5.0,0.8111844405594405 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-gamma,100,400,0.5796389401675515,0.48614386492542294,9.0,1.2071306746746446,0.2964940176476408,3.0,0.8148115773115774 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,PatchTST-FM-r2,100,400,0.5809169605832128,0.48721574216014363,10.0,1.2714142076745834,0.31228326347462937,10.0,0.767822261072261 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,TiRex-2,100,400,0.5837133117631226,0.489561045203271,11.0,1.2470802764291076,0.3063063918802784,8.0,0.7983503302253303 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,TiRex-2 + past & calendar covariates,100,400,0.5840813732424767,0.4898697388014817,12.0,1.2360415097081596,0.3035950629714583,7.0,0.8070789627039627 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-beta,100,400,0.59236727318203,0.49681913288434887,13.0,1.344127786708228,0.3301430873011056,15.0,0.8191278166278166 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-alpha,100,400,0.5950239514837592,0.4990472921192906,14.0,1.2938696327764494,0.3177987385976789,13.0,0.8166587995337996 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-beta + past & calendar covariates,100,400,0.5969980994532503,0.5007030123570401,15.0,1.2791132784579065,0.31417430019218795,11.0,0.8034123931623932 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Toto-2.0-22M,100,400,0.60808928142881,0.5100051998026095,16.0,1.2815996908889058,0.31478500989136343,12.0,0.7986622960372961 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,t0-alpha + past & calendar covariates,100,400,0.6106757635497678,0.5121744854176848,17.0,1.397052810848021,0.3431424695308174,18.0,0.7892259129759129 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.6216349436846577,0.5213659627633048,18.0,1.405317471441481,0.34517242575283913,19.0,0.7603399378399378 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,AutoTheta,100,400,0.6583164845407369,0.552130814479512,19.0,1.3658391425121248,0.33547580499764645,16.0,0.8228988927738928 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,AutoETS,100,400,0.7158441840724897,0.600379364141394,20.0,2.0394151421628406,0.5009187504196857,20.0,0.9179165695415695 weekly,clickstream_visits__service,clickstream_visits,service,13w,13,Seasonal Naive,100,400,1.192319767845823,1.0,21.0,4.071349176795945,1.0,21.0,0.6607191142191142 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Timestral-209M + past & calendar covariates,100,200,0.6173667331762239,0.5082971051178168,1.0,1.3041819587875922,0.3089051601084865,2.0,0.828864220012948 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,TimesFM-2.5,100,200,0.6179872386603796,0.5088079864535885,2.0,1.5643619383189293,0.37053071603081017,14.0,0.8107396825770362 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-gamma + past & calendar covariates,100,200,0.6183299505594815,0.5090901517482856,3.0,1.4262848918819162,0.3378261445179641,9.0,0.8414639613460081 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Timestral-209M,100,200,0.6192330525969768,0.5098337035573104,4.0,1.2965615695120865,0.30710021444628194,1.0,0.8354987828925237 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,TiRex-2,100,200,0.6236099319797657,0.5134373235779026,5.0,1.4013115139247707,0.33191101491176,7.0,0.8186231333166317 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Chronos-2 + past & calendar covariates,100,200,0.6250351655751979,0.514610762429957,6.0,1.5881976664719633,0.37617638485163957,15.0,0.8051681175265709 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-gamma,100,200,0.6252616113101088,0.5147972021996047,7.0,1.366309927594014,0.323620629849537,3.0,0.8348424448829315 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,TiRex-2 + past & calendar covariates,100,200,0.625341543452621,0.5148630128020577,8.0,1.368930956074877,0.32424143986540516,4.0,0.8331586152260267 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,TimesFM-3.0,100,200,0.6274509039697354,0.5165997144849989,9.0,1.6755466258570433,0.3968656330829536,17.0,0.801499212365012 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Chronos-2,100,200,0.6314667863985055,0.5199061145602597,10.0,1.6260708842814828,0.3851469371065942,16.0,0.7925109201842713 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-alpha,100,200,0.6349705131997966,0.5227908410842456,11.0,1.4836701447962952,0.35141826685943667,12.0,0.8411526559297928 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.6393355213140759,0.5263846871227081,12.0,1.375429488281557,0.3257806653686016,5.0,0.8188049096560102 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,PatchTST-FM-r2,100,200,0.6419553483469046,0.5285416716590228,13.0,1.4542415526798906,0.34444788676927174,10.0,0.7762807205884706 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-beta,100,200,0.6435391076454181,0.5298456296201137,14.0,1.5420140108426061,0.3652374438239288,13.0,0.8369234149952888 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-beta + past & calendar covariates,100,200,0.6511712100205627,0.5361293753012103,15.0,1.4591380637993374,0.34560766170798646,11.0,0.8284852967454764 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Toto-2.0-22M,100,200,0.6572766657788789,0.5411561856565574,16.0,1.4078202037647332,0.33345264632566113,8.0,0.8129855467893259 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,t0-alpha + past & calendar covariates,100,200,0.6698434801336784,0.5515028321696184,17.0,1.890394062936851,0.44775384043994937,19.0,0.81178421117739 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.700030555529744,0.5763567839801601,18.0,1.7610962759907658,0.4171287015863315,18.0,0.7694467268070916 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,AutoTheta,100,200,0.7519772831445095,0.6191261297320506,19.0,1.391617610205998,0.32961494199022723,6.0,0.8322430761480634 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,AutoETS,100,200,0.8157114493321871,0.6716004378367717,20.0,8.06778709725261,1.910915151222309,21.0,0.9539416905771125 weekly,clickstream_visits__service,clickstream_visits,service,26w,26,Seasonal Naive,100,200,1.2145784954512502,1.0,21.0,4.221949411041136,1.0,20.0,0.640614433482343 weekly,foottraffic,foottraffic,original,1w,1,t0-gamma + past & calendar covariates,100,5155,0.2513203657813242,0.446084103155724,1.0,0.21399698388506022,0.4724366815005271,1.0,0.8036857419980601 weekly,foottraffic,foottraffic,original,1w,1,PatchTST-FM-r2,100,5155,0.2591902358338759,0.4600528235713199,2.0,0.21888932942668474,0.48323741079342414,2.0,0.7798254122211445 weekly,foottraffic,foottraffic,original,1w,1,t0-gamma,100,5155,0.26458302375247994,0.4696248172881867,3.0,0.21906488725572723,0.4836249861538732,3.0,0.7972841901066925 weekly,foottraffic,foottraffic,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5155,0.26522368795141354,0.4707619719064238,4.0,0.22250530453830325,0.4912203236883045,6.0,0.7980601357904946 weekly,foottraffic,foottraffic,original,1w,1,Timestral-209M,100,5155,0.26557749457319935,0.47138996522116855,5.0,0.2213162242990599,0.48859521602525574,5.0,0.7980601357904946 weekly,foottraffic,foottraffic,original,1w,1,TimesFM-3.0,100,5155,0.2664862439346174,0.47300296081991855,6.0,0.2262510857408442,0.4994898067848793,8.0,0.8143549951503395 weekly,foottraffic,foottraffic,original,1w,1,Timestral-209M + past & calendar covariates,100,5155,0.26774680368983944,0.4752404065045699,7.0,0.2296014731879779,0.506886387327879,9.0,0.8428709990300679 weekly,foottraffic,foottraffic,original,1w,1,t0-beta + past & calendar covariates,100,5155,0.26901424821281295,0.47749007239047037,8.0,0.22102737575087258,0.4879575311051956,4.0,0.8281280310378274 weekly,foottraffic,foottraffic,original,1w,1,Chronos-2 + past & calendar covariates,100,5155,0.2714284357778264,0.48177516361831685,9.0,0.22510088048620627,0.49695052261516653,7.0,0.7858389912706111 weekly,foottraffic,foottraffic,original,1w,1,TimesFM-2.5,100,5155,0.2790879111220203,0.49537044141817127,10.0,0.2324021303198134,0.5130693397104968,11.0,0.8226964112512124 weekly,foottraffic,foottraffic,original,1w,1,t0-beta,100,5155,0.2808611248602724,0.49851782845014725,11.0,0.23065006262520477,0.5092013363752266,10.0,0.82909796314258 weekly,foottraffic,foottraffic,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5155,0.289741792961708,0.5142806770085465,12.0,0.2397362228351531,0.5292606629098273,13.0,0.7821532492725509 weekly,foottraffic,foottraffic,original,1w,1,Chronos-2,100,5155,0.2897612579534013,0.5143152266294475,13.0,0.2400265195949557,0.529901545016489,15.0,0.8077594568380213 weekly,foottraffic,foottraffic,original,1w,1,Toto-2.0-22M,100,5155,0.2908200505992884,0.5161945433589138,14.0,0.23974227381770474,0.5292740215379006,14.0,0.791658583899127 weekly,foottraffic,foottraffic,original,1w,1,t0-alpha + past & calendar covariates,100,5155,0.2967552093434961,0.5267292246899143,15.0,0.23649060469684333,0.5220953793864644,12.0,0.7937924345295829 weekly,foottraffic,foottraffic,original,1w,1,t0-alpha,100,5155,0.3130699770541476,0.5556873176792122,16.0,0.25297439930319654,0.5584863092069733,16.0,0.8337536372453929 weekly,foottraffic,foottraffic,original,1w,1,TiRex-2,100,5155,0.3137782769226491,0.5569445230418716,17.0,0.25896089629223856,0.5717025738475767,17.0,0.7891367604267702 weekly,foottraffic,foottraffic,original,1w,1,TiRex-2 + past & calendar covariates,100,5155,0.31567631079843533,0.5603134610768258,18.0,0.261916280943982,0.5782271149512831,18.0,0.7910766246362755 weekly,foottraffic,foottraffic,original,1w,1,AutoTheta,100,5155,0.3719155358604639,0.6601359493816402,19.0,0.34384438236845993,0.7590980770364695,20.0,0.8717749757516974 weekly,foottraffic,foottraffic,original,1w,1,AutoETS,100,5155,0.3751426503071318,0.6658639549463595,20.0,0.34211240160439693,0.7552744191991414,19.0,0.8876818622696411 weekly,foottraffic,foottraffic,original,1w,1,Seasonal Naive,100,5155,0.5633923379098549,1.0,21.0,0.4529643701784013,1.0,21.0,0.9193016488845781 weekly,foottraffic,foottraffic,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1291,0.2779668343655883,0.48804386284105933,1.0,0.23447082401078523,0.5161903249543914,1.0,0.8456622773044152 weekly,foottraffic,foottraffic,original,4w,4,t0-gamma + past & calendar covariates,100,1291,0.2837460700290924,0.49819083056806435,2.0,0.24042863757889252,0.5293065228212848,3.0,0.8222308288148722 weekly,foottraffic,foottraffic,original,4w,4,TimesFM-3.0,100,1291,0.2925778216137933,0.5136972925849721,3.0,0.24473370146183526,0.5387841724779577,6.0,0.8348179705654531 weekly,foottraffic,foottraffic,original,4w,4,PatchTST-FM-r2,100,1291,0.2948480017042694,0.5176831906264758,4.0,0.23991230709712502,0.5281698150867857,2.0,0.7867931835786213 weekly,foottraffic,foottraffic,original,4w,4,t0-beta + past & calendar covariates,100,1291,0.2976855508508828,0.5226652542229305,5.0,0.24515806740885823,0.539718419188684,7.0,0.8288148721920992 weekly,foottraffic,foottraffic,original,4w,4,Timestral-209M + past & calendar covariates,100,1291,0.2977403732327979,0.5227615093286919,6.0,0.24949252432823885,0.5492607779668192,9.0,0.860573199070488 weekly,foottraffic,foottraffic,original,4w,4,Timestral-209M,100,1291,0.29870738710293354,0.5244593564322106,7.0,0.2435828357917555,0.5362505279329545,5.0,0.814291247095275 weekly,foottraffic,foottraffic,original,4w,4,t0-gamma,100,1291,0.3015484823426839,0.5294476461275325,8.0,0.24727362599928063,0.5443758467422288,8.0,0.8104182804027885 weekly,foottraffic,foottraffic,original,4w,4,TimesFM-2.5,100,1291,0.30156505812631873,0.5294767492739321,9.0,0.24214663004265752,0.5330887037893496,4.0,0.8373353989155693 weekly,foottraffic,foottraffic,original,4w,4,t0-beta,100,1291,0.31137124457761317,0.546694087904824,10.0,0.2515194998032343,0.553723188731684,10.0,0.838884585592564 weekly,foottraffic,foottraffic,original,4w,4,Chronos-2 + past & calendar covariates,100,1291,0.31680266117082195,0.5562303678027427,11.0,0.2593528441461642,0.5709683900436846,12.0,0.7639426800929512 weekly,foottraffic,foottraffic,original,4w,4,Chronos-2,100,1291,0.3207111613565077,0.5630927675307198,12.0,0.25782152729262675,0.5675971776654687,11.0,0.8079008520526724 weekly,foottraffic,foottraffic,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1291,0.3217072713527498,0.5648417005337888,13.0,0.26406330923377314,0.5813385353038357,14.0,0.80286599535244 weekly,foottraffic,foottraffic,original,4w,4,Toto-2.0-22M,100,1291,0.3220277551916011,0.5654043941768923,14.0,0.26214171703459976,0.5771081270818067,13.0,0.807707203718048 weekly,foottraffic,foottraffic,original,4w,4,t0-alpha + past & calendar covariates,100,1291,0.33533057672882993,0.5887609950625055,15.0,0.27019765631923837,0.5948433738217558,15.0,0.8011231603408211 weekly,foottraffic,foottraffic,original,4w,4,t0-alpha,100,1291,0.33562105129627695,0.5892709995393974,16.0,0.27020405670246583,0.594857464342024,16.0,0.8685127807900852 weekly,foottraffic,foottraffic,original,4w,4,TiRex-2,100,1291,0.34740725726649835,0.6099647830372582,17.0,0.28931260156482247,0.6369251545270157,17.0,0.8160340821068939 weekly,foottraffic,foottraffic,original,4w,4,TiRex-2 + past & calendar covariates,100,1291,0.34744471795253634,0.6100305551210407,18.0,0.28938376852383546,0.6370818294389324,18.0,0.8162277304415182 weekly,foottraffic,foottraffic,original,4w,4,AutoTheta,100,1291,0.44546619151705524,0.7821330245001104,19.0,0.450247583401908,0.9912254429381362,19.0,0.9039504260263361 weekly,foottraffic,foottraffic,original,4w,4,AutoETS,100,1291,0.47529333547193725,0.8345024180879488,20.0,0.4662997233608799,1.0265644211525597,21.0,0.9161502711076684 weekly,foottraffic,foottraffic,original,4w,4,Seasonal Naive,100,1291,0.5695529757252852,1.0,21.0,0.45423327922990836,1.0,20.0,0.9175058094500387 weekly,foottraffic,foottraffic,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,397,0.3293073688768767,0.5760912160408705,1.0,0.2576402212157889,0.5633537856685208,1.0,0.8782476968874954 weekly,foottraffic,foottraffic,original,13w,13,t0-gamma + past & calendar covariates,100,397,0.3332885655298304,0.5830559324057675,2.0,0.26545076905673415,0.5804322591831677,3.0,0.8565464761938313 weekly,foottraffic,foottraffic,original,13w,13,TimesFM-3.0,100,397,0.33753557740409135,0.5904856666492723,3.0,0.261560245871725,0.5719252762510643,2.0,0.8734036744112311 weekly,foottraffic,foottraffic,original,13w,13,PatchTST-FM-r2,100,397,0.3416308694644874,0.59764998183348,4.0,0.2669274219136271,0.5836610950113753,4.0,0.8331014074087123 weekly,foottraffic,foottraffic,original,13w,13,Timestral-209M,100,397,0.3468190857177298,0.6067262616039789,5.0,0.26950771268181756,0.5893031355496349,6.0,0.8460833876451005 weekly,foottraffic,foottraffic,original,13w,13,Timestral-209M + past & calendar covariates,100,397,0.3482808467712156,0.6092834704078265,6.0,0.268505512104591,0.5871117328000351,5.0,0.8637156294587025 weekly,foottraffic,foottraffic,original,13w,13,TimesFM-2.5,100,397,0.35108340191145615,0.6141862680715083,7.0,0.2706358680940642,0.5917699500062925,7.0,0.855260608409223 weekly,foottraffic,foottraffic,original,13w,13,t0-gamma,100,397,0.353282265322376,0.6180329657649881,8.0,0.2772157645663333,0.6061574923297213,9.0,0.8510507125116696 weekly,foottraffic,foottraffic,original,13w,13,t0-beta + past & calendar covariates,100,397,0.35386698894184915,0.619055882871699,9.0,0.2741519639787483,0.5994582135781175,8.0,0.858484085184337 weekly,foottraffic,foottraffic,original,13w,13,Chronos-2,100,397,0.36678724899548315,0.6416586213140484,10.0,0.3045551651093016,0.6659375791543221,14.0,0.8369766253897236 weekly,foottraffic,foottraffic,original,13w,13,t0-beta,100,397,0.3716935945257318,0.650241795667169,11.0,0.2828767868599827,0.6185358326557459,10.0,0.8701449683817443 weekly,foottraffic,foottraffic,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,397,0.3754654502383353,0.656840290415754,12.0,0.3012110203502229,0.6586253023639966,12.0,0.8511211710204154 weekly,foottraffic,foottraffic,original,13w,13,Toto-2.0-22M,100,397,0.37801126795717144,0.6612939509289236,13.0,0.3014171251562899,0.6590759692753756,13.0,0.8536400627080728 weekly,foottraffic,foottraffic,original,13w,13,Chronos-2 + past & calendar covariates,100,397,0.3889011765395859,0.680344786928171,14.0,0.2987043481391573,0.6531442354992422,11.0,0.8036497507530252 weekly,foottraffic,foottraffic,original,13w,13,TiRex-2,100,397,0.40979577942776185,0.7168978626385446,15.0,0.33359431803363643,0.7294343292166084,17.0,0.8536400627080728 weekly,foottraffic,foottraffic,original,13w,13,TiRex-2 + past & calendar covariates,100,397,0.41525963882065164,0.7264563532750025,16.0,0.3280962360350912,0.7174122726713217,16.0,0.8542213454052245 weekly,foottraffic,foottraffic,original,13w,13,t0-alpha,100,397,0.4257366372577105,0.744784843131299,17.0,0.3368334901987447,0.736517073879048,18.0,0.8909126138345281 weekly,foottraffic,foottraffic,original,13w,13,t0-alpha + past & calendar covariates,100,397,0.43122582382404373,0.7543876411945772,18.0,0.31673740114292015,0.6925751466702201,15.0,0.8247696887495377 weekly,foottraffic,foottraffic,original,13w,13,Seasonal Naive,100,397,0.5716236590795617,1.0,19.0,0.4573329012248534,1.0,19.0,0.9183738176181502 weekly,foottraffic,foottraffic,original,13w,13,AutoTheta,100,397,0.7928637291463715,1.3870379865365516,20.0,0.9193645091503876,2.0102741497235304,20.0,0.8659174578570045 weekly,foottraffic,foottraffic,original,13w,13,AutoETS,100,397,1.0065416995100225,1.7608468150719536,21.0,1.0161420719000376,2.2218870962018076,21.0,0.8455725634566944 weekly,foottraffic,foottraffic,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.3685040388568327,0.6148786204350857,1.0,0.27510844424975034,0.596677065768677,1.0,0.8723601398601398 weekly,foottraffic,foottraffic,original,26w,26,TimesFM-3.0,100,200,0.37517005225785055,0.6260013998123073,2.0,0.2812483490069414,0.6099937793454295,2.0,0.8813986013986015 weekly,foottraffic,foottraffic,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.3762018672961507,0.6277230661724978,3.0,0.28843754280858214,0.6255862744231565,4.0,0.8656293706293706 weekly,foottraffic,foottraffic,original,26w,26,PatchTST-FM-r2,100,200,0.37664922469421375,0.6284695179634083,4.0,0.29250300134003954,0.6344037641013434,6.0,0.8527447552447552 weekly,foottraffic,foottraffic,original,26w,26,TimesFM-2.5,100,200,0.3856459163207359,0.6434812213709388,5.0,0.2895680508547738,0.6280382101522435,5.0,0.8546153846153847 weekly,foottraffic,foottraffic,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.3869604614494626,0.6456746456214805,6.0,0.28752367878349205,0.6236042134708315,3.0,0.8173601398601399 weekly,foottraffic,foottraffic,original,26w,26,Timestral-209M,100,200,0.3892941228873191,0.6495685473814806,7.0,0.29780631936798513,0.6459060218687568,8.0,0.847937062937063 weekly,foottraffic,foottraffic,original,26w,26,t0-gamma,100,200,0.3927504905472695,0.6553357747504387,8.0,0.2972966925351734,0.6448007026770164,7.0,0.8647202797202798 weekly,foottraffic,foottraffic,original,26w,26,Chronos-2,100,200,0.39694023466487477,0.6623266997101784,9.0,0.3278597947679835,0.7110883886504279,16.0,0.863513986013986 weekly,foottraffic,foottraffic,original,26w,26,t0-beta + past & calendar covariates,100,200,0.4024684124593419,0.6715509088839141,10.0,0.3142438636273344,0.681557074688522,11.0,0.8644755244755246 weekly,foottraffic,foottraffic,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.40421861014168003,0.674471254451206,11.0,0.30830024407363193,0.6686660800663105,9.0,0.8619755244755245 weekly,foottraffic,foottraffic,original,26w,26,Toto-2.0-22M,100,200,0.4083166931472623,0.6813092354750175,12.0,0.3103032550253548,0.6730103694633001,10.0,0.8623601398601398 weekly,foottraffic,foottraffic,original,26w,26,t0-beta,100,200,0.41556522220374603,0.6934039890637724,13.0,0.31457675880695896,0.6822790842201764,12.0,0.8808916083916084 weekly,foottraffic,foottraffic,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.419461307587997,0.6999049208136582,14.0,0.33365489431754086,0.7236572612798997,17.0,0.8463986013986015 weekly,foottraffic,foottraffic,original,26w,26,TiRex-2,100,200,0.434436129294282,0.7248916149638387,15.0,0.327763038877787,0.7108785367834097,15.0,0.8687062937062937 weekly,foottraffic,foottraffic,original,26w,26,t0-alpha,100,200,0.4364791238520864,0.7283005156617961,16.0,0.3239155979349484,0.7025339009844186,13.0,0.9173076923076923 weekly,foottraffic,foottraffic,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.4419655208550058,0.737455010225219,17.0,0.32568228007686467,0.7063656216699078,14.0,0.8662062937062938 weekly,foottraffic,foottraffic,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.47022482414913236,0.7846079301168242,18.0,0.34889846103222943,0.7567187206762981,18.0,0.8515909090909091 weekly,foottraffic,foottraffic,original,26w,26,Seasonal Naive,100,200,0.5993118423861944,1.0,19.0,0.46106756909675806,1.0,19.0,0.9123951048951049 weekly,foottraffic,foottraffic,original,26w,26,AutoTheta,100,200,0.6042780204100268,1.0082864673657361,20.0,0.687765976152575,1.491681528371046,20.0,0.9738461538461539 weekly,foottraffic,foottraffic,original,26w,26,AutoETS,100,200,0.643782922225263,1.0742035726542705,21.0,0.7344834193183518,1.593006033274519,21.0,0.9767307692307692 weekly,foottraffic__company,foottraffic,company,1w,1,t0-gamma + past & calendar covariates,100,5185,0.22397223798324206,0.4537232637578504,1.0,0.24805815990019506,0.5934553048555485,3.0,0.8011571841851495 weekly,foottraffic__company,foottraffic,company,1w,1,Timestral-209M,100,5185,0.22898399981079276,0.46387609767177257,2.0,0.25681962828727556,0.6144162758420669,6.0,0.7951783992285438 weekly,foottraffic__company,foottraffic,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5185,0.23117113129614902,0.46830679160392696,3.0,0.2547793729288289,0.609535161001026,5.0,0.8021215043394407 weekly,foottraffic__company,foottraffic,company,1w,1,PatchTST-FM-r2,100,5185,0.23128069778938948,0.46852875155467444,4.0,0.27618618903302733,0.6607489109627895,7.0,0.7749276759884282 weekly,foottraffic__company,foottraffic,company,1w,1,TimesFM-3.0,100,5185,0.23218290463263105,0.4703564434024956,5.0,0.2834831977789754,0.6782063030179534,8.0,0.8050144648023144 weekly,foottraffic__company,foottraffic,company,1w,1,t0-gamma,100,5185,0.23274082382862069,0.47148667686712936,6.0,0.28657293107346166,0.6855981929478772,10.0,0.7826422372227579 weekly,foottraffic__company,foottraffic,company,1w,1,t0-beta + past & calendar covariates,100,5185,0.23597507010654656,0.47803861736757214,7.0,0.2462913897638892,0.5892284771217907,1.0,0.82198649951784 weekly,foottraffic__company,foottraffic,company,1w,1,Chronos-2 + past & calendar covariates,100,5185,0.2362528844069042,0.4786014139543808,8.0,0.24685858024008892,0.590585425819224,2.0,0.7722275795564127 weekly,foottraffic__company,foottraffic,company,1w,1,Timestral-209M + past & calendar covariates,100,5185,0.2377258046447496,0.481585257771757,9.0,0.25399081642365406,0.6076486153563971,4.0,0.837801350048216 weekly,foottraffic__company,foottraffic,company,1w,1,TimesFM-2.5,100,5185,0.23957610865093187,0.4853336061393438,10.0,0.28881987752504273,0.6909737963626313,11.0,0.8264223722275795 weekly,foottraffic__company,foottraffic,company,1w,1,t0-beta,100,5185,0.24116852012068124,0.4885595154565252,11.0,0.29461643289364847,0.7048414979321829,12.0,0.8246865959498554 weekly,foottraffic__company,foottraffic,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5185,0.24738818373559004,0.5011593184510531,12.0,0.3030119104790244,0.7249268711037078,15.0,0.7745419479267117 weekly,foottraffic__company,foottraffic,company,1w,1,Toto-2.0-22M,100,5185,0.24750022051103776,0.5013862827028496,13.0,0.3011385429687482,0.7204450193985884,14.0,0.7901639344262295 weekly,foottraffic__company,foottraffic,company,1w,1,Chronos-2,100,5185,0.24925724413810002,0.5049456635517832,14.0,0.29705374182659505,0.7106725252864571,13.0,0.8005785920925748 weekly,foottraffic__company,foottraffic,company,1w,1,t0-alpha + past & calendar covariates,100,5185,0.2593864047133033,0.5254653307957764,15.0,0.28463895318900595,0.6809713367482451,9.0,0.7783992285438766 weekly,foottraffic__company,foottraffic,company,1w,1,t0-alpha,100,5185,0.27382210978457217,0.5547092017262081,16.0,0.32342282644338854,0.773758025704251,18.0,0.8273866923818708 weekly,foottraffic__company,foottraffic,company,1w,1,TiRex-2,100,5185,0.27503110039928275,0.5571583765547425,17.0,0.31521083768545044,0.7541116319159019,17.0,0.7901639344262295 weekly,foottraffic__company,foottraffic,company,1w,1,TiRex-2 + past & calendar covariates,100,5185,0.2757175880956673,0.5585490642620133,18.0,0.31479463936420427,0.7531159174362214,16.0,0.800771456123433 weekly,foottraffic__company,foottraffic,company,1w,1,AutoTheta,100,5185,0.327231824761345,0.662906674832009,19.0,0.41739597739521983,0.9985797569014583,19.0,0.8740597878495661 weekly,foottraffic__company,foottraffic,company,1w,1,AutoETS,100,5185,0.33286844762797874,0.6743253530871799,20.0,0.41786486852746213,0.9997015338667509,20.0,0.8784956605593057 weekly,foottraffic__company,foottraffic,company,1w,1,Seasonal Naive,100,5185,0.49363181452995725,1.0,21.0,0.41798962427435754,1.0,21.0,0.9369334619093539 weekly,foottraffic__company,foottraffic,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1297,0.24875369931576644,0.5039038736534197,1.0,0.27973034837306676,0.6673401747169397,3.0,0.8323053199691596 weekly,foottraffic__company,foottraffic,company,4w,4,TimesFM-3.0,100,1297,0.2514191675289445,0.5093033501694072,2.0,0.3084969866135245,0.7359674563153007,8.0,0.8332690824980725 weekly,foottraffic__company,foottraffic,company,4w,4,t0-gamma + past & calendar covariates,100,1297,0.2560898344679898,0.5187647859977134,3.0,0.279305545384286,0.6663267412357246,2.0,0.8078257517347726 weekly,foottraffic__company,foottraffic,company,4w,4,Timestral-209M,100,1297,0.2588881687300206,0.5244334111409497,4.0,0.28097364001838243,0.6703062399602523,4.0,0.8157286044718581 weekly,foottraffic__company,foottraffic,company,4w,4,Timestral-209M + past & calendar covariates,100,1297,0.2636523381684707,0.5340842562997541,5.0,0.28364138516509907,0.6766705601802945,5.0,0.8494602929838088 weekly,foottraffic__company,foottraffic,company,4w,4,TimesFM-2.5,100,1297,0.2636558221937281,0.5340913139388079,6.0,0.31284847528792026,0.7463486081250328,9.0,0.8382806476484195 weekly,foottraffic__company,foottraffic,company,4w,4,PatchTST-FM-r2,100,1297,0.2638204434595352,0.5344247895564737,7.0,0.301263946704106,0.718711916668067,7.0,0.7843099460292984 weekly,foottraffic__company,foottraffic,company,4w,4,t0-beta + past & calendar covariates,100,1297,0.264869146382489,0.5365491618437668,8.0,0.2841624129014541,0.6779135527359246,6.0,0.8138010794140323 weekly,foottraffic__company,foottraffic,company,4w,4,t0-gamma,100,1297,0.26559825055323033,0.5380261184355442,9.0,0.3190107548179569,0.7610496826496488,11.0,0.7978026214340787 weekly,foottraffic__company,foottraffic,company,4w,4,Chronos-2 + past & calendar covariates,100,1297,0.2683738692372346,0.5436487283123088,10.0,0.267418997970876,0.6379695369717557,1.0,0.7455666923670008 weekly,foottraffic__company,foottraffic,company,4w,4,t0-beta,100,1297,0.2708589538925425,0.5486827993135072,11.0,0.31911056282756206,0.7612877901519469,12.0,0.8344255975327679 weekly,foottraffic__company,foottraffic,company,4w,4,Chronos-2,100,1297,0.276670573472394,0.5604554789823623,12.0,0.31514597938301125,0.7518296608357887,10.0,0.7991518889745567 weekly,foottraffic__company,foottraffic,company,4w,4,Toto-2.0-22M,100,1297,0.2791573864215357,0.5654930510127316,13.0,0.3260540806830943,0.7778526299907809,13.0,0.8047417116422514 weekly,foottraffic__company,foottraffic,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1297,0.2796887751852737,0.5665694927187244,14.0,0.32723917123815305,0.7806798474974547,14.0,0.8006939090208173 weekly,foottraffic__company,foottraffic,company,4w,4,t0-alpha + past & calendar covariates,100,1297,0.29777077934667645,0.6031984633246325,15.0,0.3344213829402457,0.7978141285649358,15.0,0.7792983808789514 weekly,foottraffic__company,foottraffic,company,4w,4,t0-alpha,100,1297,0.29944496795971326,0.606589890787445,16.0,0.3507773059611035,0.8368337222196048,18.0,0.8569776407093292 weekly,foottraffic__company,foottraffic,company,4w,4,TiRex-2,100,1297,0.30498262814823157,0.6178076070571777,17.0,0.3469935696056321,0.827807031711303,17.0,0.8161141094834233 weekly,foottraffic__company,foottraffic,company,4w,4,TiRex-2 + past & calendar covariates,100,1297,0.30589897489429185,0.619663863572034,18.0,0.34030274769117963,0.8118450372714443,16.0,0.8218966846569006 weekly,foottraffic__company,foottraffic,company,4w,4,AutoTheta,100,1297,0.4117845795427363,0.8341578248407495,19.0,0.4783354938263337,1.14114358302538,20.0,0.8945643793369313 weekly,foottraffic__company,foottraffic,company,4w,4,AutoETS,100,1297,0.43205386391865386,0.8752175997960651,20.0,0.48985475677264506,1.1686245731714673,21.0,0.9034309946029299 weekly,foottraffic__company,foottraffic,company,4w,4,Seasonal Naive,100,1297,0.4936530801246764,1.0,21.0,0.4191720489354889,1.0,19.0,0.9367771781033153 weekly,foottraffic__company,foottraffic,company,13w,13,t0-gamma + past & calendar covariates,100,399,0.27993096551567076,0.5667796940217822,1.0,0.27954098717037235,0.6622714288611864,2.0,0.8473631631526368 weekly,foottraffic__company,foottraffic,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,399,0.28227713119943443,0.5715300047489945,2.0,0.2814741327231892,0.6668513192036369,3.0,0.8610512294722822 weekly,foottraffic__company,foottraffic,company,13w,13,TimesFM-3.0,100,399,0.28588002427741344,0.5788248270012181,3.0,0.3039176157666461,0.7200230480948747,7.0,0.8516395884816937 weekly,foottraffic__company,foottraffic,company,13w,13,Timestral-209M,100,399,0.28624753720246315,0.5795689349737856,4.0,0.29021474839238764,0.6875590518583782,4.0,0.8406155248260512 weekly,foottraffic__company,foottraffic,company,13w,13,Timestral-209M + past & calendar covariates,100,399,0.2884060955137941,0.5839393947297136,5.0,0.29315975041986625,0.6945361707434475,5.0,0.8539180118127486 weekly,foottraffic__company,foottraffic,company,13w,13,PatchTST-FM-r2,100,399,0.29009121165580554,0.5873512702598145,6.0,0.31220805490078984,0.7396642500053113,9.0,0.813467234519866 weekly,foottraffic__company,foottraffic,company,13w,13,t0-gamma,100,399,0.29146089362310384,0.5901244823083722,7.0,0.3157790133526358,0.7481243466095585,10.0,0.8440506861559494 weekly,foottraffic__company,foottraffic,company,13w,13,TimesFM-2.5,100,399,0.2992181165002424,0.6058306275740958,8.0,0.31007846068703204,0.7346189454969592,8.0,0.854338643812328 weekly,foottraffic__company,foottraffic,company,13w,13,t0-beta,100,399,0.300777561125697,0.6089880544276447,9.0,0.32223796234477137,0.7634264939664185,11.0,0.8728113991271886 weekly,foottraffic__company,foottraffic,company,13w,13,t0-beta + past & calendar covariates,100,399,0.30212288296079254,0.6117119442147272,10.0,0.29343612768403304,0.6951909468730494,6.0,0.8545314334788019 weekly,foottraffic__company,foottraffic,company,13w,13,Chronos-2,100,399,0.30709649578739007,0.621782079724205,11.0,0.3357581531304269,0.795457703989422,12.0,0.8209159261790842 weekly,foottraffic__company,foottraffic,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,399,0.31703629752971707,0.6419073194588492,12.0,0.34736658568717527,0.8229596932111702,14.0,0.828732670837934 weekly,foottraffic__company,foottraffic,company,13w,13,Toto-2.0-22M,100,399,0.31954609533944817,0.6469889381787913,13.0,0.3486546787353226,0.8260113645676243,15.0,0.8296966191703034 weekly,foottraffic__company,foottraffic,company,13w,13,Chronos-2 + past & calendar covariates,100,399,0.32889217192363485,0.6659120552299235,14.0,0.27842890195684106,0.6596367445136926,1.0,0.7752598278914069 weekly,foottraffic__company,foottraffic,company,13w,13,t0-alpha + past & calendar covariates,100,399,0.34414819248218603,0.6968011090658829,15.0,0.3698435672575429,0.876210784765846,17.0,0.8257707205075626 weekly,foottraffic__company,foottraffic,company,13w,13,TiRex-2 + past & calendar covariates,100,399,0.35287915344672954,0.7144787939010859,16.0,0.3421512879259915,0.8106039283725398,13.0,0.8574583311425417 weekly,foottraffic__company,foottraffic,company,13w,13,TiRex-2,100,399,0.3528889418946536,0.7144986126928695,17.0,0.35379985284146737,0.838200996726787,16.0,0.8533746954799587 weekly,foottraffic__company,foottraffic,company,13w,13,t0-alpha,100,399,0.3633345118217599,0.7356478875373383,18.0,0.3817880031991636,0.9045088126796448,18.0,0.8867974131132026 weekly,foottraffic__company,foottraffic,company,13w,13,Seasonal Naive,100,399,0.4938973087220598,1.0,19.0,0.4220942879131281,1.0,19.0,0.936344357396989 weekly,foottraffic__company,foottraffic,company,13w,13,AutoTheta,100,399,0.6946764144365377,1.4065199428480104,20.0,0.9078284477348152,2.1507716965875097,20.0,0.8686751844646582 weekly,foottraffic__company,foottraffic,company,13w,13,AutoETS,100,399,0.8306045216490467,1.6817352655721163,21.0,0.9519199257058744,2.255230532524502,21.0,0.860420281472913 weekly,foottraffic__company,foottraffic,company,26w,26,t0-gamma + past & calendar covariates,100,200,0.29759339698539594,0.6021082441616663,1.0,0.28884067712637596,0.6761168172146222,2.0,0.8658741258741258 weekly,foottraffic__company,foottraffic,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.30215293632202117,0.6113333689526447,2.0,0.2801179556451293,0.6556987142520339,1.0,0.8668356643356644 weekly,foottraffic__company,foottraffic,company,26w,26,Timestral-209M + past & calendar covariates,100,200,0.3048735761424704,0.6168379254444253,3.0,0.2976188941329591,0.6966648238262863,3.0,0.8065734265734266 weekly,foottraffic__company,foottraffic,company,26w,26,Timestral-209M,100,200,0.3086145403196514,0.6244068614322916,4.0,0.31099098145563137,0.7279661391744893,6.0,0.8441433566433567 weekly,foottraffic__company,foottraffic,company,26w,26,t0-gamma,100,200,0.310440851622105,0.6281019605263986,5.0,0.34051467190713697,0.7970750466147248,11.0,0.8640734265734266 weekly,foottraffic__company,foottraffic,company,26w,26,TimesFM-3.0,100,200,0.3106645893588497,0.6285546397094339,6.0,0.3182686732108166,0.7450017237574461,7.0,0.8651748251748252 weekly,foottraffic__company,foottraffic,company,26w,26,PatchTST-FM-r2,100,200,0.3154626719853129,0.6382623991383305,7.0,0.3348512638453337,0.7838181692544121,9.0,0.8305594405594405 weekly,foottraffic__company,foottraffic,company,26w,26,TimesFM-2.5,100,200,0.320816128920542,0.6490938241232876,8.0,0.3185423822128158,0.7456424204249509,8.0,0.853444055944056 weekly,foottraffic__company,foottraffic,company,26w,26,Chronos-2,100,200,0.32203005959907555,0.6515499191737489,9.0,0.33515425640046953,0.7845274127171274,10.0,0.842534965034965 weekly,foottraffic__company,foottraffic,company,26w,26,t0-beta + past & calendar covariates,100,200,0.33015308800691945,0.6679849020109597,10.0,0.308794043926818,0.7228235587582593,4.0,0.8707517482517483 weekly,foottraffic__company,foottraffic,company,26w,26,t0-beta,100,200,0.33099825020445023,0.6696948832536284,11.0,0.3519181190575096,0.8237681788608168,13.0,0.8901048951048951 weekly,foottraffic__company,foottraffic,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.3364562402470375,0.6807378056923792,12.0,0.3568470306530823,0.8353057505542691,14.0,0.8346678321678321 weekly,foottraffic__company,foottraffic,company,26w,26,Toto-2.0-22M,100,200,0.336600635521789,0.6810299545983245,13.0,0.36397470433728557,0.8519901735844763,17.0,0.8388986013986015 weekly,foottraffic__company,foottraffic,company,26w,26,Chronos-2 + past & calendar covariates,100,200,0.35182388633442707,0.7118305197657028,14.0,0.31098769438062235,0.7279584448056934,5.0,0.8199125874125874 weekly,foottraffic__company,foottraffic,company,26w,26,t0-alpha,100,200,0.3683826955741528,0.745333264308212,15.0,0.3594132170098762,0.8413126667864173,16.0,0.9185839160839161 weekly,foottraffic__company,foottraffic,company,26w,26,TiRex-2,100,200,0.3701548553266686,0.7489188008415162,16.0,0.3586419816243317,0.8395073628403615,15.0,0.8678671328671329 weekly,foottraffic__company,foottraffic,company,26w,26,t0-alpha + past & calendar covariates,100,200,0.3720862465265903,0.7528265036869232,17.0,0.4091971317730969,0.9578466063030655,18.0,0.8577972027972028 weekly,foottraffic__company,foottraffic,company,26w,26,TiRex-2 + past & calendar covariates,100,200,0.3750726800326189,0.7588688293999117,18.0,0.343178997988501,0.8033116878249432,12.0,0.8640209790209791 weekly,foottraffic__company,foottraffic,company,26w,26,Seasonal Naive,100,200,0.49425232069317426,1.0,19.0,0.4272052843121164,1.0,19.0,0.9360839160839162 weekly,foottraffic__company,foottraffic,company,26w,26,AutoTheta,100,200,0.5110910165069185,1.034069027314082,20.0,0.6607148418890567,1.5465980083859123,20.0,0.9789685314685315 weekly,foottraffic__company,foottraffic,company,26w,26,AutoETS,100,200,0.5522643568936764,1.117373320815453,21.0,0.6845383184976671,1.6023638836769234,21.0,0.9838461538461538 weekly,foottraffic__product,foottraffic,product,1w,1,t0-gamma + past & calendar covariates,100,5200,0.2406191605861684,0.5617829125982052,1.0,0.28651265235075496,0.5195242777636431,1.0,0.7998076923076923 weekly,foottraffic__product,foottraffic,product,1w,1,PatchTST-FM-r2,100,5200,0.24262255151380369,0.5664603073146444,2.0,0.2927413263179653,0.5308185341173857,2.0,0.7742307692307693 weekly,foottraffic__product,foottraffic,product,1w,1,t0-gamma,100,5200,0.24688219751899826,0.5764054685129711,3.0,0.30182042564117817,0.5472813760894119,3.0,0.8003846153846154 weekly,foottraffic__product,foottraffic,product,1w,1,Timestral-209M,100,5200,0.2580878226421124,0.602567677307197,4.0,0.3104077320047814,0.5628524655330447,5.0,0.8028846153846154 weekly,foottraffic__product,foottraffic,product,1w,1,TimesFM-3.0,100,5200,0.2596285852619124,0.6061649557203752,5.0,0.3325697255360919,0.6030381033702922,9.0,0.8253846153846154 weekly,foottraffic__product,foottraffic,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.26271983514051483,0.61338221703963,6.0,0.32622730013703877,0.5915375851639304,8.0,0.8071153846153846 weekly,foottraffic__product,foottraffic,product,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.262981154098073,0.6139923285732939,7.0,0.30973177180014216,0.5616267683980986,4.0,0.7859615384615385 weekly,foottraffic__product,foottraffic,product,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.26326505785833265,0.6146551697242135,8.0,0.3178779305761693,0.57639793895528,6.0,0.8584615384615385 weekly,foottraffic__product,foottraffic,product,1w,1,t0-beta + past & calendar covariates,100,5200,0.2703746811396093,0.6312542837128989,9.0,0.32317258382339126,0.5859985652511982,7.0,0.8201923076923077 weekly,foottraffic__product,foottraffic,product,1w,1,t0-beta,100,5200,0.27362772244194894,0.6388492857616912,10.0,0.3399974255461497,0.6165065155032621,10.0,0.8290384615384615 weekly,foottraffic__product,foottraffic,product,1w,1,TimesFM-2.5,100,5200,0.27735602233727824,0.6475538925317228,11.0,0.3444807970225235,0.624636070373173,11.0,0.8188461538461539 weekly,foottraffic__product,foottraffic,product,1w,1,Chronos-2,100,5200,0.2862120511162889,0.6682304073587474,12.0,0.34944219915463104,0.6336324230236754,12.0,0.8094230769230769 weekly,foottraffic__product,foottraffic,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.28623658449145134,0.6682876863839133,13.0,0.35687329446403676,0.6471069917449392,13.0,0.7886538461538461 weekly,foottraffic__product,foottraffic,product,1w,1,Toto-2.0-22M,100,5200,0.28681435905693164,0.6696366391332704,14.0,0.35713347512008714,0.6475787690515036,14.0,0.795 weekly,foottraffic__product,foottraffic,product,1w,1,t0-alpha + past & calendar covariates,100,5200,0.3064009678320856,0.715366256420698,15.0,0.3730479128358853,0.6764359126801651,15.0,0.7715384615384615 weekly,foottraffic__product,foottraffic,product,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.3277492056214,0.7652088174823523,16.0,0.39723007104030017,0.7202846508522394,18.0,0.8103846153846154 weekly,foottraffic__product,foottraffic,product,1w,1,TiRex-2,100,5200,0.3279892591284975,0.7657692797417507,17.0,0.3887595287069173,0.7049252859100249,16.0,0.7934615384615384 weekly,foottraffic__product,foottraffic,product,1w,1,t0-alpha,100,5200,0.3338230844198803,0.7793897385439433,18.0,0.3938368125956996,0.7141317632633927,17.0,0.8332692307692308 weekly,foottraffic__product,foottraffic,product,1w,1,AutoTheta,100,5200,0.3926881074278888,0.916824197192372,19.0,0.5245717777377547,0.9511893165219207,19.0,0.8842307692307693 weekly,foottraffic__product,foottraffic,product,1w,1,AutoETS,100,5200,0.41171793421191655,0.9612538739102492,20.0,0.5351184993396022,0.9703133512827529,20.0,0.8878846153846154 weekly,foottraffic__product,foottraffic,product,1w,1,Seasonal Naive,100,5200,0.42831341998873235,1.0,21.0,0.5514904011494599,1.0,21.0,0.9653846153846154 weekly,foottraffic__product,foottraffic,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.26452402261991564,0.6183926536910894,1.0,0.3550649003476448,0.6423571854079515,5.0,0.8457692307692307 weekly,foottraffic__product,foottraffic,product,4w,4,t0-gamma + past & calendar covariates,100,1300,0.2669954983708024,0.6241703612617929,2.0,0.3364033981166682,0.6085961742890335,1.0,0.8048076923076923 weekly,foottraffic__product,foottraffic,product,4w,4,TimesFM-3.0,100,1300,0.27122078131448163,0.6340480423368757,3.0,0.3886473982230196,0.7031121594790948,9.0,0.8488461538461538 weekly,foottraffic__product,foottraffic,product,4w,4,PatchTST-FM-r2,100,1300,0.27239490773846503,0.6367928635742995,4.0,0.34723785393337864,0.6281970712997906,2.0,0.7753846153846153 weekly,foottraffic__product,foottraffic,product,4w,4,t0-gamma,100,1300,0.2762873539225775,0.6458924534765811,5.0,0.3536365736118695,0.6397731622027931,4.0,0.8111538461538461 weekly,foottraffic__product,foottraffic,product,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.2804497619835375,0.6556231484095729,6.0,0.3515847056984462,0.6360610743664427,3.0,0.8711538461538462 weekly,foottraffic__product,foottraffic,product,4w,4,Timestral-209M,100,1300,0.28126550541820783,0.6575301576191739,7.0,0.368186920141554,0.666096574160346,6.0,0.8213461538461538 weekly,foottraffic__product,foottraffic,product,4w,4,t0-beta + past & calendar covariates,100,1300,0.29009551551426227,0.6781725677917428,8.0,0.3806127956373817,0.6885765500800003,7.0,0.8167307692307693 weekly,foottraffic__product,foottraffic,product,4w,4,TimesFM-2.5,100,1300,0.2941600287063595,0.687674408395592,9.0,0.38394079587514823,0.6945973222365147,8.0,0.8396153846153847 weekly,foottraffic__product,foottraffic,product,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.2951408520904755,0.6899673342678758,10.0,0.4003852653061571,0.7243474414087773,12.0,0.7551923076923077 weekly,foottraffic__product,foottraffic,product,4w,4,t0-beta,100,1300,0.2979149775122023,0.6964525629598592,11.0,0.3946657503527065,0.7140001175144695,11.0,0.8334615384615385 weekly,foottraffic__product,foottraffic,product,4w,4,Chronos-2,100,1300,0.3058228686313179,0.714939283847499,12.0,0.3938586620076448,0.7125399929085121,10.0,0.8028846153846154 weekly,foottraffic__product,foottraffic,product,4w,4,Toto-2.0-22M,100,1300,0.3094750140468222,0.7234771091564863,13.0,0.40475084091943875,0.7322453182782948,13.0,0.8151923076923077 weekly,foottraffic__product,foottraffic,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.3096192385824789,0.723814270947876,14.0,0.4136997883973192,0.7484350929043605,14.0,0.808076923076923 weekly,foottraffic__product,foottraffic,product,4w,4,t0-alpha + past & calendar covariates,100,1300,0.3320522164777522,0.7762571023907664,15.0,0.4185855689530312,0.7572740861228262,16.0,0.7878846153846154 weekly,foottraffic__product,foottraffic,product,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.3457664576681798,0.8083176537127683,16.0,0.45457232849651963,0.8223786727763499,17.0,0.8342307692307692 weekly,foottraffic__product,foottraffic,product,4w,4,t0-alpha,100,1300,0.346746038875634,0.8106076756789544,17.0,0.41594718207479314,0.7525009115075295,15.0,0.864423076923077 weekly,foottraffic__product,foottraffic,product,4w,4,TiRex-2,100,1300,0.3500811892729712,0.8184044439431044,18.0,0.45698071458357953,0.8267357469527744,18.0,0.8228846153846154 weekly,foottraffic__product,foottraffic,product,4w,4,Seasonal Naive,100,1300,0.4277606162379403,1.0,19.0,0.552753060779025,1.0,19.0,0.965 weekly,foottraffic__product,foottraffic,product,4w,4,AutoTheta,100,1300,0.45792828361820714,1.0705246491497622,20.0,0.5943286064659334,1.0752154056430077,20.0,0.9023076923076923 weekly,foottraffic__product,foottraffic,product,4w,4,AutoETS,100,1300,0.5096320517226018,1.1913954496435475,21.0,0.6559644242215733,1.1867223734538654,21.0,0.9130769230769231 weekly,foottraffic__product,foottraffic,product,13w,13,t0-gamma + past & calendar covariates,100,400,0.27870786329721925,0.6550594320440486,1.0,0.3429835066784407,0.6186831812007285,1.0,0.8578846153846154 weekly,foottraffic__product,foottraffic,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.2853634552936942,0.6707023646170648,2.0,0.3670514955493724,0.6620976883995603,2.0,0.8834615384615385 weekly,foottraffic__product,foottraffic,product,13w,13,PatchTST-FM-r2,100,400,0.28771096661733275,0.6762198244267283,3.0,0.3953355984444618,0.7131173392451868,5.0,0.821923076923077 weekly,foottraffic__product,foottraffic,product,13w,13,TimesFM-3.0,100,400,0.29171293963552775,0.6856258388152021,4.0,0.3749292955856624,0.6763078830369501,3.0,0.8769230769230769 weekly,foottraffic__product,foottraffic,product,13w,13,t0-gamma,100,400,0.2968439972050483,0.6976855906195172,5.0,0.3806807547696994,0.6866825249519103,4.0,0.8546153846153847 weekly,foottraffic__product,foottraffic,product,13w,13,Timestral-209M,100,400,0.3075751769905604,0.7229075576365142,6.0,0.39673679453007227,0.7156448556850494,6.0,0.8484615384615385 weekly,foottraffic__product,foottraffic,product,13w,13,Timestral-209M + past & calendar covariates,100,400,0.31102182907341147,0.7310083766415314,7.0,0.4021230710690533,0.7253607709960672,9.0,0.8676923076923078 weekly,foottraffic__product,foottraffic,product,13w,13,TimesFM-2.5,100,400,0.3140980292076155,0.7382385060283602,8.0,0.40282904893847943,0.726634233496768,10.0,0.8561538461538462 weekly,foottraffic__product,foottraffic,product,13w,13,t0-beta + past & calendar covariates,100,400,0.3178504157978566,0.7470579063837487,9.0,0.39822899153111313,0.7183365221051717,7.0,0.8709615384615386 weekly,foottraffic__product,foottraffic,product,13w,13,t0-beta,100,400,0.3224031303493935,0.7577583529843818,10.0,0.4411220272841795,0.7957081720368498,14.0,0.8776923076923078 weekly,foottraffic__product,foottraffic,product,13w,13,Chronos-2,100,400,0.3269275286860019,0.7683922467312515,11.0,0.401154753082818,0.7236140921019723,8.0,0.826923076923077 weekly,foottraffic__product,foottraffic,product,13w,13,Toto-2.0-22M,100,400,0.3437817314220939,0.8080054257110131,12.0,0.42171591327123675,0.7607028842650162,11.0,0.8398076923076923 weekly,foottraffic__product,foottraffic,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.3440771527538782,0.8086997675480998,13.0,0.434045529783318,0.7829433891818637,13.0,0.8425 weekly,foottraffic__product,foottraffic,product,13w,13,Chronos-2 + past & calendar covariates,100,400,0.3562081309611757,0.8372117427776495,14.0,0.43121792963321154,0.7778428854492697,12.0,0.7846153846153847 weekly,foottraffic__product,foottraffic,product,13w,13,TiRex-2 + past & calendar covariates,100,400,0.3817120364743506,0.897154701195544,15.0,0.5045668085999824,0.9101516317681244,17.0,0.8761538461538462 weekly,foottraffic__product,foottraffic,product,13w,13,t0-alpha + past & calendar covariates,100,400,0.3847064036590305,0.9041924949776161,16.0,0.5401309540066214,0.9743032256157353,18.0,0.8171153846153847 weekly,foottraffic__product,foottraffic,product,13w,13,TiRex-2,100,400,0.3874008953772684,0.9105254781726903,17.0,0.4824059041854228,0.870177176511478,16.0,0.8626923076923078 weekly,foottraffic__product,foottraffic,product,13w,13,t0-alpha,100,400,0.41805834498512034,0.9825810394706584,18.0,0.46776677563869723,0.8437707096028934,15.0,0.8840384615384616 weekly,foottraffic__product,foottraffic,product,13w,13,Seasonal Naive,100,400,0.42546958285531244,1.0,19.0,0.5543766455923125,1.0,19.0,0.9661538461538461 weekly,foottraffic__product,foottraffic,product,13w,13,AutoTheta,100,400,0.7415142644638767,1.742813809362349,20.0,1.1067474656343474,1.9963818361285144,20.0,0.8636538461538461 weekly,foottraffic__product,foottraffic,product,13w,13,AutoETS,100,400,1.0632842095719652,2.4990839590372116,21.0,1.3942931504670462,2.5150647336114638,21.0,0.835 weekly,foottraffic__product,foottraffic,product,26w,26,t0-gamma + past & calendar covariates,100,200,0.2939152237401397,0.6958649242000801,1.0,0.3623629468796118,0.6493185807693963,1.0,0.8801923076923077 weekly,foottraffic__product,foottraffic,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.30197235315368376,0.714940743673736,2.0,0.4089162089891716,0.7327374246204695,3.0,0.8890384615384616 weekly,foottraffic__product,foottraffic,product,26w,26,PatchTST-FM-r2,100,200,0.30975257669058737,0.7333609690464571,3.0,0.4461200533055535,0.7994030359880259,7.0,0.8434615384615385 weekly,foottraffic__product,foottraffic,product,26w,26,TimesFM-3.0,100,200,0.31279931102757,0.7405743264611675,4.0,0.40850912363958863,0.7320079679149222,2.0,0.884423076923077 weekly,foottraffic__product,foottraffic,product,26w,26,t0-gamma,100,200,0.3136317136619484,0.7425450981303063,5.0,0.4304899875798946,0.7713955032595513,5.0,0.8740384615384617 weekly,foottraffic__product,foottraffic,product,26w,26,Timestral-209M + past & calendar covariates,100,200,0.3266287581587132,0.7733165133311826,6.0,0.4520925519330254,0.8101051631393585,9.0,0.8171153846153847 weekly,foottraffic__product,foottraffic,product,26w,26,Timestral-209M,100,200,0.33104774133989695,0.7837787662124236,7.0,0.4480565162641475,0.8028729861879963,8.0,0.855576923076923 weekly,foottraffic__product,foottraffic,product,26w,26,TimesFM-2.5,100,200,0.33246373998300277,0.7871312423989699,8.0,0.4340458811944366,0.7777673131121974,6.0,0.8684615384615384 weekly,foottraffic__product,foottraffic,product,26w,26,Chronos-2,100,200,0.3449818294152012,0.8167686978632306,9.0,0.4251361707772697,0.7618019927808579,4.0,0.8421153846153847 weekly,foottraffic__product,foottraffic,product,26w,26,Toto-2.0-22M,100,200,0.3452280408371406,0.8173516206879989,10.0,0.4726456064022288,0.8469342050525568,12.0,0.8559615384615386 weekly,foottraffic__product,foottraffic,product,26w,26,t0-beta + past & calendar covariates,100,200,0.3469928420610065,0.8215299114694231,11.0,0.4717078488096068,0.8452538361451107,11.0,0.8871153846153846 weekly,foottraffic__product,foottraffic,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.34913332389468077,0.8265976524662566,12.0,0.4574012358876751,0.8196178000159199,10.0,0.8561538461538462 weekly,foottraffic__product,foottraffic,product,26w,26,t0-beta,100,200,0.3528441365268614,0.8353832618612165,13.0,0.5235745158916711,0.9381937764700625,17.0,0.8867307692307692 weekly,foottraffic__product,foottraffic,product,26w,26,Chronos-2 + past & calendar covariates,100,200,0.3637872511200614,0.8612918538354876,14.0,0.487352339989175,0.8732872178610163,14.0,0.8244230769230769 weekly,foottraffic__product,foottraffic,product,26w,26,t0-alpha + past & calendar covariates,100,200,0.39510592007163475,0.9354410010579616,15.0,0.5309722578300086,0.9514497987473495,18.0,0.8634615384615385 weekly,foottraffic__product,foottraffic,product,26w,26,TiRex-2,100,200,0.40483620302727574,0.9584781289930524,16.0,0.4999138070992316,0.8957961252052133,15.0,0.879423076923077 weekly,foottraffic__product,foottraffic,product,26w,26,TiRex-2 + past & calendar covariates,100,200,0.4087463685928594,0.967735720451841,17.0,0.5100475200596545,0.913954737099857,16.0,0.8763461538461539 weekly,foottraffic__product,foottraffic,product,26w,26,t0-alpha,100,200,0.41282746081335636,0.9773979927646916,18.0,0.4848935950239861,0.8688813899334694,13.0,0.9173076923076923 weekly,foottraffic__product,foottraffic,product,26w,26,Seasonal Naive,100,200,0.42237396011590184,1.0,19.0,0.5580664986519214,1.0,19.0,0.9657692307692308 weekly,foottraffic__product,foottraffic,product,26w,26,AutoTheta,100,200,0.5182022777802758,1.22688026894006,20.0,0.8338463820135468,1.4941702897912807,20.0,0.9696153846153847 weekly,foottraffic__product,foottraffic,product,26w,26,AutoETS,100,200,0.6019743902161072,1.4252166256909446,21.0,1.0067230552000868,1.80394819906221,21.0,0.9767307692307692 weekly,foottraffic__service,foottraffic,service,1w,1,t0-gamma + past & calendar covariates,100,5200,0.2261011701400717,0.3186640146572582,1.0,0.20101060098056212,0.403316646564471,1.0,0.7996153846153846 weekly,foottraffic__service,foottraffic,service,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.23359568901166325,0.3292266909586078,2.0,0.2107022938114403,0.42276249187320025,3.0,0.7946153846153846 weekly,foottraffic__service,foottraffic,service,1w,1,TimesFM-3.0,100,5200,0.23419161260362298,0.3300665778292738,3.0,0.24167903649223121,0.484915611751267,10.0,0.8013461538461538 weekly,foottraffic__service,foottraffic,service,1w,1,Timestral-209M,100,5200,0.2353110990010508,0.33164436723008733,4.0,0.22463693510590618,0.45072157846140587,6.0,0.8021153846153846 weekly,foottraffic__service,foottraffic,service,1w,1,t0-gamma,100,5200,0.23830720698953922,0.3358670424129133,5.0,0.2287476936255589,0.45896958793401565,7.0,0.7875 weekly,foottraffic__service,foottraffic,service,1w,1,t0-beta + past & calendar covariates,100,5200,0.23833564736021592,0.3359071258971897,6.0,0.21260862785771048,0.4265874456369459,4.0,0.8198076923076923 weekly,foottraffic__service,foottraffic,service,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.24079917552400595,0.33937919008159095,7.0,0.21903146910365587,0.43947452114487473,5.0,0.8346153846153846 weekly,foottraffic__service,foottraffic,service,1w,1,PatchTST-FM-r2,100,5200,0.24176154114391937,0.3407355355256227,8.0,0.23839485683897682,0.4783260870296633,9.0,0.7907692307692308 weekly,foottraffic__service,foottraffic,service,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.24216223412733737,0.34130026694502164,9.0,0.21008518040168944,0.42152428796874675,2.0,0.7803846153846153 weekly,foottraffic__service,foottraffic,service,1w,1,TimesFM-2.5,100,5200,0.24353210645846046,0.34323094698676204,10.0,0.25910937245965704,0.5198886162424783,17.0,0.8215384615384616 weekly,foottraffic__service,foottraffic,service,1w,1,t0-beta,100,5200,0.24763140077584717,0.34900843846825624,11.0,0.24770946468346863,0.4970153321817975,11.0,0.8207692307692308 weekly,foottraffic__service,foottraffic,service,1w,1,Chronos-2,100,5200,0.25165706679089705,0.354682159189075,12.0,0.25172872527859813,0.5050797561325179,12.0,0.7990384615384616 weekly,foottraffic__service,foottraffic,service,1w,1,Toto-2.0-22M,100,5200,0.25195212418954627,0.3550980092050197,13.0,0.2580975684992006,0.5178584875909481,16.0,0.7913461538461538 weekly,foottraffic__service,foottraffic,service,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.25274250174298823,0.3562119569308045,14.0,0.25738996230786515,0.516438714928285,15.0,0.7775 weekly,foottraffic__service,foottraffic,service,1w,1,t0-alpha + past & calendar covariates,100,5200,0.2619755556582095,0.36922490165085425,15.0,0.23642043205900293,0.4743645129770099,8.0,0.7975 weekly,foottraffic__service,foottraffic,service,1w,1,t0-alpha,100,5200,0.27039268101272723,0.3810878873916284,16.0,0.2773796187997215,0.5565468544141763,18.0,0.8205769230769231 weekly,foottraffic__service,foottraffic,service,1w,1,TiRex-2,100,5200,0.27228047787378046,0.38374852345214905,17.0,0.2570320271775433,0.5157205378980946,14.0,0.7840384615384616 weekly,foottraffic__service,foottraffic,service,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.2727058513580546,0.38434803924476335,18.0,0.2541962586750282,0.5100307253345365,13.0,0.7911538461538462 weekly,foottraffic__service,foottraffic,service,1w,1,AutoTheta,100,5200,0.3121965527089772,0.4400057141976163,19.0,0.33575075930761167,0.6736653174750491,19.0,0.8596153846153847 weekly,foottraffic__service,foottraffic,service,1w,1,AutoETS,100,5200,0.31541456305955196,0.4445411356502672,20.0,0.33626046335394366,0.674688010436038,20.0,0.8636538461538461 weekly,foottraffic__service,foottraffic,service,1w,1,Seasonal Naive,100,5200,0.7095284052805797,1.0,21.0,0.4983940104947544,1.0,21.0,0.9159615384615385 weekly,foottraffic__service,foottraffic,service,4w,4,t0-gamma + past & calendar covariates,100,1300,0.2620305547106618,0.36532897709051043,1.0,0.23272820915204867,0.4655158951589863,1.0,0.7988461538461539 weekly,foottraffic__service,foottraffic,service,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.2647137742949057,0.3690699830472527,2.0,0.23781490073191022,0.4756905782918328,2.0,0.8236538461538462 weekly,foottraffic__service,foottraffic,service,4w,4,TimesFM-3.0,100,1300,0.2687188653056049,0.37465397230266145,3.0,0.27266583516598236,0.545401353789636,7.0,0.8207692307692308 weekly,foottraffic__service,foottraffic,service,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.2742052817502044,0.3823032592715469,4.0,0.2596073026182465,0.5192809514088036,5.0,0.8436538461538462 weekly,foottraffic__service,foottraffic,service,4w,4,Timestral-209M,100,1300,0.2749362936812356,0.3833224527823933,5.0,0.2561668317780653,0.5123991304693877,4.0,0.811923076923077 weekly,foottraffic__service,foottraffic,service,4w,4,t0-beta + past & calendar covariates,100,1300,0.27879492670701367,0.38870224697407346,6.0,0.3121547886247211,0.6243893526455301,17.0,0.8017307692307692 weekly,foottraffic__service,foottraffic,service,4w,4,t0-gamma,100,1300,0.28017436015202457,0.3906254845521748,7.0,0.26429494006020976,0.5286574242821483,6.0,0.7934615384615384 weekly,foottraffic__service,foottraffic,service,4w,4,TimesFM-2.5,100,1300,0.28247177699039533,0.39382859551928806,8.0,0.285808122822991,0.5716892877937696,11.0,0.8226923076923077 weekly,foottraffic__service,foottraffic,service,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.2830700834092597,0.39466276797765565,9.0,0.24010031277351276,0.4802619864431268,3.0,0.7432692307692308 weekly,foottraffic__service,foottraffic,service,4w,4,PatchTST-FM-r2,100,1300,0.2841304334363617,0.39614113217524627,10.0,0.2741831256773177,0.5484363225765053,8.0,0.7873076923076923 weekly,foottraffic__service,foottraffic,service,4w,4,t0-beta,100,1300,0.28848448813480093,0.402211654565024,11.0,0.2786140313459851,0.5572992662919668,10.0,0.8292307692307692 weekly,foottraffic__service,foottraffic,service,4w,4,Chronos-2,100,1300,0.28874495895966723,0.4025748089311833,12.0,0.2768180072341545,0.5537067590699493,9.0,0.7905769230769231 weekly,foottraffic__service,foottraffic,service,4w,4,Toto-2.0-22M,100,1300,0.30065646497451304,0.4191821023547163,13.0,0.29088443350973814,0.5818432064874091,12.0,0.796923076923077 weekly,foottraffic__service,foottraffic,service,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.3012537744649539,0.4200148848727328,14.0,0.29542572140773765,0.5909269428712126,15.0,0.7842307692307692 weekly,foottraffic__service,foottraffic,service,4w,4,t0-alpha,100,1300,0.3173189660351075,0.4424133414556609,15.0,0.3225117162091554,0.6451058546679163,18.0,0.8373076923076923 weekly,foottraffic__service,foottraffic,service,4w,4,TiRex-2,100,1300,0.32266374807972786,0.44986515851298453,16.0,0.29471327154869326,0.5895018610768855,14.0,0.7940384615384616 weekly,foottraffic__service,foottraffic,service,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.32428215037137603,0.4521215719086728,17.0,0.29259365915230645,0.5852620945883742,13.0,0.7982692307692307 weekly,foottraffic__service,foottraffic,service,4w,4,t0-alpha + past & calendar covariates,100,1300,0.32714029814219797,0.4561064667337854,18.0,0.2974060479542521,0.5948881020635883,16.0,0.7809615384615385 weekly,foottraffic__service,foottraffic,service,4w,4,AutoTheta,100,1300,0.40930563448382085,0.5706632531021861,19.0,0.41256733047789457,0.8252400981408049,19.0,0.8819230769230769 weekly,foottraffic__service,foottraffic,service,4w,4,AutoETS,100,1300,0.41257508891712424,0.5752216010592848,20.0,0.4187327814667277,0.8375725757832139,20.0,0.89 weekly,foottraffic__service,foottraffic,service,4w,4,Seasonal Naive,100,1300,0.7172454722794781,1.0,21.0,0.4999361172674151,1.0,21.0,0.9155769230769231 weekly,foottraffic__service,foottraffic,service,13w,13,t0-gamma + past & calendar covariates,100,400,0.29990517001232203,0.4039367962606363,1.0,0.24643337963758896,0.48785447185581615,1.0,0.8417307692307692 weekly,foottraffic__service,foottraffic,service,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.30481419130495535,0.4105486673852323,2.0,0.2628714963860222,0.5203963652324548,4.0,0.8646153846153847 weekly,foottraffic__service,foottraffic,service,13w,13,TimesFM-3.0,100,400,0.3075122597727891,0.4141826465291859,3.0,0.28729252148626727,0.5687417083835271,9.0,0.8582692307692308 weekly,foottraffic__service,foottraffic,service,13w,13,Timestral-209M + past & calendar covariates,100,400,0.31174630244521956,0.4198854012775022,4.0,0.2727911693332558,0.5400339517224505,7.0,0.8588461538461538 weekly,foottraffic__service,foottraffic,service,13w,13,Timestral-209M,100,400,0.314479245740725,0.4235663526899206,5.0,0.26203764829570564,0.5187456289551388,3.0,0.8457692307692308 weekly,foottraffic__service,foottraffic,service,13w,13,t0-gamma,100,400,0.3164396844005296,0.42620683171692253,6.0,0.27065143097045086,0.5357979958205714,5.0,0.8486538461538461 weekly,foottraffic__service,foottraffic,service,13w,13,Chronos-2,100,400,0.31867287735292105,0.4292146785192426,7.0,0.29170787591856945,0.5774826119404836,10.0,0.8303846153846153 weekly,foottraffic__service,foottraffic,service,13w,13,t0-beta + past & calendar covariates,100,400,0.3313398030534935,0.44627552940670984,8.0,0.37365856430881544,0.7397171674282167,18.0,0.8419230769230769 weekly,foottraffic__service,foottraffic,service,13w,13,PatchTST-FM-r2,100,400,0.3324981729563603,0.44783571667333666,9.0,0.27249239375953216,0.5394424774670686,6.0,0.83 weekly,foottraffic__service,foottraffic,service,13w,13,t0-beta,100,400,0.3374189697594287,0.4544634480178792,10.0,0.2821263696757603,0.5585144807784507,8.0,0.8730769230769231 weekly,foottraffic__service,foottraffic,service,13w,13,Chronos-2 + past & calendar covariates,100,400,0.3377916822783972,0.4549654477027535,11.0,0.2534022828777627,0.5016505355816356,2.0,0.7936538461538462 weekly,foottraffic__service,foottraffic,service,13w,13,TimesFM-2.5,100,400,0.34106251817513644,0.4593708768361321,12.0,0.3128738629326068,0.6193840841810778,11.0,0.8486538461538461 weekly,foottraffic__service,foottraffic,service,13w,13,Toto-2.0-22M,100,400,0.3538691039926811,0.47661983338450825,13.0,0.3367976708240452,0.6667451059745615,15.0,0.8361538461538461 weekly,foottraffic__service,foottraffic,service,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.3705909075374288,0.4991421251852385,14.0,0.32043344302310106,0.6343494876419379,12.0,0.8328846153846153 weekly,foottraffic__service,foottraffic,service,13w,13,t0-alpha,100,400,0.41230996868214176,0.5553327667173753,15.0,0.3633210351809554,0.7192523674876284,17.0,0.8715384615384616 weekly,foottraffic__service,foottraffic,service,13w,13,TiRex-2,100,400,0.41608353593171826,0.5604153155284057,16.0,0.32472199387988016,0.6428393631463748,14.0,0.8436538461538461 weekly,foottraffic__service,foottraffic,service,13w,13,t0-alpha + past & calendar covariates,100,400,0.4184807443966493,0.5636440718291168,17.0,0.3393315896898048,0.671761405518879,16.0,0.8196153846153846 weekly,foottraffic__service,foottraffic,service,13w,13,TiRex-2 + past & calendar covariates,100,400,0.4244146533548281,0.5716363454327047,18.0,0.32341328489595755,0.6402485634296179,13.0,0.8401923076923077 weekly,foottraffic__service,foottraffic,service,13w,13,AutoTheta,100,400,0.6650952676814853,0.8958046692703941,19.0,0.6534985898930866,1.2937054627082805,20.0,0.865 weekly,foottraffic__service,foottraffic,service,13w,13,AutoETS,100,400,0.6966237003121734,0.9382697393705067,20.0,0.6706399818744483,1.3276396024106163,21.0,0.8553846153846153 weekly,foottraffic__service,foottraffic,service,13w,13,Seasonal Naive,100,400,0.7424556831381391,1.0,21.0,0.5051370723325491,1.0,19.0,0.9153846153846154 weekly,foottraffic__service,foottraffic,service,26w,26,Timestral-209M + past & calendar covariates,100,200,0.327004252535867,0.417665518702227,1.0,0.2980660536867577,0.5828757014595283,4.0,0.8469230769230769 weekly,foottraffic__service,foottraffic,service,26w,26,t0-gamma + past & calendar covariates,100,200,0.327080824737428,0.41776332039145625,2.0,0.2858596647801417,0.5590057994420758,1.0,0.880576923076923 weekly,foottraffic__service,foottraffic,service,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.3365657466688633,0.42987791770210904,3.0,0.29287765798130494,0.572729662523328,2.0,0.8830769230769231 weekly,foottraffic__service,foottraffic,service,26w,26,Chronos-2,100,200,0.3450687300140146,0.440738335943855,4.0,0.3153314241885783,0.6166385698497117,8.0,0.8651923076923077 weekly,foottraffic__service,foottraffic,service,26w,26,TimesFM-3.0,100,200,0.345883301006817,0.4417787450932476,5.0,0.33212561543866054,0.6494800353042933,11.0,0.8788461538461538 weekly,foottraffic__service,foottraffic,service,26w,26,t0-gamma,100,200,0.3554196480699639,0.4539590250491385,6.0,0.3020178172623873,0.5906034750105814,5.0,0.8865384615384616 weekly,foottraffic__service,foottraffic,service,26w,26,Timestral-209M,100,200,0.3582498541873469,0.4575739000756378,7.0,0.29325114598400776,0.5734600277523417,3.0,0.8696153846153847 weekly,foottraffic__service,foottraffic,service,26w,26,PatchTST-FM-r2,100,200,0.36853640812872746,0.4707123802460567,8.0,0.3123829684095063,0.6108727900529453,7.0,0.8607692307692308 weekly,foottraffic__service,foottraffic,service,26w,26,Chronos-2 + past & calendar covariates,100,200,0.3703962455301376,0.47308785379705154,9.0,0.3042536234508195,0.5949756505209787,6.0,0.8542307692307692 weekly,foottraffic__service,foottraffic,service,26w,26,Toto-2.0-22M,100,200,0.37105578471614753,0.47393024888547336,10.0,0.369662130631012,0.7228836394801691,16.0,0.8503846153846153 weekly,foottraffic__service,foottraffic,service,26w,26,t0-beta + past & calendar covariates,100,200,0.37663510879853024,0.48105642926020903,11.0,0.3653206836219772,0.7143938301260322,15.0,0.8753846153846153 weekly,foottraffic__service,foottraffic,service,26w,26,t0-beta,100,200,0.37719936747344723,0.48177712750897445,12.0,0.3208008142005531,0.6273341002543107,9.0,0.9015384615384616 weekly,foottraffic__service,foottraffic,service,26w,26,TimesFM-2.5,100,200,0.39394864728217066,0.5031701111932827,13.0,0.32679804890608016,0.6390618442981699,10.0,0.8628846153846154 weekly,foottraffic__service,foottraffic,service,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.4173247271011423,0.533027161757922,14.0,0.3559673319768097,0.6961031145824765,14.0,0.8467307692307692 weekly,foottraffic__service,foottraffic,service,26w,26,t0-alpha,100,200,0.43343673117688314,0.5536061863040587,15.0,0.37801503106639067,0.739217947397063,17.0,0.9075 weekly,foottraffic__service,foottraffic,service,26w,26,TiRex-2,100,200,0.4674558171890935,0.5970569949552613,16.0,0.35218440258314004,0.6887055005414483,13.0,0.869423076923077 weekly,foottraffic__service,foottraffic,service,26w,26,t0-alpha + past & calendar covariates,100,200,0.47955207088895585,0.6125069104738755,17.0,0.4008448539193621,0.7838622429987586,18.0,0.8751923076923077 weekly,foottraffic__service,foottraffic,service,26w,26,TiRex-2 + past & calendar covariates,100,200,0.48482634960927223,0.6192434722782498,18.0,0.341853167767514,0.6685025097425378,12.0,0.8619230769230769 weekly,foottraffic__service,foottraffic,service,26w,26,AutoETS,100,200,0.5004139774765076,0.6391527383750021,19.0,0.633031117445484,1.2379083497193906,21.0,0.9796153846153847 weekly,foottraffic__service,foottraffic,service,26w,26,AutoTheta,100,200,0.5186357401171798,0.662426447771642,20.0,0.6224196311523101,1.217157320072915,20.0,0.9763461538461539 weekly,foottraffic__service,foottraffic,service,26w,26,Seasonal Naive,100,200,0.7829333231815179,1.0,21.0,0.5113715547592677,1.0,19.0,0.9098076923076923 weekly,job_openings,job_openings,original,1w,1,t0-beta + past & calendar covariates,100,5200,0.5075726909470039,0.3922388093050195,1.0,2.2721011806462212,0.2422300331335303,1.0,0.8140384615384615 weekly,job_openings,job_openings,original,1w,1,t0-gamma + past & calendar covariates,100,5200,0.5126670259245657,0.39617557722307206,2.0,2.3086849478142812,0.24613024990589613,4.0,0.791923076923077 weekly,job_openings,job_openings,original,1w,1,t0-beta,100,5200,0.5128087798606984,0.396285120932012,3.0,2.3060833061999353,0.2458528873747674,3.0,0.8238461538461539 weekly,job_openings,job_openings,original,1w,1,Toto-2.0-22M,100,5200,0.5138378312728071,0.39708034476457504,4.0,2.2841721681466587,0.24351692815699658,2.0,0.8296153846153846 weekly,job_openings,job_openings,original,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.5141997903201596,0.39736005718465384,5.0,2.3146303167780777,0.24676408916154138,9.0,0.8434615384615385 weekly,job_openings,job_openings,original,1w,1,PatchTST-FM-r2,100,5200,0.5146992623890198,0.39774603604652936,6.0,2.3111848069715766,0.2463967613498665,5.0,0.8053846153846154 weekly,job_openings,job_openings,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.5150464141990471,0.3980143058235324,7.0,2.3128788377993117,0.2465773629652465,7.0,0.8136538461538462 weekly,job_openings,job_openings,original,1w,1,t0-gamma,100,5200,0.5170922231117228,0.3995952530775629,8.0,2.3132255553921452,0.24661432673020353,8.0,0.8028846153846154 weekly,job_openings,job_openings,original,1w,1,Timestral-209M,100,5200,0.5171126443249816,0.39961103405340354,9.0,2.325062898429014,0.24787631278102637,10.0,0.8469230769230769 weekly,job_openings,job_openings,original,1w,1,t0-alpha + past & calendar covariates,100,5200,0.5197532931701693,0.40165165794295243,10.0,2.36946442886424,0.2526099858586687,16.0,0.7365384615384616 weekly,job_openings,job_openings,original,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5201821813808393,0.40198309145795164,11.0,2.3507960456837105,0.2506197386307336,12.0,0.8153846153846154 weekly,job_openings,job_openings,original,1w,1,TiRex-2,100,5200,0.5212925023040063,0.4028411182285348,12.0,2.3509686518825013,0.2506381402783399,13.0,0.8175 weekly,job_openings,job_openings,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.5214214471230011,0.40294076338906193,13.0,2.3126346440868946,0.24655132933102558,6.0,0.8532692307692308 weekly,job_openings,job_openings,original,1w,1,Chronos-2,100,5200,0.5216757457106608,0.4031372786409867,14.0,2.3534654451985015,0.25090432487118025,14.0,0.7384615384615385 weekly,job_openings,job_openings,original,1w,1,TimesFM-2.5,100,5200,0.5249584323946752,0.40567405246515936,15.0,2.361107739368813,0.25171907431361673,15.0,0.8540384615384615 weekly,job_openings,job_openings,original,1w,1,t0-alpha,100,5200,0.5268844620077975,0.40716243743072517,16.0,2.4572406505591857,0.26196786009006867,18.0,0.8003846153846154 weekly,job_openings,job_openings,original,1w,1,TimesFM-3.0,100,5200,0.527624598095945,0.4077343951091357,17.0,2.3396573034950037,0.24943223082411872,11.0,0.8388461538461538 weekly,job_openings,job_openings,original,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.5320887211700428,0.4111841518639924,18.0,2.428483228482712,0.25890201453629014,17.0,0.6363461538461539 weekly,job_openings,job_openings,original,1w,1,AutoTheta,100,5200,0.5898275662572093,0.4558032108708565,19.0,3.5871549203866055,0.38242867994691165,20.0,0.8907692307692308 weekly,job_openings,job_openings,original,1w,1,AutoETS,100,5200,0.5996050020071426,0.4633589557425021,20.0,3.4733323976577006,0.37029399435860394,19.0,0.8875 weekly,job_openings,job_openings,original,1w,1,Seasonal Naive,100,5200,1.2940399545020453,1.0,21.0,9.379931758477348,1.0,21.0,0.7478846153846154 weekly,job_openings,job_openings,original,4w,4,t0-beta + past & calendar covariates,100,1300,0.5850252249713257,0.44843851806349183,1.0,2.871004573037606,0.3046308557111179,2.0,0.7884615384615384 weekly,job_openings,job_openings,original,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.5858391020852542,0.4490623780805942,2.0,2.8814179097619945,0.3057357733789439,4.0,0.8367307692307693 weekly,job_openings,job_openings,original,4w,4,t0-gamma + past & calendar covariates,100,1300,0.5882604917160263,0.4509184422831779,3.0,2.9095209287007657,0.30871767274189954,12.0,0.78 weekly,job_openings,job_openings,original,4w,4,Toto-2.0-22M,100,1300,0.589586326865648,0.4519347327341101,4.0,2.8747091101300417,0.30502392938124734,3.0,0.8132692307692307 weekly,job_openings,job_openings,original,4w,4,Timestral-209M,100,1300,0.5896041422080737,0.45194838870211823,5.0,2.870405762312909,0.304567318291085,1.0,0.8342307692307692 weekly,job_openings,job_openings,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.5912476429953042,0.45320817892312615,6.0,2.916437223838233,0.3094515332609193,15.0,0.7975 weekly,job_openings,job_openings,original,4w,4,PatchTST-FM-r2,100,1300,0.5921594901586383,0.45390713577690284,7.0,2.901125459575848,0.30782686296484857,9.0,0.7973076923076923 weekly,job_openings,job_openings,original,4w,4,TiRex-2,100,1300,0.5932826849663284,0.4547680966270642,8.0,2.8994694115224253,0.30765114630443274,8.0,0.8151923076923077 weekly,job_openings,job_openings,original,4w,4,t0-beta,100,1300,0.5934117621395125,0.45486703796119443,9.0,2.8991472950623303,0.3076169678103269,7.0,0.8057692307692308 weekly,job_openings,job_openings,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.5939582703583013,0.4552859520956323,10.0,2.8816760761723033,0.30576316638807627,5.0,0.8444230769230769 weekly,job_openings,job_openings,original,4w,4,TimesFM-2.5,100,1300,0.594937552232822,0.4560365995785643,11.0,2.9159358935782786,0.30939833910458875,14.0,0.8376923076923077 weekly,job_openings,job_openings,original,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.5951115471540397,0.4561699716474786,12.0,2.9088951980138407,0.3086512789519374,11.0,0.8153846153846154 weekly,job_openings,job_openings,original,4w,4,t0-gamma,100,1300,0.595563099243295,0.45651609920077174,13.0,2.915286492096976,0.3093294337009516,13.0,0.8001923076923076 weekly,job_openings,job_openings,original,4w,4,t0-alpha + past & calendar covariates,100,1300,0.5957469128333861,0.4566569975593757,14.0,3.001564160367772,0.3184840133073103,17.0,0.7132692307692308 weekly,job_openings,job_openings,original,4w,4,Chronos-2,100,1300,0.5981470191593431,0.4584967475018841,15.0,2.8953537725724843,0.30721445225424104,6.0,0.7338461538461538 weekly,job_openings,job_openings,original,4w,4,TimesFM-3.0,100,1300,0.5982149984092244,0.45854885553547764,16.0,2.9013825076719235,0.3078541373141136,10.0,0.8284615384615385 weekly,job_openings,job_openings,original,4w,4,t0-alpha,100,1300,0.6005463302093274,0.46033588784268065,17.0,3.0519298945760296,0.32382812068159667,18.0,0.7863461538461538 weekly,job_openings,job_openings,original,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.6115963945172295,0.4688060772485901,18.0,2.9871773532071932,0.31695748652381545,16.0,0.6178846153846154 weekly,job_openings,job_openings,original,4w,4,AutoTheta,100,1300,0.6681244221903814,0.5121364224658288,19.0,4.060455529758999,0.430838757354784,20.0,0.879423076923077 weekly,job_openings,job_openings,original,4w,4,AutoETS,100,1300,0.6744464954917239,0.5169824719374251,20.0,4.0406324004868575,0.4287354040930874,19.0,0.8778846153846154 weekly,job_openings,job_openings,original,4w,4,Seasonal Naive,100,1300,1.3045829058076035,1.0,21.0,9.4245363501857,1.0,21.0,0.7440384615384615 weekly,job_openings,job_openings,original,13w,13,TimesFM-2.5,100,400,0.7980515163429287,0.598031980053906,1.0,4.833250077061321,0.505969150230542,8.0,0.765 weekly,job_openings,job_openings,original,13w,13,t0-alpha + past & calendar covariates,100,400,0.8046384493866031,0.6029679980050309,2.0,4.844240756837326,0.5071197103749702,10.0,0.6678846153846153 weekly,job_openings,job_openings,original,13w,13,t0-alpha,100,400,0.8052574239530902,0.6034318359628805,3.0,4.7515893033930725,0.49742048595674676,3.0,0.72 weekly,job_openings,job_openings,original,13w,13,t0-beta + past & calendar covariates,100,400,0.8052874219923484,0.6034543154475352,4.0,4.692749220581454,0.4912608074329757,1.0,0.7284615384615385 weekly,job_openings,job_openings,original,13w,13,t0-gamma + past & calendar covariates,100,400,0.8139747933265294,0.6099643286159224,5.0,4.832802491700304,0.5059222947231383,7.0,0.7086538461538461 weekly,job_openings,job_openings,original,13w,13,TimesFM-3.0,100,400,0.817073826481677,0.6122866360059497,6.0,4.8959870808035975,0.5125367782169652,14.0,0.7336538461538461 weekly,job_openings,job_openings,original,13w,13,Timestral-209M,100,400,0.820326438163094,0.6147240297886192,7.0,4.808103820264922,0.5033367124340502,6.0,0.7765384615384616 weekly,job_openings,job_openings,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.8217959389015338,0.6158252224037614,8.0,4.886675745250445,0.5115620203496453,13.0,0.7669230769230769 weekly,job_openings,job_openings,original,13w,13,TiRex-2,100,400,0.8230898654980282,0.6167948458788121,9.0,4.793211732606776,0.5017777331101142,4.0,0.7569230769230769 weekly,job_openings,job_openings,original,13w,13,Timestral-209M + past & calendar covariates,100,400,0.8246492453362023,0.6179633907574095,10.0,4.896265226707122,0.5125658959419334,15.0,0.7721153846153846 weekly,job_openings,job_openings,original,13w,13,t0-beta,100,400,0.8251606692962739,0.6183466340408633,11.0,4.841282479342097,0.5068100228714183,9.0,0.7275 weekly,job_openings,job_openings,original,13w,13,t0-gamma,100,400,0.8256881432759303,0.6187419046493654,12.0,4.8467238009200955,0.50737964803276,11.0,0.7276923076923077 weekly,job_openings,job_openings,original,13w,13,Chronos-2,100,400,0.8278434747388254,0.6203570348960119,13.0,4.806676309763412,0.5031872733891264,5.0,0.6665384615384616 weekly,job_openings,job_openings,original,13w,13,TiRex-2 + past & calendar covariates,100,400,0.8305020354912895,0.6223492676257679,14.0,4.862336637539438,0.509014079016265,12.0,0.7596153846153847 weekly,job_openings,job_openings,original,13w,13,PatchTST-FM-r2,100,400,0.8314580960154658,0.6230657060468671,15.0,4.9460116182651035,0.5177736007083567,17.0,0.7142307692307692 weekly,job_openings,job_openings,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.8378132262639436,0.6278280190657229,16.0,5.019928814429358,0.5255116279848993,18.0,0.7230769230769231 weekly,job_openings,job_openings,original,13w,13,Toto-2.0-22M,100,400,0.839458217321905,0.6290607180073547,17.0,4.944075795396214,0.5175709489447705,16.0,0.7501923076923077 weekly,job_openings,job_openings,original,13w,13,Chronos-2 + past & calendar covariates,100,400,0.8450553550519306,0.6332550178624075,18.0,4.719906020311112,0.4941037190686489,2.0,0.5675 weekly,job_openings,job_openings,original,13w,13,AutoTheta,100,400,0.9061804919798031,0.6790600641776554,19.0,5.94035681880401,0.6218667033061813,19.0,0.8488461538461539 weekly,job_openings,job_openings,original,13w,13,AutoETS,100,400,0.9262749140500002,0.694118123428952,20.0,6.189950041153097,0.6479953886838795,20.0,0.8378846153846153 weekly,job_openings,job_openings,original,13w,13,Seasonal Naive,100,400,1.3344629433880661,1.0,21.0,9.552460016305496,1.0,21.0,0.7351923076923077 weekly,job_openings,job_openings,original,26w,26,t0-beta + past & calendar covariates,100,200,0.832305498370486,0.6076811921414444,1.0,5.015851761885786,0.5213243168140065,4.0,0.7328846153846154 weekly,job_openings,job_openings,original,26w,26,t0-alpha,100,200,0.8357871814940333,0.6102232315191949,2.0,4.854810867204622,0.5045864747914962,1.0,0.7180769230769231 weekly,job_openings,job_openings,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.8374139545539272,0.6114109677462357,3.0,5.114443454956344,0.5315714791053858,7.0,0.6834615384615383 weekly,job_openings,job_openings,original,26w,26,TimesFM-2.5,100,200,0.8384282068313991,0.6121514915494702,4.0,4.992808614520438,0.5189293191889235,3.0,0.7536538461538461 weekly,job_openings,job_openings,original,26w,26,TiRex-2,100,200,0.8527317592137679,0.6225947720283244,5.0,4.971650424479808,0.5167302352662748,2.0,0.7825 weekly,job_openings,job_openings,original,26w,26,t0-beta,100,200,0.8619306727548597,0.6293110640124588,6.0,5.203026949278214,0.5407784357402015,11.0,0.7315384615384616 weekly,job_openings,job_openings,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.8648864761391383,0.631469149148038,7.0,5.09602704545707,0.5296573631075147,5.0,0.706923076923077 weekly,job_openings,job_openings,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.8784802302992806,0.6413941931972315,8.0,5.109057462188991,0.5310116840529998,6.0,0.7863461538461539 weekly,job_openings,job_openings,original,26w,26,Timestral-209M,100,200,0.8809619602061899,0.6432061487728661,9.0,5.182282707495598,0.5386223756753241,10.0,0.7803846153846153 weekly,job_openings,job_openings,original,26w,26,t0-gamma,100,200,0.8928105306336543,0.6518570028362239,10.0,5.12900671878671,0.5330851170531096,8.0,0.725 weekly,job_openings,job_openings,original,26w,26,TimesFM-3.0,100,200,0.8931074117656601,0.6520737610825347,11.0,5.145431833604768,0.534792267138003,9.0,0.7276923076923077 weekly,job_openings,job_openings,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.8948741457248391,0.6533636852757698,12.0,5.288532001035525,0.5496654333644628,13.0,0.7775 weekly,job_openings,job_openings,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.9030025017023068,0.6592983439560358,13.0,5.277713884557871,0.5485410486239125,12.0,0.7448076923076923 weekly,job_openings,job_openings,original,26w,26,PatchTST-FM-r2,100,200,0.9064528003746392,0.6618174689823055,14.0,5.400010503319052,0.5612519907033422,14.0,0.6982692307692308 weekly,job_openings,job_openings,original,26w,26,Chronos-2,100,200,0.9122936354280833,0.666081967553236,15.0,5.538661123148783,0.5756626916351013,16.0,0.650576923076923 weekly,job_openings,job_openings,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.9143408190525821,0.6675766530838536,16.0,5.496007815094913,0.5712295050624819,15.0,0.7334615384615384 weekly,job_openings,job_openings,original,26w,26,Toto-2.0-22M,100,200,0.9305282900284184,0.6793954163620131,17.0,5.565861424195797,0.5784897644900492,17.0,0.7503846153846153 weekly,job_openings,job_openings,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.9547113532696876,0.6970519051499134,18.0,5.695663216590135,0.5919807594304122,18.0,0.5890384615384615 weekly,job_openings,job_openings,original,26w,26,AutoTheta,100,200,1.0139374564745955,0.7402939467703452,19.0,6.747980942662061,0.7013537723620108,19.0,0.8484615384615384 weekly,job_openings,job_openings,original,26w,26,AutoETS,100,200,1.0697182169820616,0.7810204818107814,20.0,7.660393514652502,0.7961856939032077,20.0,0.8398076923076923 weekly,job_openings,job_openings,original,26w,26,Seasonal Naive,100,200,1.369641695569801,1.0,21.0,9.621365434360312,1.0,21.0,0.7259615384615384 weekly,job_openings__company,job_openings,company,1w,1,t0-beta + past & calendar covariates,100,5200,0.6022542133443267,0.4358633220691801,1.0,2.6161817916389682,0.2455456817077008,1.0,0.8078846153846154 weekly,job_openings__company,job_openings,company,1w,1,t0-gamma + past & calendar covariates,100,5200,0.605053021928547,0.4378888753659846,2.0,2.6474328212325697,0.2484787941504799,3.0,0.7842307692307692 weekly,job_openings__company,job_openings,company,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.6064757590305245,0.4389185384317778,3.0,2.6381071236255167,0.24760351675819703,2.0,0.8321153846153846 weekly,job_openings__company,job_openings,company,1w,1,PatchTST-FM-r2,100,5200,0.6076605364562833,0.439775985359108,4.0,2.6636291642213608,0.24999892631142695,7.0,0.7951923076923076 weekly,job_openings__company,job_openings,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.6080534218043692,0.44006032427980746,5.0,2.653328578579538,0.2490321493345773,5.0,0.8075 weekly,job_openings__company,job_openings,company,1w,1,t0-gamma,100,5200,0.6098138856113638,0.44133440686204184,6.0,2.6640986216794764,0.2500429879481046,8.0,0.7840384615384616 weekly,job_openings__company,job_openings,company,1w,1,Toto-2.0-22M,100,5200,0.610286624030749,0.4416765370346125,7.0,2.664554935865963,0.2500858160032312,9.0,0.8225 weekly,job_openings__company,job_openings,company,1w,1,t0-beta,100,5200,0.6103188942519374,0.4416998916338822,8.0,2.6503368742104993,0.24875135841587612,4.0,0.8109615384615385 weekly,job_openings__company,job_openings,company,1w,1,Timestral-209M,100,5200,0.610799050557906,0.44204739027813367,9.0,2.658495733187552,0.24951712041142243,6.0,0.8301923076923077 weekly,job_openings__company,job_openings,company,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.6131238155808784,0.44372986884530924,10.0,2.672745708094184,0.2508545732650235,11.0,0.813076923076923 weekly,job_openings__company,job_openings,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.6137566387407392,0.444187855520417,11.0,2.667555924436937,0.2503674783046859,10.0,0.8411538461538461 weekly,job_openings__company,job_openings,company,1w,1,Chronos-2,100,5200,0.6139600340022172,0.44433505670622303,12.0,2.7126221961182466,0.2545972410976909,17.0,0.7357692307692307 weekly,job_openings__company,job_openings,company,1w,1,TiRex-2,100,5200,0.6141262589905818,0.44445535702797123,13.0,2.6771266417893,0.25126575239413496,12.0,0.8092307692307692 weekly,job_openings__company,job_openings,company,1w,1,t0-alpha + past & calendar covariates,100,5200,0.6157205159860136,0.4456091524433694,14.0,2.6889955292726087,0.25237972470199027,13.0,0.739423076923077 weekly,job_openings__company,job_openings,company,1w,1,TimesFM-2.5,100,5200,0.617561097428259,0.44694121774765533,15.0,2.7030650104067435,0.25370023704077177,15.0,0.8442307692307692 weekly,job_openings__company,job_openings,company,1w,1,t0-alpha,100,5200,0.6179306688859746,0.44720868394337915,16.0,2.7107094975594666,0.25441772189416384,16.0,0.7840384615384616 weekly,job_openings__company,job_openings,company,1w,1,TimesFM-3.0,100,5200,0.6204070565038027,0.4490008947904296,17.0,2.695192287503042,0.2529613307772761,14.0,0.8217307692307693 weekly,job_openings__company,job_openings,company,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.6246770465902945,0.4520911713265885,18.0,2.77327650091656,0.2602900422125852,18.0,0.6528846153846154 weekly,job_openings__company,job_openings,company,1w,1,AutoTheta,100,5200,0.7018824001069366,0.5079662173116131,19.0,3.8464773179743954,0.36101692100820576,20.0,0.8721153846153846 weekly,job_openings__company,job_openings,company,1w,1,AutoETS,100,5200,0.7099343646387873,0.5137935837829027,20.0,3.787056276081857,0.35543986964047775,19.0,0.870576923076923 weekly,job_openings__company,job_openings,company,1w,1,Seasonal Naive,100,5200,1.381750156184826,1.0,21.0,10.654562415613109,1.0,21.0,0.7213461538461539 weekly,job_openings__company,job_openings,company,4w,4,t0-beta + past & calendar covariates,100,1300,0.6706540991463815,0.48066778642003044,1.0,3.0668536640354884,0.28628808366025527,1.0,0.7801923076923077 weekly,job_openings__company,job_openings,company,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.6736549164748866,0.4828185169151982,2.0,3.092969380993448,0.28872596279644785,3.0,0.8271153846153846 weekly,job_openings__company,job_openings,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.6755753383143608,0.4841949118641707,3.0,3.1309671456901316,0.2922730206055488,9.0,0.8 weekly,job_openings__company,job_openings,company,4w,4,Timestral-209M,100,1300,0.6763330747422045,0.4847379928532007,4.0,3.0927802455004585,0.288708307165051,2.0,0.8190384615384615 weekly,job_openings__company,job_openings,company,4w,4,PatchTST-FM-r2,100,1300,0.6780958176657564,0.486001376973524,5.0,3.1307492624523743,0.29225268139754196,8.0,0.7886538461538461 weekly,job_openings__company,job_openings,company,4w,4,Toto-2.0-22M,100,1300,0.6788814846968007,0.4865644762420678,6.0,3.1406850681232354,0.2931801800905799,12.0,0.8107692307692308 weekly,job_openings__company,job_openings,company,4w,4,t0-gamma + past & calendar covariates,100,1300,0.679453998924535,0.4869748057202433,7.0,3.144567033501217,0.29354255813356595,14.0,0.7767307692307692 weekly,job_openings__company,job_openings,company,4w,4,t0-beta,100,1300,0.6795640914269853,0.48705371065726166,8.0,3.107576478946951,0.29008952250260067,4.0,0.7848076923076923 weekly,job_openings__company,job_openings,company,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.6807856282774366,0.487929204320365,9.0,3.1345049230899615,0.29260326900445055,10.0,0.8090384615384615 weekly,job_openings__company,job_openings,company,4w,4,t0-gamma,100,1300,0.6812335830698076,0.4882502601951286,10.0,3.14351506405774,0.29344435771416744,13.0,0.7819230769230769 weekly,job_openings__company,job_openings,company,4w,4,TiRex-2,100,1300,0.6813049984395714,0.4883014446548142,11.0,3.136102399932177,0.29275239205822146,11.0,0.8078846153846154 weekly,job_openings__company,job_openings,company,4w,4,TimesFM-2.5,100,1300,0.683475409900087,0.48985701089033645,12.0,3.115976069100568,0.29087361683250307,6.0,0.835 weekly,job_openings__company,job_openings,company,4w,4,Chronos-2,100,1300,0.6846083569191287,0.4906690109011722,13.0,3.1990111881506227,0.298624871934144,17.0,0.7340384615384615 weekly,job_openings__company,job_openings,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.6854837190503459,0.4912963959845761,14.0,3.1168529837457726,0.29095547604093325,7.0,0.8311538461538461 weekly,job_openings__company,job_openings,company,4w,4,t0-alpha,100,1300,0.6866050060341637,0.49210003907441824,15.0,3.155889735164394,0.29459952234383163,15.0,0.7746153846153846 weekly,job_openings__company,job_openings,company,4w,4,TimesFM-3.0,100,1300,0.6877114186301919,0.4928930214688851,16.0,3.1152568727329317,0.2908064804861294,5.0,0.8125 weekly,job_openings__company,job_openings,company,4w,4,t0-alpha + past & calendar covariates,100,1300,0.6969042128639236,0.49948163408001617,17.0,3.1700345705215147,0.2959199302444654,16.0,0.7230769230769231 weekly,job_openings__company,job_openings,company,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.7066998270915775,0.5065022967635425,18.0,3.287444779989294,0.306880069707543,18.0,0.6338461538461538 weekly,job_openings__company,job_openings,company,4w,4,AutoTheta,100,1300,0.7737085371164772,0.5545284377496728,19.0,4.223843028116048,0.3942920199883004,19.0,0.8630769230769231 weekly,job_openings__company,job_openings,company,4w,4,AutoETS,100,1300,0.7820078742682166,0.5604766963565427,20.0,4.288664291953859,0.4003430277759181,20.0,0.8646153846153846 weekly,job_openings__company,job_openings,company,4w,4,Seasonal Naive,100,1300,1.395254930939624,1.0,21.0,10.712474039523752,1.0,21.0,0.7180769230769231 weekly,job_openings__company,job_openings,company,13w,13,TimesFM-2.5,100,400,0.9155242689368144,0.6376686645881763,1.0,4.771486373468493,0.4389502461994484,6.0,0.7521153846153846 weekly,job_openings__company,job_openings,company,13w,13,t0-beta + past & calendar covariates,100,400,0.9167744358952512,0.6385394140832438,2.0,4.684272654978164,0.4309270684709808,1.0,0.713076923076923 weekly,job_openings__company,job_openings,company,13w,13,Timestral-209M,100,400,0.9172787039412192,0.6388906400882521,3.0,4.800794471624996,0.4416464284568197,9.0,0.7480769230769231 weekly,job_openings__company,job_openings,company,13w,13,t0-beta,100,400,0.9182715268859135,0.6395821477880436,4.0,4.762454718390578,0.4381193840928136,3.0,0.7001923076923078 weekly,job_openings__company,job_openings,company,13w,13,Chronos-2,100,400,0.9203443618733859,0.6410258909669198,5.0,4.872270303419708,0.4482218080152848,15.0,0.6557692307692308 weekly,job_openings__company,job_openings,company,13w,13,Timestral-209M + past & calendar covariates,100,400,0.9231046387877382,0.6429484419615674,6.0,4.818000205530811,0.4432292604179449,11.0,0.7484615384615385 weekly,job_openings__company,job_openings,company,13w,13,t0-alpha,100,400,0.9231217819577547,0.642960382292045,7.0,4.7708944394728,0.4388957915593622,5.0,0.7007692307692308 weekly,job_openings__company,job_openings,company,13w,13,Toto-2.0-22M,100,400,0.9248528769816299,0.644166101342433,8.0,4.950660051725328,0.45543322949384,17.0,0.7432692307692308 weekly,job_openings__company,job_openings,company,13w,13,TimesFM-3.0,100,400,0.9251297132763763,0.6443589196394133,9.0,4.729113018455221,0.43505213287384087,2.0,0.7211538461538461 weekly,job_openings__company,job_openings,company,13w,13,t0-gamma + past & calendar covariates,100,400,0.9261462856060696,0.6450669689417934,10.0,4.790844644799224,0.4407310996487779,8.0,0.6926923076923077 weekly,job_openings__company,job_openings,company,13w,13,t0-gamma,100,400,0.9276331452339628,0.646102576435246,11.0,4.7809554698572025,0.43982135047718923,7.0,0.7128846153846153 weekly,job_openings__company,job_openings,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.9279854431998086,0.6463479542816235,12.0,4.808023457096825,0.4423114549714663,10.0,0.745 weekly,job_openings__company,job_openings,company,13w,13,PatchTST-FM-r2,100,400,0.9285120032146702,0.646714706789334,13.0,4.842973724492521,0.4455266854630343,12.0,0.7048076923076922 weekly,job_openings__company,job_openings,company,13w,13,TiRex-2,100,400,0.9313329043944226,0.6486794829828879,14.0,4.850997148033045,0.4462647958678044,14.0,0.745 weekly,job_openings__company,job_openings,company,13w,13,TiRex-2 + past & calendar covariates,100,400,0.934506837214918,0.6508901480322025,15.0,4.846675057038073,0.4458671875005483,13.0,0.7511538461538462 weekly,job_openings__company,job_openings,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.9349184099550544,0.6511768111480677,16.0,4.919852301364767,0.45259908756255135,16.0,0.7275 weekly,job_openings__company,job_openings,company,13w,13,t0-alpha + past & calendar covariates,100,400,0.9365166824869646,0.6522900184606982,17.0,4.764022005012318,0.43826356575752573,4.0,0.6451923076923077 weekly,job_openings__company,job_openings,company,13w,13,Chronos-2 + past & calendar covariates,100,400,0.9374001302175686,0.6529053456057251,18.0,4.983471598752484,0.4584517095896525,18.0,0.5886538461538461 weekly,job_openings__company,job_openings,company,13w,13,AutoTheta,100,400,1.0153720125307317,0.7072132735952262,19.0,5.796233553635218,0.5332212954740575,19.0,0.8298076923076922 weekly,job_openings__company,job_openings,company,13w,13,AutoETS,100,400,1.020294021269535,0.7106414849993967,20.0,5.9024902512289374,0.5429963215180278,20.0,0.8223076923076923 weekly,job_openings__company,job_openings,company,13w,13,Seasonal Naive,100,400,1.4357366447167115,1.0,21.0,10.870221431201669,1.0,21.0,0.7098076923076923 weekly,job_openings__company,job_openings,company,26w,26,t0-beta,100,200,1.00665138372047,0.6771369831567015,1.0,5.2792547041637565,0.4804172250838682,3.0,0.7005769230769231 weekly,job_openings__company,job_openings,company,26w,26,t0-beta + past & calendar covariates,100,200,1.0078916714762554,0.6779712786464615,2.0,5.2279270055585,0.47574635544114563,2.0,0.6988461538461539 weekly,job_openings__company,job_openings,company,26w,26,TimesFM-2.5,100,200,1.0207086739691866,0.6865928000008545,3.0,5.337243121536185,0.4856942265020977,7.0,0.7171153846153847 weekly,job_openings__company,job_openings,company,26w,26,t0-alpha,100,200,1.0227450567839622,0.6879625990574585,4.0,5.118423975327225,0.46578147500442557,1.0,0.6682692307692308 weekly,job_openings__company,job_openings,company,26w,26,t0-gamma + past & calendar covariates,100,200,1.028752672009995,0.692003698603845,5.0,5.387399437682451,0.4902584992212022,11.0,0.6746153846153846 weekly,job_openings__company,job_openings,company,26w,26,PatchTST-FM-r2,100,200,1.0335055525072183,0.6952007847185031,6.0,5.583641595628689,0.5081167232032056,14.0,0.6798076923076922 weekly,job_openings__company,job_openings,company,26w,26,Timestral-209M,100,200,1.0341783519625354,0.6956533519138702,7.0,5.289396058584746,0.481340098031385,5.0,0.75 weekly,job_openings__company,job_openings,company,26w,26,TiRex-2,100,200,1.0371297618940256,0.6976386557135649,8.0,5.311665841567834,0.4833666695729166,6.0,0.7588461538461538 weekly,job_openings__company,job_openings,company,26w,26,t0-alpha + past & calendar covariates,100,200,1.0380465444403932,0.6982553412689592,9.0,5.3402447716867645,0.4859673795353993,8.0,0.6475 weekly,job_openings__company,job_openings,company,26w,26,t0-gamma,100,200,1.0412699452747198,0.7004236032430238,10.0,5.358858154242618,0.4876612151425079,9.0,0.7098076923076923 weekly,job_openings__company,job_openings,company,26w,26,Chronos-2,100,200,1.041284835120455,0.7004336190890097,11.0,5.593705547567056,0.5090325524508065,15.0,0.6365384615384615 weekly,job_openings__company,job_openings,company,26w,26,TiRex-2 + past & calendar covariates,100,200,1.0415784771653844,0.700631141182206,12.0,5.360687804166211,0.4878277150347131,10.0,0.775576923076923 weekly,job_openings__company,job_openings,company,26w,26,TimesFM-3.0,100,200,1.0441040573082885,0.7023300051050528,13.0,5.283408710257845,0.48079524360968956,4.0,0.6990384615384616 weekly,job_openings__company,job_openings,company,26w,26,Toto-2.0-22M,100,200,1.0497888780414983,0.7061539727897198,14.0,5.7618361173016135,0.5243325950306692,17.0,0.7207692307692308 weekly,job_openings__company,job_openings,company,26w,26,Timestral-209M + past & calendar covariates,100,200,1.0559800580457495,0.7103185495419659,15.0,5.489490868530639,0.4995489170285198,13.0,0.7467307692307692 weekly,job_openings__company,job_openings,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.056336992388502,0.7105586460122486,16.0,5.485055710475833,0.4991453134054898,12.0,0.7134615384615384 weekly,job_openings__company,job_openings,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.063514442231869,0.7153866498398832,17.0,5.672984618091782,0.5162470236599107,16.0,0.7113461538461539 weekly,job_openings__company,job_openings,company,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0942744880283748,0.7360777897411936,18.0,5.961247253736916,0.5424791990847435,18.0,0.5648076923076923 weekly,job_openings__company,job_openings,company,26w,26,AutoETS,100,200,1.1697452008894897,0.7868441341280521,19.0,6.84217629202174,0.6226445837430754,20.0,0.8161538461538461 weekly,job_openings__company,job_openings,company,26w,26,AutoTheta,100,200,1.1784689020777508,0.792712243783599,20.0,6.76581047563497,0.6156952214456168,19.0,0.8148076923076922 weekly,job_openings__company,job_openings,company,26w,26,Seasonal Naive,100,200,1.486628863524226,1.0,21.0,10.988895544372161,1.0,21.0,0.7042307692307692 weekly,job_openings__product,job_openings,product,1w,1,t0-beta + past & calendar covariates,100,5200,0.5876271601583803,0.41272017437812214,1.0,1.9740404019119326,0.2442376812233974,5.0,0.8094230769230769 weekly,job_openings__product,job_openings,product,1w,1,t0-gamma + past & calendar covariates,100,5200,0.5941437327928576,0.4172970918121704,2.0,2.00904798359506,0.24856898597645335,11.0,0.7794230769230769 weekly,job_openings__product,job_openings,product,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.595006794526639,0.4179032635710954,3.0,1.9401229650519511,0.240041254380411,1.0,0.8390384615384615 weekly,job_openings__product,job_openings,product,1w,1,t0-beta,100,5200,0.5973949619816934,0.4195805939521972,4.0,2.032480088651911,0.2514681176252917,13.0,0.8176923076923077 weekly,job_openings__product,job_openings,product,1w,1,Timestral-209M,100,5200,0.5975449478318317,0.41968593657490144,5.0,1.9501054530983946,0.24127633534984924,2.0,0.8405769230769231 weekly,job_openings__product,job_openings,product,1w,1,PatchTST-FM-r2,100,5200,0.5980643177201495,0.42005071622670564,6.0,2.060484255693894,0.2549329265604594,15.0,0.7884615384615384 weekly,job_openings__product,job_openings,product,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.5981275429704068,0.42009512250687875,7.0,2.007315602011573,0.24835464747530864,10.0,0.8173076923076923 weekly,job_openings__product,job_openings,product,1w,1,t0-gamma,100,5200,0.5985130893693987,0.4203659111766535,8.0,1.991059371157117,0.24634334916273148,7.0,0.7657692307692308 weekly,job_openings__product,job_openings,product,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.5988004392561687,0.420567731486224,9.0,1.9705133192364976,0.2438012937546824,4.0,0.8061538461538461 weekly,job_openings__product,job_openings,product,1w,1,Toto-2.0-22M,100,5200,0.5988463215923324,0.42059995696364627,10.0,1.9604805509542347,0.24255999187497504,3.0,0.8211538461538461 weekly,job_openings__product,job_openings,product,1w,1,TiRex-2,100,5200,0.5991016925296322,0.42077931684508035,11.0,1.9992249905963224,0.24735363849402006,9.0,0.8101923076923077 weekly,job_openings__product,job_openings,product,1w,1,t0-alpha + past & calendar covariates,100,5200,0.5998838445745643,0.4213286616512115,12.0,2.1501398642625364,0.26602554549787805,18.0,0.7342307692307692 weekly,job_openings__product,job_openings,product,1w,1,Chronos-2,100,5200,0.6022987308877399,0.42302475803315637,13.0,2.0507247919608815,0.2537254392213826,14.0,0.7357692307692307 weekly,job_openings__product,job_openings,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.6033668865975081,0.4237749776293366,14.0,1.9914948929771197,0.24639723399676863,8.0,0.8486538461538462 weekly,job_openings__product,job_openings,product,1w,1,t0-alpha,100,5200,0.6073254792645529,0.4265552967953096,15.0,2.0805136246851794,0.25741105549544036,16.0,0.7892307692307692 weekly,job_openings__product,job_openings,product,1w,1,TimesFM-3.0,100,5200,0.6109378834643279,0.4290924703508232,16.0,1.9866814518451354,0.2458016921326596,6.0,0.8353846153846154 weekly,job_openings__product,job_openings,product,1w,1,TimesFM-2.5,100,5200,0.6119463370365271,0.4298007581264565,17.0,2.0216807524187606,0.2501319723074036,12.0,0.8492307692307692 weekly,job_openings__product,job_openings,product,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.6150529335651558,0.43198267745889946,18.0,2.1078963519152305,0.2607989769370497,17.0,0.665 weekly,job_openings__product,job_openings,product,1w,1,AutoTheta,100,5200,0.6887694603944061,0.4837575099893046,19.0,2.5903384766147144,0.32048901456088336,20.0,0.8753846153846154 weekly,job_openings__product,job_openings,product,1w,1,AutoETS,100,5200,0.6989794961894713,0.4909285327728846,20.0,2.5449709158609326,0.31487592385081814,19.0,0.8732692307692308 weekly,job_openings__product,job_openings,product,1w,1,Seasonal Naive,100,5200,1.4237907343487735,1.0,21.0,8.082456368009542,1.0,21.0,0.7246153846153847 weekly,job_openings__product,job_openings,product,4w,4,t0-beta + past & calendar covariates,100,1300,0.6544482565990599,0.453660860235392,1.0,2.1621108591622176,0.2656800695764417,10.0,0.7926923076923077 weekly,job_openings__product,job_openings,product,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.6582484417063866,0.45629513304070524,2.0,2.088651663919154,0.2566534074973433,1.0,0.8357692307692308 weekly,job_openings__product,job_openings,product,4w,4,Timestral-209M,100,1300,0.6587968117624866,0.45667526092533045,3.0,2.105800866894266,0.2587607006642504,3.0,0.8340384615384615 weekly,job_openings__product,job_openings,product,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.6598731274472069,0.45742135856481764,4.0,2.1528570943187435,0.2645429674352449,9.0,0.8126923076923077 weekly,job_openings__product,job_openings,product,4w,4,TiRex-2,100,1300,0.6610955996853541,0.45826877133057814,5.0,2.137762573876954,0.2626881535508395,7.0,0.8044230769230769 weekly,job_openings__product,job_openings,product,4w,4,t0-gamma + past & calendar covariates,100,1300,0.6620325065494383,0.45891823134462056,6.0,2.149429546661169,0.2641217905578974,8.0,0.7721153846153846 weekly,job_openings__product,job_openings,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.6636252725319501,0.4600223302225593,7.0,2.096081401444214,0.2575663732568129,2.0,0.7978846153846154 weekly,job_openings__product,job_openings,product,4w,4,PatchTST-FM-r2,100,1300,0.666352325739659,0.4619127123752232,8.0,2.2323149308638746,0.27430674224459206,14.0,0.7853846153846153 weekly,job_openings__product,job_openings,product,4w,4,t0-beta,100,1300,0.6668321657903584,0.46224533553982133,9.0,2.1678035013068233,0.2663795811461855,11.0,0.7944230769230769 weekly,job_openings__product,job_openings,product,4w,4,Toto-2.0-22M,100,1300,0.6682976029589571,0.46326117060366917,10.0,2.1120633831259052,0.2595302383320785,4.0,0.8157692307692308 weekly,job_openings__product,job_openings,product,4w,4,t0-gamma,100,1300,0.6685879137331584,0.4634624128473939,11.0,2.115470360949961,0.25994888758935636,5.0,0.7632692307692308 weekly,job_openings__product,job_openings,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.6727475496140127,0.46634585546175855,12.0,2.1991749740431,0.27023450607936816,13.0,0.8346153846153846 weekly,job_openings__product,job_openings,product,4w,4,Chronos-2,100,1300,0.6727934138620195,0.4663776483712743,13.0,2.295386159869481,0.28205693157437234,16.0,0.7325 weekly,job_openings__product,job_openings,product,4w,4,t0-alpha,100,1300,0.6763361650732481,0.4688334690505715,14.0,2.3136153991566974,0.2842969395469654,17.0,0.7638461538461538 weekly,job_openings__product,job_openings,product,4w,4,TimesFM-3.0,100,1300,0.679234060211413,0.4708422781321078,15.0,2.1340395591213444,0.26223066969190006,6.0,0.8192307692307692 weekly,job_openings__product,job_openings,product,4w,4,TimesFM-2.5,100,1300,0.6812525864285753,0.47224151226689537,16.0,2.194896709188718,0.2697087931172589,12.0,0.8325 weekly,job_openings__product,job_openings,product,4w,4,t0-alpha + past & calendar covariates,100,1300,0.682402124740294,0.4730383675325475,17.0,2.44225922915381,0.3001046866656567,18.0,0.713076923076923 weekly,job_openings__product,job_openings,product,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.6925461050336938,0.4800701332675947,18.0,2.273627399805716,0.2793832162728923,15.0,0.6540384615384616 weekly,job_openings__product,job_openings,product,4w,4,AutoTheta,100,1300,0.7610395893450226,0.5275495370246943,19.0,2.655124554360036,0.32626156672180506,19.0,0.864423076923077 weekly,job_openings__product,job_openings,product,4w,4,AutoETS,100,1300,0.7688188412268874,0.5329420826768966,20.0,2.6695547918768643,0.32803475355504685,20.0,0.8657692307692307 weekly,job_openings__product,job_openings,product,4w,4,Seasonal Naive,100,1300,1.4425936067296723,1.0,21.0,8.138024288420073,1.0,21.0,0.7228846153846153 weekly,job_openings__product,job_openings,product,13w,13,t0-beta + past & calendar covariates,100,400,0.910939620414545,0.6066108671465972,1.0,2.9906221356533114,0.3597945180311006,5.0,0.7234615384615385 weekly,job_openings__product,job_openings,product,13w,13,t0-gamma + past & calendar covariates,100,400,0.9235277761891717,0.6149935435821087,2.0,2.9694229877766087,0.35724409980807015,4.0,0.7023076923076923 weekly,job_openings__product,job_openings,product,13w,13,TiRex-2,100,400,0.9262878036607072,0.616831494880236,3.0,3.3616193433901347,0.4044282950493378,14.0,0.7426923076923078 weekly,job_openings__product,job_openings,product,13w,13,TiRex-2 + past & calendar covariates,100,400,0.9282642382007069,0.6181476377324068,4.0,3.3383939468484547,0.40163410374874764,13.0,0.7521153846153846 weekly,job_openings__product,job_openings,product,13w,13,Timestral-209M,100,400,0.9327777858716272,0.6211532892654014,5.0,2.925106535035162,0.3519124945327438,2.0,0.7661538461538462 weekly,job_openings__product,job_openings,product,13w,13,t0-beta,100,400,0.9347681533557509,0.6224787103124464,6.0,3.218429034824087,0.3872014152496298,9.0,0.713076923076923 weekly,job_openings__product,job_openings,product,13w,13,Timestral-209M + past & calendar covariates,100,400,0.9369706606083296,0.623945398997889,7.0,2.8830275943622254,0.34685007892423664,1.0,0.765 weekly,job_openings__product,job_openings,product,13w,13,TimesFM-2.5,100,400,0.937926730057639,0.6245820626193858,8.0,3.419144651258881,0.4113490257469673,16.0,0.7475 weekly,job_openings__product,job_openings,product,13w,13,PatchTST-FM-r2,100,400,0.9389108390183115,0.6252373982493462,9.0,3.3156654495672777,0.39889969319672186,12.0,0.695 weekly,job_openings__product,job_openings,product,13w,13,t0-alpha,100,400,0.939087837710866,0.6253552648213648,10.0,3.612865018233705,0.43465505469578625,18.0,0.6896153846153846 weekly,job_openings__product,job_openings,product,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.9400605882159974,0.6260030366541088,11.0,3.2208186095966345,0.38748889921269497,10.0,0.7461538461538462 weekly,job_openings__product,job_openings,product,13w,13,t0-alpha + past & calendar covariates,100,400,0.9406134439468237,0.6263711931013286,12.0,4.026854064488462,0.48446107585494097,20.0,0.6328846153846154 weekly,job_openings__product,job_openings,product,13w,13,TimesFM-3.0,100,400,0.9429948024158367,0.6279569819873334,13.0,2.9681747669373966,0.35709392937701284,3.0,0.7342307692307692 weekly,job_openings__product,job_openings,product,13w,13,t0-gamma,100,400,0.945516087820794,0.6296359507044139,14.0,3.0739428250647904,0.36981862871075794,6.0,0.7067307692307692 weekly,job_openings__product,job_openings,product,13w,13,Chronos-2,100,400,0.9539685081482986,0.6352645674748886,15.0,3.2288742963173696,0.3884580594039952,11.0,0.6532692307692308 weekly,job_openings__product,job_openings,product,13w,13,Toto-2.0-22M,100,400,0.9546860727237764,0.6357424064661997,16.0,3.2008315146510427,0.38508430014714967,8.0,0.7351923076923077 weekly,job_openings__product,job_openings,product,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.9595569609687375,0.6389860174321005,17.0,3.375313023792788,0.4060757486282462,15.0,0.73 weekly,job_openings__product,job_openings,product,13w,13,Chronos-2 + past & calendar covariates,100,400,0.9631960255854182,0.6414093351726577,18.0,3.079122404948123,0.3704417714426698,7.0,0.5936538461538462 weekly,job_openings__product,job_openings,product,13w,13,AutoETS,100,400,1.0215592954417958,0.6802744728213822,19.0,3.657885230219174,0.44007132754412165,19.0,0.8238461538461539 weekly,job_openings__product,job_openings,product,13w,13,AutoTheta,100,400,1.0264459147687588,0.6835285593940964,20.0,3.5956537248313594,0.43258440560222033,17.0,0.8275 weekly,job_openings__product,job_openings,product,13w,13,Seasonal Naive,100,400,1.501686945866075,1.0,21.0,8.312028076522285,1.0,21.0,0.7140384615384616 weekly,job_openings__product,job_openings,product,26w,26,TiRex-2,100,200,0.9901081616932408,0.6272418180000818,1.0,3.563793309444076,0.42383174662350404,12.0,0.795 weekly,job_openings__product,job_openings,product,26w,26,t0-gamma + past & calendar covariates,100,200,0.990244042371834,0.627327899548714,2.0,3.0153128199540986,0.35860253054258767,1.0,0.7038461538461539 weekly,job_openings__product,job_openings,product,26w,26,TiRex-2 + past & calendar covariates,100,200,0.9983228867297597,0.6324459151539373,3.0,3.6877277287837456,0.4385709126902633,15.0,0.8136538461538462 weekly,job_openings__product,job_openings,product,26w,26,t0-beta + past & calendar covariates,100,200,1.0018290657006552,0.634667108915412,4.0,3.6929970588040106,0.43919757904044315,16.0,0.7419230769230769 weekly,job_openings__product,job_openings,product,26w,26,Timestral-209M,100,200,1.0073022069269555,0.6381343897497451,5.0,3.0781188178557417,0.3660718682616256,4.0,0.7782692307692308 weekly,job_openings__product,job_openings,product,26w,26,t0-beta,100,200,1.0166074352903456,0.6440293299000992,6.0,3.4089715046678615,0.4054192321379369,8.0,0.7248076923076923 weekly,job_openings__product,job_openings,product,26w,26,PatchTST-FM-r2,100,200,1.0192116454716267,0.6456791188744346,7.0,3.2453689391126717,0.38596244688397985,6.0,0.6976923076923077 weekly,job_openings__product,job_openings,product,26w,26,t0-gamma,100,200,1.019872822375646,0.6460979799841012,8.0,3.0607631392884245,0.36400780704305574,2.0,0.7151923076923077 weekly,job_openings__product,job_openings,product,26w,26,Timestral-209M + past & calendar covariates,100,200,1.0236358743210046,0.6484819049276134,9.0,3.1256500950006902,0.37172462712342724,5.0,0.7746153846153847 weekly,job_openings__product,job_openings,product,26w,26,TimesFM-2.5,100,200,1.0287916318420542,0.651748120524847,10.0,3.807615031563585,0.45282876675842937,18.0,0.72 weekly,job_openings__product,job_openings,product,26w,26,t0-alpha + past & calendar covariates,100,200,1.0360286907532887,0.6563328579950375,11.0,5.060794680166345,0.6018658385473065,20.0,0.6615384615384616 weekly,job_openings__product,job_openings,product,26w,26,TimesFM-3.0,100,200,1.0383292012044936,0.6577902506452245,12.0,3.0713333916874928,0.3652648969322691,3.0,0.7342307692307692 weekly,job_openings__product,job_openings,product,26w,26,t0-alpha,100,200,1.040355676195986,0.659074039535139,13.0,4.234298929712171,0.5035730625427016,19.0,0.6946153846153846 weekly,job_openings__product,job_openings,product,26w,26,Chronos-2,100,200,1.0417127424518398,0.6599337523810694,14.0,3.616975871554066,0.4301565966447602,14.0,0.6655769230769231 weekly,job_openings__product,job_openings,product,26w,26,Toto-2.0-22M,100,200,1.0506630064164368,0.6656038196100211,15.0,3.464373228679227,0.41200800073780647,9.0,0.7486538461538461 weekly,job_openings__product,job_openings,product,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.054685436204772,0.668152062590766,16.0,3.5466327186283513,0.4217908866333228,11.0,0.7369230769230769 weekly,job_openings__product,job_openings,product,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.0578591191837379,0.670162617354882,17.0,3.787064088428511,0.4503847018625734,17.0,0.7298076923076923 weekly,job_openings__product,job_openings,product,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0856441663836072,0.6877646776076322,18.0,3.3666778015834566,0.40038936298084055,7.0,0.6173076923076923 weekly,job_openings__product,job_openings,product,26w,26,AutoETS,100,200,1.115885431097683,0.7069227722398785,19.0,3.6075763348439835,0.42903873662444736,13.0,0.8196153846153846 weekly,job_openings__product,job_openings,product,26w,26,AutoTheta,100,200,1.1387377303917416,0.7213998953555735,20.0,3.5325093770511233,0.42011123800920813,10.0,0.8146153846153846 weekly,job_openings__product,job_openings,product,26w,26,Seasonal Naive,100,200,1.578511083412987,1.0,21.0,8.40850959805483,1.0,21.0,0.7067307692307692 weekly,job_openings__service,job_openings,service,1w,1,t0-beta + past & calendar covariates,80,4160,0.49977105241020436,0.4520746879709855,1.0,2.858870582678783,0.3125880396363123,1.0,0.8098557692307692 weekly,job_openings__service,job_openings,service,1w,1,t0-alpha + past & calendar covariates,80,4160,0.5006016224516988,0.4528259913738854,2.0,2.8834328582927387,0.3152736713783336,3.0,0.7432692307692308 weekly,job_openings__service,job_openings,service,1w,1,Timestral-209M + past & calendar covariates,80,4160,0.5013752423136311,0.45352577971897773,3.0,2.8820225094562226,0.3151194642656784,2.0,0.8466346153846154 weekly,job_openings__service,job_openings,service,1w,1,t0-gamma + past & calendar covariates,80,4160,0.5024113922748215,0.4544630432282132,4.0,2.89075683549216,0.3160744728168384,4.0,0.7944711538461539 weekly,job_openings__service,job_openings,service,1w,1,Toto-2.0-22M + past & calendar covariates,80,4160,0.5042079804198437,0.45608817141672353,5.0,2.9226593696220657,0.31956268619155986,13.0,0.8033653846153846 weekly,job_openings__service,job_openings,service,1w,1,Timestral-209M,80,4160,0.5050105979548839,0.45681419000056006,6.0,2.907191194022566,0.3178714005780407,7.0,0.8502403846153846 weekly,job_openings__service,job_openings,service,1w,1,Toto-2.0-22M,80,4160,0.5050341217648577,0.45683546878211917,7.0,2.92189258332437,0.31947884601108123,12.0,0.8204326923076923 weekly,job_openings__service,job_openings,service,1w,1,TiRex-2 + past & calendar covariates,80,4160,0.5055709843494096,0.45732109511886704,8.0,2.9065368909934555,0.3177998592839237,6.0,0.8038461538461539 weekly,job_openings__service,job_openings,service,1w,1,TiRex-2,80,4160,0.5059009754023306,0.45761959300417476,9.0,2.901377755388885,0.3172357609666996,5.0,0.8016826923076923 weekly,job_openings__service,job_openings,service,1w,1,PatchTST-FM-r2,80,4160,0.5064776967948477,0.458141274166601,10.0,2.9184681736835376,0.3191044221029041,10.0,0.7992788461538461 weekly,job_openings__service,job_openings,service,1w,1,t0-gamma,80,4160,0.5075272364946709,0.4590906495456322,11.0,2.9103706208389046,0.3182190381387291,8.0,0.7995192307692308 weekly,job_openings__service,job_openings,service,1w,1,t0-beta,80,4160,0.5079655832838769,0.45948716208271834,12.0,2.9111513732443797,0.3183044053691828,9.0,0.8247596153846154 weekly,job_openings__service,job_openings,service,1w,1,t0-alpha,80,4160,0.5101586486858875,0.4614709291547258,13.0,2.937458272581021,0.32118079373820274,16.0,0.8060096153846154 weekly,job_openings__service,job_openings,service,1w,1,Chronos-2,80,4160,0.5118075526229485,0.46296246758866694,14.0,2.957726134054793,0.3233968755448057,17.0,0.7271634615384616 weekly,job_openings__service,job_openings,service,1w,1,TimesFM-2.5,80,4160,0.5119075112462389,0.4630528865179268,15.0,2.92987123013413,0.3203512288255829,14.0,0.8552884615384615 weekly,job_openings__service,job_openings,service,1w,1,TimesFM-3.0 + past & calendar covariates,80,4160,0.5119903154725458,0.46312778820458883,16.0,2.918775094952006,0.31913798078101085,11.0,0.8524038461538461 weekly,job_openings__service,job_openings,service,1w,1,TimesFM-3.0,80,4160,0.5163285370225299,0.46705198538267656,17.0,2.9347643744482648,0.32088624373604446,15.0,0.833173076923077 weekly,job_openings__service,job_openings,service,1w,1,Chronos-2 + past & calendar covariates,80,4160,0.5175059048829588,0.4681169894591703,18.0,3.0079879851699816,0.3288924910524749,18.0,0.63125 weekly,job_openings__service,job_openings,service,1w,1,AutoTheta,80,4160,0.6015271197356472,0.5441195196263151,19.0,5.396122906876726,0.5900104367497058,20.0,0.8788461538461538 weekly,job_openings__service,job_openings,service,1w,1,AutoETS,80,4160,0.6273951947323534,0.5675188379264625,20.0,5.392849850243528,0.5896525617333309,19.0,0.8819711538461539 weekly,job_openings__service,job_openings,service,1w,1,Seasonal Naive,80,4160,1.1055054965658242,1.0,21.0,9.145809244669122,1.0,21.0,0.760576923076923 weekly,job_openings__service,job_openings,service,4w,4,t0-beta + past & calendar covariates,80,1040,0.5465206759794358,0.4913500093323095,1.0,3.3504277344857694,0.36524694461815194,1.0,0.7790865384615384 weekly,job_openings__service,job_openings,service,4w,4,TiRex-2,80,1040,0.5515933788194143,0.49591062834877514,2.0,3.380685608441527,0.3685455073357501,2.0,0.8076923076923077 weekly,job_openings__service,job_openings,service,4w,4,Timestral-209M + past & calendar covariates,80,1040,0.5519683368394178,0.49624773476528494,3.0,3.3854855417986482,0.3690687721640029,3.0,0.8423076923076923 weekly,job_openings__service,job_openings,service,4w,4,t0-gamma + past & calendar covariates,80,1040,0.5523632004107747,0.4966027372894319,4.0,3.411381120423912,0.37189177917133015,8.0,0.7824519230769231 weekly,job_openings__service,job_openings,service,4w,4,t0-alpha + past & calendar covariates,80,1040,0.5530763138790663,0.4972438627302437,5.0,3.3980939537014865,0.3704432784327393,5.0,0.7173076923076923 weekly,job_openings__service,job_openings,service,4w,4,TiRex-2 + past & calendar covariates,80,1040,0.5536259337228391,0.4977379990497581,6.0,3.387135670332009,0.36924866095815106,4.0,0.8112980769230769 weekly,job_openings__service,job_openings,service,4w,4,t0-beta,80,1040,0.5551243143087724,0.4990851197484622,7.0,3.4055088673086966,0.37125161538379925,7.0,0.7961538461538461 weekly,job_openings__service,job_openings,service,4w,4,Timestral-209M,80,1040,0.5554770503959134,0.4994022475120148,8.0,3.4037455459295805,0.37105938686937023,6.0,0.8403846153846154 weekly,job_openings__service,job_openings,service,4w,4,Toto-2.0-22M + past & calendar covariates,80,1040,0.557158193537593,0.5009136810856355,9.0,3.458129493516228,0.376988053972929,14.0,0.7896634615384616 weekly,job_openings__service,job_openings,service,4w,4,t0-gamma,80,1040,0.5574014777842847,0.5011324060527526,10.0,3.437221977669469,0.3747088207263846,11.0,0.801923076923077 weekly,job_openings__service,job_openings,service,4w,4,PatchTST-FM-r2,80,1040,0.5577549395798679,0.5014501862652708,11.0,3.4642494115153366,0.3776552169525929,15.0,0.7807692307692308 weekly,job_openings__service,job_openings,service,4w,4,Toto-2.0-22M,80,1040,0.5585112969193406,0.5021301901555948,12.0,3.4546119778361883,0.3766045919326776,12.0,0.8055288461538461 weekly,job_openings__service,job_openings,service,4w,4,t0-alpha,80,1040,0.5613659699095583,0.5046966870184453,13.0,3.4680407653576606,0.37806853146543007,16.0,0.7877403846153846 weekly,job_openings__service,job_openings,service,4w,4,Chronos-2,80,1040,0.5629417463762646,0.5061133905681037,14.0,3.4792960630636984,0.37929552796369326,17.0,0.7192307692307692 weekly,job_openings__service,job_openings,service,4w,4,TimesFM-3.0 + past & calendar covariates,80,1040,0.5644528681367952,0.5074719662337147,15.0,3.4565846326862344,0.37681964093951015,13.0,0.8413461538461539 weekly,job_openings__service,job_openings,service,4w,4,TimesFM-2.5,80,1040,0.5645329624390718,0.5075439751034625,16.0,3.4299660697726035,0.3739178177859295,9.0,0.8415865384615384 weekly,job_openings__service,job_openings,service,4w,4,TimesFM-3.0,80,1040,0.5664094721046026,0.5092310531632602,17.0,3.4343678684621235,0.3743976799556527,10.0,0.8348557692307692 weekly,job_openings__service,job_openings,service,4w,4,Chronos-2 + past & calendar covariates,80,1040,0.5678729113553683,0.5105467598165032,18.0,3.5084480846595576,0.38247353616477575,18.0,0.6115384615384616 weekly,job_openings__service,job_openings,service,4w,4,AutoTheta,80,1040,0.6560764589063558,0.5898462553655998,19.0,5.629872408953526,0.6137406501250546,19.0,0.8685096153846154 weekly,job_openings__service,job_openings,service,4w,4,AutoETS,80,1040,0.6793931165180391,0.6108091218016538,20.0,5.84613599402492,0.6373166290564783,20.0,0.8745192307692308 weekly,job_openings__service,job_openings,service,4w,4,Seasonal Naive,80,1040,1.112283841659222,1.0,21.0,9.1730479442846,1.0,21.0,0.7588942307692308 weekly,job_openings__service,job_openings,service,13w,13,t0-beta + past & calendar covariates,80,320,0.7141848926369059,0.6306878866528506,1.0,4.653960382553245,0.503768693943704,2.0,0.7197115384615385 weekly,job_openings__service,job_openings,service,13w,13,t0-alpha + past & calendar covariates,80,320,0.716032796307138,0.6323197476352548,2.0,4.653805151994525,0.5037518909867816,1.0,0.684375 weekly,job_openings__service,job_openings,service,13w,13,Timestral-209M + past & calendar covariates,80,320,0.7188782810908668,0.6348325602181796,3.0,4.746962976286839,0.5138357747366965,6.0,0.7884615384615385 weekly,job_openings__service,job_openings,service,13w,13,TiRex-2,80,320,0.7197844660251989,0.6356328009780203,4.0,4.744354509483103,0.5135534208258554,5.0,0.7560096153846154 weekly,job_openings__service,job_openings,service,13w,13,t0-gamma + past & calendar covariates,80,320,0.7228092518858582,0.6383039521346809,5.0,4.785411801528346,0.517997674040394,10.0,0.7199519230769231 weekly,job_openings__service,job_openings,service,13w,13,TimesFM-2.5,80,320,0.725351141164555,0.6405486632645506,6.0,4.690736531531297,0.507749534134868,3.0,0.7932692307692307 weekly,job_openings__service,job_openings,service,13w,13,t0-alpha,80,320,0.7257770306361141,0.6409247610139354,7.0,4.79451606345324,0.5189831663442002,11.0,0.7334134615384615 weekly,job_openings__service,job_openings,service,13w,13,TiRex-2 + past & calendar covariates,80,320,0.7263224949732626,0.6414064538550854,8.0,4.779467839749552,0.5173542689367795,8.0,0.7680288461538461 weekly,job_openings__service,job_openings,service,13w,13,Timestral-209M,80,320,0.7271070253239034,0.6420992629497075,9.0,4.825362241769739,0.522322115902497,13.0,0.7771634615384616 weekly,job_openings__service,job_openings,service,13w,13,t0-beta,80,320,0.728458666012401,0.6432928802022304,10.0,4.755129099092395,0.5147197180198755,7.0,0.7302884615384616 weekly,job_openings__service,job_openings,service,13w,13,Toto-2.0-22M + past & calendar covariates,80,320,0.729949642586263,0.6446095432598121,11.0,4.849940963515757,0.5249826436111589,14.0,0.7478365384615385 weekly,job_openings__service,job_openings,service,13w,13,TimesFM-3.0,80,320,0.7338210034608658,0.6480282943894514,12.0,4.708015321091308,0.5096198795039876,4.0,0.7701923076923076 weekly,job_openings__service,job_openings,service,13w,13,TimesFM-3.0 + past & calendar covariates,80,320,0.7361204545242095,0.6500589113158993,13.0,4.781949710167744,0.5176229194014025,9.0,0.7853365384615385 weekly,job_openings__service,job_openings,service,13w,13,Chronos-2,80,320,0.7361247126005608,0.6500626715707057,14.0,4.815018373811462,0.5212024422432192,12.0,0.6519230769230769 weekly,job_openings__service,job_openings,service,13w,13,PatchTST-FM-r2,80,320,0.7370972888567077,0.6509215416895251,15.0,4.867491415878915,0.5268823951643207,15.0,0.7100961538461539 weekly,job_openings__service,job_openings,service,13w,13,t0-gamma,80,320,0.7393512932643621,0.6529120252338088,16.0,4.926921040410972,0.533315364478867,18.0,0.7274038461538461 weekly,job_openings__service,job_openings,service,13w,13,Toto-2.0-22M,80,320,0.7394264867348068,0.6529784276618827,17.0,4.876714894063096,0.5278807920513854,16.0,0.7516826923076924 weekly,job_openings__service,job_openings,service,13w,13,Chronos-2 + past & calendar covariates,80,320,0.7440051869765207,0.6570218214788556,18.0,4.918124022703787,0.5323631298750742,17.0,0.5721153846153847 weekly,job_openings__service,job_openings,service,13w,13,AutoTheta,80,320,0.8506115799173596,0.751164614697703,19.0,6.924327372233666,0.7495249357569893,19.0,0.846875 weekly,job_openings__service,job_openings,service,13w,13,AutoETS,80,320,0.8637855340136567,0.7627983713810433,20.0,7.2583320678948375,0.7856793280322373,20.0,0.844951923076923 weekly,job_openings__service,job_openings,service,13w,13,Seasonal Naive,80,320,1.1323903752570637,1.0,21.0,9.238288203501035,1.0,21.0,0.7512019230769231 weekly,job_openings__service,job_openings,service,26w,26,t0-beta + past & calendar covariates,80,160,0.767876164521544,0.6642159485261131,1.0,5.270474472513004,0.5665585903913294,1.0,0.7254807692307692 weekly,job_openings__service,job_openings,service,26w,26,t0-alpha,80,160,0.7777827043161386,0.6727851450063533,2.0,5.43083282181721,0.5837965830641129,3.0,0.7317307692307693 weekly,job_openings__service,job_openings,service,26w,26,t0-gamma + past & calendar covariates,80,160,0.7823959162432157,0.6767755917443435,3.0,5.5568915306521705,0.5973474777238934,8.0,0.7252403846153845 weekly,job_openings__service,job_openings,service,26w,26,t0-alpha + past & calendar covariates,80,160,0.7827896768839839,0.6771161962709381,4.0,5.5216865046117505,0.5935630537536849,7.0,0.682451923076923 weekly,job_openings__service,job_openings,service,26w,26,Timestral-209M,80,160,0.7858888140008234,0.6797969622522038,5.0,5.661278716382753,0.6085687552598869,10.0,0.7829326923076924 weekly,job_openings__service,job_openings,service,26w,26,TiRex-2,80,160,0.7889521595516192,0.6824467683859218,6.0,5.520000792659887,0.5933818452890135,6.0,0.7704326923076923 weekly,job_openings__service,job_openings,service,26w,26,t0-beta,80,160,0.7910918907958957,0.684297644456406,7.0,5.359855394439662,0.5761667441540966,2.0,0.74375 weekly,job_openings__service,job_openings,service,26w,26,TimesFM-2.5,80,160,0.7920300516301124,0.685109157324184,8.0,5.437882890258178,0.5845544421257417,4.0,0.7665865384615385 weekly,job_openings__service,job_openings,service,26w,26,TiRex-2 + past & calendar covariates,80,160,0.7972211052462342,0.6895994394305841,9.0,5.6002492819057,0.6020082927151906,9.0,0.7908653846153846 weekly,job_openings__service,job_openings,service,26w,26,PatchTST-FM-r2,80,160,0.79985768969264,0.6918800955049003,10.0,5.750715845552584,0.6181829511155678,15.0,0.6716346153846154 weekly,job_openings__service,job_openings,service,26w,26,Timestral-209M + past & calendar covariates,80,160,0.8001990968305261,0.6921754140424484,11.0,5.703418207213216,0.6130986112812427,13.0,0.7879807692307692 weekly,job_openings__service,job_openings,service,26w,26,TimesFM-3.0,80,160,0.8021466833475002,0.6938600841565606,12.0,5.456945538073886,0.5866036137765901,5.0,0.7430288461538461 weekly,job_openings__service,job_openings,service,26w,26,TimesFM-3.0 + past & calendar covariates,80,160,0.8114876356181208,0.7019400451701093,13.0,5.6989921580384735,0.6126228256200991,12.0,0.7704326923076923 weekly,job_openings__service,job_openings,service,26w,26,Toto-2.0-22M + past & calendar covariates,80,160,0.8150246192915616,0.7049995501712051,14.0,5.874232578223736,0.6314605917372751,17.0,0.7317307692307693 weekly,job_openings__service,job_openings,service,26w,26,Chronos-2,80,160,0.8163139354279039,0.7061148137775239,15.0,5.688803064734839,0.6115275317581177,11.0,0.6557692307692308 weekly,job_openings__service,job_openings,service,26w,26,t0-gamma,80,160,0.8213937743440958,0.710508894724392,16.0,5.744440563243268,0.61750837900294,14.0,0.7384615384615385 weekly,job_openings__service,job_openings,service,26w,26,Chronos-2 + past & calendar covariates,80,160,0.8280436812180658,0.7162610907241943,17.0,5.8463000746494105,0.6284579399013343,16.0,0.5980769230769231 weekly,job_openings__service,job_openings,service,26w,26,Toto-2.0-22M,80,160,0.8296731074007602,0.717670550878705,18.0,5.923356909763304,0.6367412950546186,18.0,0.739423076923077 weekly,job_openings__service,job_openings,service,26w,26,AutoTheta,80,160,0.9511450660999585,0.8227442802045607,19.0,7.971422346483538,0.8569015620114103,19.0,0.8341346153846153 weekly,job_openings__service,job_openings,service,26w,26,AutoETS,80,160,0.9517618175413525,0.8232777726641235,20.0,8.221514765758197,0.8837856706947502,20.0,0.8444711538461538 weekly,job_openings__service,job_openings,service,26w,26,Seasonal Naive,80,160,1.1560640274077303,1.0,21.0,9.302611524913281,1.0,21.0,0.7492788461538462 weekly,rx_claims,rx_claims,original,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.12112402890769888,0.20438829896998936,1.0,0.23491840055851684,0.09361702892007363,1.0,0.85 weekly,rx_claims,rx_claims,original,1w,1,Timestral-209M,100,5200,0.1217240874021331,0.20540085557057408,2.0,0.244298938967055,0.09735525518668416,2.0,0.8576923076923076 weekly,rx_claims,rx_claims,original,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.1241404066451962,0.20947822472937627,3.0,0.2560496587077338,0.1020380193600286,3.0,0.8555769230769231 weekly,rx_claims,rx_claims,original,1w,1,t0-gamma + past & calendar covariates,100,5200,0.12436061309756972,0.2098498076648906,4.0,0.25780286784511325,0.10273668847290683,4.0,0.865 weekly,rx_claims,rx_claims,original,1w,1,t0-gamma,100,5200,0.12611358028474848,0.2128078167797517,5.0,0.2598974973247401,0.1035714165661718,5.0,0.8398076923076923 weekly,rx_claims,rx_claims,original,1w,1,TimesFM-3.0,100,5200,0.12668902489227538,0.21377883917344617,6.0,0.26445502971679735,0.1053876329235836,6.0,0.849423076923077 weekly,rx_claims,rx_claims,original,1w,1,t0-beta + past & calendar covariates,100,5200,0.12697837034223616,0.21426708931559804,7.0,0.2707383511871673,0.10789159126148834,7.0,0.8692307692307693 weekly,rx_claims,rx_claims,original,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.1282438785103635,0.21640254554297703,8.0,0.276505403179753,0.11018981171544114,8.0,0.7984615384615384 weekly,rx_claims,rx_claims,original,1w,1,Toto-2.0-22M,100,5200,0.1286136264215524,0.21702646919625307,9.0,0.2793370445224305,0.11131824545600157,9.0,0.8269230769230769 weekly,rx_claims,rx_claims,original,1w,1,t0-beta,100,5200,0.12886890082310115,0.2174572268351266,10.0,0.2884659856569798,0.11495620801734578,14.0,0.8615384615384616 weekly,rx_claims,rx_claims,original,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.12913370688676407,0.21790406848493868,11.0,0.2812882504485743,0.11209581801388777,10.0,0.885 weekly,rx_claims,rx_claims,original,1w,1,TimesFM-2.5,100,5200,0.12918777169681045,0.2179952990579238,12.0,0.28420514496843385,0.11325822588816782,13.0,0.9111538461538462 weekly,rx_claims,rx_claims,original,1w,1,TiRex-2,100,5200,0.12926679823810708,0.21812865080071803,13.0,0.28260068854415393,0.11261883602719609,12.0,0.880576923076923 weekly,rx_claims,rx_claims,original,1w,1,PatchTST-FM-r2,100,5200,0.1307729462172856,0.2206701698224802,14.0,0.2815994104775038,0.11221981799582963,11.0,0.833076923076923 weekly,rx_claims,rx_claims,original,1w,1,t0-alpha + past & calendar covariates,100,5200,0.13137813215088054,0.22169137861683338,15.0,0.29412859225454113,0.11721280607159165,15.0,0.8825 weekly,rx_claims,rx_claims,original,1w,1,t0-alpha,100,5200,0.13203874040730337,0.22280610869172782,16.0,0.2998969640316702,0.11951155247118121,16.0,0.869423076923077 weekly,rx_claims,rx_claims,original,1w,1,AutoETS,100,5200,0.13753360252690583,0.23207830291964612,17.0,0.32066139876398053,0.12778636058421985,18.0,0.8569230769230769 weekly,rx_claims,rx_claims,original,1w,1,Chronos-2,100,5200,0.138150873959941,0.23311990514621148,18.0,0.323333570168166,0.1288512441652006,19.0,0.7469230769230769 weekly,rx_claims,rx_claims,original,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.1402561862149023,0.2366724718373353,19.0,0.31585923923707426,0.1258726581827036,17.0,0.6992307692307692 weekly,rx_claims,rx_claims,original,1w,1,AutoTheta,100,5200,0.14088340660317175,0.2377308622276961,20.0,0.411569329421189,0.16401396282042702,20.0,0.9730769230769231 weekly,rx_claims,rx_claims,original,1w,1,Seasonal Naive,100,5200,0.5926172364959292,1.0,21.0,2.5093554374501728,1.0,21.0,0.8996153846153846 weekly,rx_claims,rx_claims,original,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.1324882661283861,0.22311877541352199,1.0,0.2791646086696751,0.11088073549092521,1.0,0.8721153846153846 weekly,rx_claims,rx_claims,original,4w,4,Timestral-209M,100,1300,0.1341898749284232,0.2259843942550369,2.0,0.28865122026907325,0.11464870047929042,2.0,0.8751923076923077 weekly,rx_claims,rx_claims,original,4w,4,t0-gamma + past & calendar covariates,100,1300,0.1353754304314765,0.22798094609887862,3.0,0.2989412335366204,0.11873576668999002,4.0,0.8740384615384615 weekly,rx_claims,rx_claims,original,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.1357021636445566,0.22853118587874494,4.0,0.2952609781900171,0.11727401470942778,3.0,0.8857692307692308 weekly,rx_claims,rx_claims,original,4w,4,TimesFM-3.0,100,1300,0.13651485645149197,0.2298998129214982,5.0,0.3054345584593527,0.12131483517093075,6.0,0.8751923076923077 weekly,rx_claims,rx_claims,original,4w,4,t0-gamma,100,1300,0.13775151544571237,0.23198242633669072,6.0,0.3017755745092902,0.11986153192641927,5.0,0.8430769230769231 weekly,rx_claims,rx_claims,original,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.13898450032941348,0.23405885231307258,7.0,0.32579423768294913,0.12940144836101064,12.0,0.8965384615384615 weekly,rx_claims,rx_claims,original,4w,4,t0-beta + past & calendar covariates,100,1300,0.1393207628169965,0.23462514000510357,8.0,0.3145035090427782,0.12491691036095218,8.0,0.8625 weekly,rx_claims,rx_claims,original,4w,4,TiRex-2,100,1300,0.13949279465211545,0.23491485269820112,9.0,0.32801414038885024,0.1302831663048488,14.0,0.8980769230769231 weekly,rx_claims,rx_claims,original,4w,4,t0-beta,100,1300,0.13973393499385783,0.2353209485686099,10.0,0.3279015439078944,0.13023844437293353,13.0,0.865 weekly,rx_claims,rx_claims,original,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.14049894171922062,0.23660926917792824,11.0,0.32193738325280036,0.12786955340507675,9.0,0.8059615384615385 weekly,rx_claims,rx_claims,original,4w,4,PatchTST-FM-r2,100,1300,0.1407635503611763,0.23705488717778775,12.0,0.3135571324714805,0.12454102127251462,7.0,0.8482692307692308 weekly,rx_claims,rx_claims,original,4w,4,Toto-2.0-22M,100,1300,0.14095852414170948,0.2373832355849452,13.0,0.3241529678719226,0.12874955625816528,11.0,0.8344230769230769 weekly,rx_claims,rx_claims,original,4w,4,TimesFM-2.5,100,1300,0.14163996987832714,0.2385308341059913,14.0,0.3224005136205328,0.12805350306849245,10.0,0.9090384615384616 weekly,rx_claims,rx_claims,original,4w,4,t0-alpha,100,1300,0.14381060003908228,0.24218631513458314,15.0,0.3453386067831629,0.13716423043738069,16.0,0.8782692307692308 weekly,rx_claims,rx_claims,original,4w,4,t0-alpha + past & calendar covariates,100,1300,0.14419509867890537,0.2428338356144901,16.0,0.32943206243940243,0.13084634743509035,15.0,0.89 weekly,rx_claims,rx_claims,original,4w,4,Chronos-2,100,1300,0.1462794638914287,0.24634404091283774,17.0,0.36492135395719855,0.14494225581078748,18.0,0.7503846153846154 weekly,rx_claims,rx_claims,original,4w,4,AutoETS,100,1300,0.15149450325643934,0.2551265031704911,18.0,0.36908496510343,0.1465959907465745,19.0,0.8701923076923077 weekly,rx_claims,rx_claims,original,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.15165722748191696,0.2554005412493312,19.0,0.35346961551325506,0.14039376670478967,17.0,0.6963461538461538 weekly,rx_claims,rx_claims,original,4w,4,AutoTheta,100,1300,0.1525939256282164,0.2569780012723337,20.0,0.4757744003456158,0.1889717170434661,20.0,0.9703846153846154 weekly,rx_claims,rx_claims,original,4w,4,Seasonal Naive,100,1300,0.5938015116963425,1.0,21.0,2.5177016317006906,1.0,21.0,0.8986538461538461 weekly,rx_claims,rx_claims,original,13w,13,Timestral-209M + past & calendar covariates,100,400,0.16463450924626816,0.2756539967370106,1.0,0.4576917956450777,0.18002897292855222,2.0,0.8761538461538462 weekly,rx_claims,rx_claims,original,13w,13,Timestral-209M,100,400,0.1660229588314567,0.27797873217174596,2.0,0.48217008325993327,0.18965728835889792,4.0,0.8842307692307692 weekly,rx_claims,rx_claims,original,13w,13,TimesFM-3.0,100,400,0.16695260156582223,0.27953526935485895,3.0,0.4873969892906987,0.1917132450818855,5.0,0.8798076923076923 weekly,rx_claims,rx_claims,original,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.16748600232581068,0.2804283631055345,4.0,0.48811073387716,0.19199399012922208,6.0,0.8898076923076923 weekly,rx_claims,rx_claims,original,13w,13,t0-gamma + past & calendar covariates,100,400,0.1679859609863801,0.28126546344142517,5.0,0.4572601324222613,0.17985918206187274,1.0,0.875 weekly,rx_claims,rx_claims,original,13w,13,t0-gamma,100,400,0.1699526872662543,0.2845584301591385,6.0,0.45864113661997874,0.18040238770744188,3.0,0.8525 weekly,rx_claims,rx_claims,original,13w,13,TiRex-2 + past & calendar covariates,100,400,0.17025651013775486,0.28506713267365186,7.0,0.49364559855605533,0.19417107963119942,7.0,0.8986538461538461 weekly,rx_claims,rx_claims,original,13w,13,TiRex-2,100,400,0.17270533307350033,0.2891672926743098,8.0,0.5017496977685251,0.19735875455046625,8.0,0.8988461538461539 weekly,rx_claims,rx_claims,original,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.1729229871384344,0.28953171938642386,9.0,0.5143702629125362,0.2023229409358742,10.0,0.8307692307692308 weekly,rx_claims,rx_claims,original,13w,13,Toto-2.0-22M,100,400,0.1735563696827022,0.29059221654822914,10.0,0.5356468598383509,0.2106918999786523,13.0,0.8613461538461539 weekly,rx_claims,rx_claims,original,13w,13,Chronos-2,100,400,0.1751905450634331,0.2933283802913595,11.0,0.5407876393989347,0.21271397962515237,14.0,0.7619230769230769 weekly,rx_claims,rx_claims,original,13w,13,PatchTST-FM-r2,100,400,0.17578941172038234,0.2943310861533101,12.0,0.5290073653823018,0.2080803142367609,12.0,0.8407692307692308 weekly,rx_claims,rx_claims,original,13w,13,t0-alpha,100,400,0.17582551526561815,0.2943915357308998,13.0,0.5607145316733322,0.22055204441886694,18.0,0.8769230769230769 weekly,rx_claims,rx_claims,original,13w,13,t0-beta + past & calendar covariates,100,400,0.1763795284026347,0.2953191415904647,14.0,0.5219064516556842,0.20528723335302895,11.0,0.8703846153846153 weekly,rx_claims,rx_claims,original,13w,13,TimesFM-2.5,100,400,0.17765542771970605,0.29745542971009964,15.0,0.5477403893071516,0.2154487815965122,15.0,0.8942307692307692 weekly,rx_claims,rx_claims,original,13w,13,t0-beta,100,400,0.17864463703058636,0.29911170154157657,16.0,0.5580662834158189,0.21951037966018802,17.0,0.8730769230769231 weekly,rx_claims,rx_claims,original,13w,13,Chronos-2 + past & calendar covariates,100,400,0.18050551875158838,0.3022274485754001,17.0,0.5132595740623349,0.20188606141378637,9.0,0.7201923076923077 weekly,rx_claims,rx_claims,original,13w,13,t0-alpha + past & calendar covariates,100,400,0.18112934233010605,0.30327194078705394,18.0,0.5527000010627245,0.21739960050778795,16.0,0.8817307692307692 weekly,rx_claims,rx_claims,original,13w,13,AutoTheta,100,400,0.18793987543179302,0.3146750826798724,19.0,0.7241693108424291,0.28484551940371244,20.0,0.9769230769230769 weekly,rx_claims,rx_claims,original,13w,13,AutoETS,100,400,0.19022336013126676,0.3184984104061159,20.0,0.5887846807650966,0.2315931864253984,19.0,0.8830769230769231 weekly,rx_claims,rx_claims,original,13w,13,Seasonal Naive,100,400,0.5972505793316639,1.0,21.0,2.5423229839050467,1.0,21.0,0.8961538461538461 weekly,rx_claims,rx_claims,original,26w,26,Timestral-209M + past & calendar covariates,100,200,0.20639757611370477,0.3446682228123493,1.0,0.715094069641946,0.27938896693692405,5.0,0.8640384615384616 weekly,rx_claims,rx_claims,original,26w,26,TimesFM-3.0,100,200,0.20872763914793757,0.3485592505083691,2.0,0.7121173881062985,0.27822597032647645,3.0,0.8786538461538461 weekly,rx_claims,rx_claims,original,26w,26,Timestral-209M,100,200,0.21167643024996624,0.35348350692512653,3.0,0.7128553310232848,0.2785142863928346,4.0,0.8876923076923078 weekly,rx_claims,rx_claims,original,26w,26,TiRex-2 + past & calendar covariates,100,200,0.2150467362965042,0.35911166117609505,4.0,0.7487322482364631,0.2925314839373344,10.0,0.8942307692307692 weekly,rx_claims,rx_claims,original,26w,26,t0-gamma + past & calendar covariates,100,200,0.2156545831927944,0.36012671916965855,5.0,0.6980945593734499,0.2727472175308258,2.0,0.8657692307692308 weekly,rx_claims,rx_claims,original,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.21734535280694903,0.3629501755738886,6.0,0.7187993928176944,0.28083664558255755,6.0,0.8803846153846153 weekly,rx_claims,rx_claims,original,26w,26,Chronos-2,100,200,0.21889440662576023,0.3655369773998762,7.0,0.8563578672302253,0.33458107123382846,20.0,0.745 weekly,rx_claims,rx_claims,original,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.21915007771661885,0.3659639286372405,8.0,0.740720037977909,0.2894010941857599,8.0,0.8382692307692308 weekly,rx_claims,rx_claims,original,26w,26,t0-gamma,100,200,0.21933146983889923,0.36626683965778506,9.0,0.6822721574152354,0.2665653671628319,1.0,0.8515384615384616 weekly,rx_claims,rx_claims,original,26w,26,Chronos-2 + past & calendar covariates,100,200,0.22032910961418256,0.3679328220536461,10.0,0.7602386865851772,0.29702707697865316,13.0,0.7421153846153846 weekly,rx_claims,rx_claims,original,26w,26,TiRex-2,100,200,0.22065129484245044,0.3684708468315258,11.0,0.76911953657532,0.3004968463553033,14.0,0.8861538461538462 weekly,rx_claims,rx_claims,original,26w,26,AutoTheta,100,200,0.22165751304113818,0.3701511545407214,12.0,0.8531604990468841,0.33333185182118813,19.0,0.9826923076923078 weekly,rx_claims,rx_claims,original,26w,26,Toto-2.0-22M,100,200,0.22220358803504925,0.3710630581648701,13.0,0.7527771552770958,0.29411183881288816,11.0,0.8636538461538461 weekly,rx_claims,rx_claims,original,26w,26,PatchTST-FM-r2,100,200,0.22409362580411113,0.37421927720182185,14.0,0.7403597660018197,0.2892603350612068,7.0,0.826923076923077 weekly,rx_claims,rx_claims,original,26w,26,TimesFM-2.5,100,200,0.22545164492675546,0.3764870656437227,15.0,0.8071351754791695,0.3153496475904076,16.0,0.8759615384615386 weekly,rx_claims,rx_claims,original,26w,26,t0-alpha,100,200,0.2255309516972041,0.3766195019065035,16.0,0.813422181456278,0.317805995894275,18.0,0.8578846153846154 weekly,rx_claims,rx_claims,original,26w,26,t0-beta + past & calendar covariates,100,200,0.22812032411215763,0.3809435565066878,17.0,0.7534686040274654,0.29438198949691263,12.0,0.8548076923076923 weekly,rx_claims,rx_claims,original,26w,26,t0-beta,100,200,0.2330679439053191,0.38920570450943726,18.0,0.8073995905381115,0.31545295518768274,17.0,0.8590384615384616 weekly,rx_claims,rx_claims,original,26w,26,t0-alpha + past & calendar covariates,100,200,0.23764555111231198,0.3968499596914751,19.0,0.7883282540027255,0.3080017382933854,15.0,0.855576923076923 weekly,rx_claims,rx_claims,original,26w,26,AutoETS,100,200,0.24880700592004984,0.4154887386200805,20.0,0.7430562434956705,0.2903138552809351,9.0,0.8957692307692308 weekly,rx_claims,rx_claims,original,26w,26,Seasonal Naive,100,200,0.5988297221878663,1.0,21.0,2.5594928728999826,1.0,21.0,0.8948076923076923 weekly,rx_claims__company,rx_claims,company,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.17102165766586117,0.2268575747190145,1.0,0.2469932917064457,0.10150974869021596,1.0,0.8348076923076924 weekly,rx_claims__company,rx_claims,company,1w,1,Timestral-209M,100,5200,0.17303437972666819,0.22952741929618634,2.0,0.265844113116752,0.10925709328708298,4.0,0.8390384615384615 weekly,rx_claims__company,rx_claims,company,1w,1,t0-gamma + past & calendar covariates,100,5200,0.17388605682477948,0.23065715574920764,3.0,0.25656214531684673,0.10544237341267082,2.0,0.8513461538461539 weekly,rx_claims__company,rx_claims,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.1758713844300933,0.23329066200631668,4.0,0.2595255188104241,0.10666026599805248,3.0,0.8351923076923077 weekly,rx_claims__company,rx_claims,company,1w,1,t0-gamma,100,5200,0.17822620899773392,0.23641430024953516,5.0,0.27644825889837876,0.1136152042541075,5.0,0.8284615384615385 weekly,rx_claims__company,rx_claims,company,1w,1,t0-beta + past & calendar covariates,100,5200,0.17857669832278739,0.23687921889979102,6.0,0.2771940805335265,0.1139217233754509,6.0,0.8517307692307692 weekly,rx_claims__company,rx_claims,company,1w,1,TimesFM-3.0,100,5200,0.17861822580155018,0.23693430445588315,7.0,0.2803799378369812,0.1152310527584567,7.0,0.8228846153846154 weekly,rx_claims__company,rx_claims,company,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.17997381639244844,0.23873247433658876,8.0,0.3114035332120422,0.1279811859634194,13.0,0.8534615384615385 weekly,rx_claims__company,rx_claims,company,1w,1,TiRex-2,100,5200,0.18091028138819834,0.23997468061995986,9.0,0.31300435472981375,0.1286390944792507,15.0,0.8559615384615384 weekly,rx_claims__company,rx_claims,company,1w,1,Toto-2.0-22M,100,5200,0.1815501447164676,0.24082344939453465,10.0,0.30870416107236454,0.1268717931308168,11.0,0.8128846153846154 weekly,rx_claims__company,rx_claims,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.18190964257841521,0.2413003177291724,11.0,0.31212243119724886,0.12827663995453006,14.0,0.7955769230769231 weekly,rx_claims__company,rx_claims,company,1w,1,t0-beta,100,5200,0.18192935424924445,0.24132646495461163,12.0,0.2986061753761584,0.12272170474899324,8.0,0.8378846153846153 weekly,rx_claims__company,rx_claims,company,1w,1,TimesFM-2.5,100,5200,0.18313677032769815,0.24292808364415744,13.0,0.3088599474131049,0.12693581848222887,12.0,0.8857692307692308 weekly,rx_claims__company,rx_claims,company,1w,1,PatchTST-FM-r2,100,5200,0.18434712938744138,0.24453360615271016,14.0,0.29993894323412723,0.12326944808805367,9.0,0.81 weekly,rx_claims__company,rx_claims,company,1w,1,t0-alpha + past & calendar covariates,100,5200,0.18459337644864776,0.24486024905776319,15.0,0.306017878705723,0.12576777995675528,10.0,0.8515384615384616 weekly,rx_claims__company,rx_claims,company,1w,1,t0-alpha,100,5200,0.1876499746834682,0.2489147791793023,16.0,0.3215939383596363,0.13216925705813232,16.0,0.8382692307692308 weekly,rx_claims__company,rx_claims,company,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.18963623419174638,0.25154952159123084,17.0,0.3260234476221662,0.13398970476727412,17.0,0.6976923076923077 weekly,rx_claims__company,rx_claims,company,1w,1,Chronos-2,100,5200,0.1911569643503223,0.2535667465455734,18.0,0.34004148101077664,0.13975086142289744,18.0,0.7178846153846153 weekly,rx_claims__company,rx_claims,company,1w,1,AutoETS,100,5200,0.19269571141390293,0.25560787064479085,19.0,0.4146192825112173,0.17040098084871577,19.0,0.8823076923076923 weekly,rx_claims__company,rx_claims,company,1w,1,AutoTheta,100,5200,0.19823489027005997,0.262955505432063,20.0,0.5395624853096894,0.2217503637772911,20.0,0.9409615384615385 weekly,rx_claims__company,rx_claims,company,1w,1,Seasonal Naive,100,5200,0.753872370705225,1.0,21.0,2.4331977459643954,1.0,21.0,0.8586538461538461 weekly,rx_claims__company,rx_claims,company,4w,4,Timestral-209M + past & calendar covariates,100,1300,0.19297956585048243,0.2542806086037684,1.0,0.29247285526534755,0.11976090167806433,1.0,0.8530769230769231 weekly,rx_claims__company,rx_claims,company,4w,4,t0-gamma + past & calendar covariates,100,1300,0.19427925640277735,0.2559931531583052,2.0,0.3036783371286232,0.12434928855747428,2.0,0.855 weekly,rx_claims__company,rx_claims,company,4w,4,Timestral-209M,100,1300,0.1955230645069534,0.25763206389127485,3.0,0.31079998658319974,0.12726544007294188,4.0,0.8582692307692308 weekly,rx_claims__company,rx_claims,company,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,0.1972048900446526,0.2598481307551772,4.0,0.30664780616668685,0.12556521777313073,3.0,0.8590384615384615 weekly,rx_claims__company,rx_claims,company,4w,4,t0-beta + past & calendar covariates,100,1300,0.19883305064309748,0.26199348571052,5.0,0.32825278678463776,0.13441196000223588,5.0,0.8525 weekly,rx_claims__company,rx_claims,company,4w,4,TiRex-2 + past & calendar covariates,100,1300,0.19930600970374013,0.2626166828726385,6.0,0.35877580256763775,0.1469104323435047,14.0,0.8669230769230769 weekly,rx_claims__company,rx_claims,company,4w,4,TimesFM-3.0,100,1300,0.19938651236082824,0.2627227576508067,7.0,0.32945298110266413,0.13490341194770042,6.0,0.8515384615384616 weekly,rx_claims__company,rx_claims,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.20066145900512808,0.2644026982560264,8.0,0.3526572902630284,0.1444050423993215,10.0,0.8065384615384615 weekly,rx_claims__company,rx_claims,company,4w,4,t0-gamma,100,1300,0.20082915346825325,0.2646236618070378,9.0,0.3334210650260618,0.1365282509713739,7.0,0.8365384615384616 weekly,rx_claims__company,rx_claims,company,4w,4,TiRex-2,100,1300,0.20189508809974838,0.26602819655989557,10.0,0.3646092314500171,0.1492990871887374,15.0,0.8698076923076923 weekly,rx_claims__company,rx_claims,company,4w,4,Toto-2.0-22M,100,1300,0.2022038153660505,0.26643499277597116,11.0,0.3567699179959114,0.14608906878566574,12.0,0.8213461538461538 weekly,rx_claims__company,rx_claims,company,4w,4,TimesFM-2.5,100,1300,0.20297934691046857,0.2674568762704072,12.0,0.3538887425328139,0.14490929375649175,11.0,0.8853846153846154 weekly,rx_claims__company,rx_claims,company,4w,4,t0-beta,100,1300,0.2035871458447438,0.2682577459491999,13.0,0.35823498995779574,0.14668898202896258,13.0,0.8453846153846154 weekly,rx_claims__company,rx_claims,company,4w,4,PatchTST-FM-r2,100,1300,0.20512358216088208,0.2702822398888913,14.0,0.34318454584330155,0.14052617161644804,8.0,0.8275 weekly,rx_claims__company,rx_claims,company,4w,4,t0-alpha + past & calendar covariates,100,1300,0.2061122429346078,0.2715849543091342,15.0,0.3490390199066434,0.1429234439788372,9.0,0.8546153846153847 weekly,rx_claims__company,rx_claims,company,4w,4,t0-alpha,100,1300,0.20760620227686563,0.27355347822566606,16.0,0.36466551912897377,0.1493221356975609,16.0,0.8528846153846154 weekly,rx_claims__company,rx_claims,company,4w,4,AutoETS,100,1300,0.20939618459609008,0.27591205848009065,17.0,0.5080775929365258,0.20804607866016947,19.0,0.8948076923076923 weekly,rx_claims__company,rx_claims,company,4w,4,Chronos-2,100,1300,0.21066405751440487,0.27758267835054423,18.0,0.3963829323537013,0.1623096862968906,18.0,0.7228846153846153 weekly,rx_claims__company,rx_claims,company,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.21262263433724982,0.28016340809939294,19.0,0.3711305023961501,0.15196939752535749,17.0,0.6886538461538462 weekly,rx_claims__company,rx_claims,company,4w,4,AutoTheta,100,1300,0.2172476721423165,0.28625761513475845,20.0,0.6428565371107453,0.2632349537674945,20.0,0.945 weekly,rx_claims__company,rx_claims,company,4w,4,Seasonal Naive,100,1300,0.7589236430969535,1.0,21.0,2.442139723125661,1.0,21.0,0.8571153846153846 weekly,rx_claims__company,rx_claims,company,13w,13,Timestral-209M + past & calendar covariates,100,400,0.25607842700553923,0.3311565009274133,1.0,0.4411540814010776,0.17899620560546492,2.0,0.8526923076923077 weekly,rx_claims__company,rx_claims,company,13w,13,Timestral-209M,100,400,0.25818090165436947,0.3338753873097486,2.0,0.4608774259297327,0.18699886041773875,5.0,0.8653846153846154 weekly,rx_claims__company,rx_claims,company,13w,13,TimesFM-3.0 + past & calendar covariates,100,400,0.25938694325830824,0.33543502090404825,3.0,0.4464059259266066,0.18112711696304312,3.0,0.8619230769230769 weekly,rx_claims__company,rx_claims,company,13w,13,TimesFM-3.0,100,400,0.25986817373768284,0.3360573404158979,4.0,0.45621046619826766,0.185105263330316,4.0,0.8648076923076923 weekly,rx_claims__company,rx_claims,company,13w,13,TiRex-2 + past & calendar covariates,100,400,0.2610303036445385,0.33756018811016736,5.0,0.5003151807966356,0.20300054503630666,12.0,0.8736538461538461 weekly,rx_claims__company,rx_claims,company,13w,13,Toto-2.0-22M,100,400,0.26117971585607075,0.3377534055777433,6.0,0.516317978588626,0.20949360540818515,15.0,0.849423076923077 weekly,rx_claims__company,rx_claims,company,13w,13,t0-gamma + past & calendar covariates,100,400,0.26145588827068156,0.33811054730008455,7.0,0.43044401312327335,0.17465064548412604,1.0,0.8525 weekly,rx_claims__company,rx_claims,company,13w,13,t0-gamma,100,400,0.2629650886159259,0.34006222090013655,8.0,0.4698774178857642,0.19065056506817069,6.0,0.845 weekly,rx_claims__company,rx_claims,company,13w,13,TiRex-2,100,400,0.26413026446002474,0.34156900755143293,9.0,0.5104523294986915,0.20711364571886998,14.0,0.8725 weekly,rx_claims__company,rx_claims,company,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.2651294816530865,0.34286117914585496,10.0,0.48559031866464536,0.1970260010825954,9.0,0.8215384615384616 weekly,rx_claims__company,rx_claims,company,13w,13,t0-beta + past & calendar covariates,100,400,0.26539897095103115,0.34320967836926985,11.0,0.47201595937846075,0.1915182682785928,8.0,0.8469230769230769 weekly,rx_claims__company,rx_claims,company,13w,13,Chronos-2 + past & calendar covariates,100,400,0.2656562275687384,0.343542358487453,12.0,0.470623012854125,0.19095308674003475,7.0,0.7230769230769231 weekly,rx_claims__company,rx_claims,company,13w,13,t0-alpha,100,400,0.2681162830624844,0.3467236626641558,13.0,0.49194716112070713,0.19960526018330016,10.0,0.8459615384615385 weekly,rx_claims__company,rx_claims,company,13w,13,PatchTST-FM-r2,100,400,0.268896770060918,0.347732975890744,14.0,0.5437047655755451,0.2206056661621394,17.0,0.8307692307692308 weekly,rx_claims__company,rx_claims,company,13w,13,t0-alpha + past & calendar covariates,100,400,0.2695059667943561,0.3485207793030846,15.0,0.5030339238060476,0.20410366229899995,13.0,0.85 weekly,rx_claims__company,rx_claims,company,13w,13,Chronos-2,100,400,0.2697624720361884,0.34885248775407757,16.0,0.49391197753148447,0.20040247525410612,11.0,0.7326923076923078 weekly,rx_claims__company,rx_claims,company,13w,13,t0-beta,100,400,0.2713340300117962,0.35088480123824145,17.0,0.5292917138952742,0.2147576378411264,16.0,0.8367307692307692 weekly,rx_claims__company,rx_claims,company,13w,13,TimesFM-2.5,100,400,0.27272664822337267,0.3526857126991022,18.0,0.5460122079088623,0.22154190009882985,18.0,0.8680769230769231 weekly,rx_claims__company,rx_claims,company,13w,13,AutoETS,100,400,0.2798543031833926,0.3619030813934478,19.0,0.7719629981785723,0.3132203766605464,19.0,0.8986538461538461 weekly,rx_claims__company,rx_claims,company,13w,13,AutoTheta,100,400,0.28591070819882036,0.3697351268982607,20.0,0.8911881915355773,0.36159544134475957,20.0,0.9557692307692308 weekly,rx_claims__company,rx_claims,company,13w,13,Seasonal Naive,100,400,0.7732852179811789,1.0,21.0,2.4646001847293277,1.0,21.0,0.8557692307692308 weekly,rx_claims__company,rx_claims,company,26w,26,Timestral-209M + past & calendar covariates,100,200,0.3181140773001989,0.40822746896341155,1.0,0.7203591630515558,0.2921441174045459,6.0,0.8278846153846153 weekly,rx_claims__company,rx_claims,company,26w,26,Timestral-209M,100,200,0.32065728592868586,0.41149110202946226,2.0,0.7088663481737848,0.28748316710200916,2.0,0.8640384615384616 weekly,rx_claims__company,rx_claims,company,26w,26,t0-gamma + past & calendar covariates,100,200,0.3230620386199824,0.4145770582153136,3.0,0.6904765506992583,0.2800251219656285,1.0,0.8403846153846153 weekly,rx_claims__company,rx_claims,company,26w,26,TiRex-2 + past & calendar covariates,100,200,0.3260367586674182,0.4183944385907613,4.0,0.8193573413589917,0.33229316653132684,14.0,0.8636538461538461 weekly,rx_claims__company,rx_claims,company,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,0.3275944961014216,0.4203934422670201,5.0,0.7269849147721886,0.29483121363077575,7.0,0.8313461538461538 weekly,rx_claims__company,rx_claims,company,26w,26,TimesFM-3.0,100,200,0.32767414547077256,0.420495654217936,6.0,0.7193498621401551,0.2917347919748426,5.0,0.8596153846153847 weekly,rx_claims__company,rx_claims,company,26w,26,Chronos-2 + past & calendar covariates,100,200,0.3284896007347347,0.42154210661414987,7.0,0.7479299884732568,0.30332555976285064,10.0,0.7146153846153847 weekly,rx_claims__company,rx_claims,company,26w,26,t0-gamma,100,200,0.3290039964348228,0.42220221715208894,8.0,0.7328540611213723,0.29721146596606485,8.0,0.831923076923077 weekly,rx_claims__company,rx_claims,company,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,0.3292314602200089,0.4224941154738967,9.0,0.7107225663271085,0.28823596270998875,3.0,0.8532692307692308 weekly,rx_claims__company,rx_claims,company,26w,26,Toto-2.0-22M,100,200,0.32959391798282367,0.4229592480338129,10.0,0.8044025422158343,0.3262281966930417,12.0,0.8571153846153847 weekly,rx_claims__company,rx_claims,company,26w,26,AutoTheta,100,200,0.33022733585387015,0.42377209660841236,11.0,1.1295692245772215,0.45810065462835226,20.0,0.9644230769230769 weekly,rx_claims__company,rx_claims,company,26w,26,TiRex-2,100,200,0.33098787486863207,0.4247480764194259,12.0,0.8463075035988074,0.3432228968176851,16.0,0.854423076923077 weekly,rx_claims__company,rx_claims,company,26w,26,t0-alpha,100,200,0.332768516141324,0.4270331267575059,13.0,0.7178489362188819,0.2911260863443034,4.0,0.8211538461538461 weekly,rx_claims__company,rx_claims,company,26w,26,t0-beta + past & calendar covariates,100,200,0.333649740306328,0.4281639786629671,14.0,0.7392838502108088,0.2998190888783264,9.0,0.8207692307692308 weekly,rx_claims__company,rx_claims,company,26w,26,AutoETS,100,200,0.33664438178814216,0.43200692369372157,15.0,1.105988123748579,0.4485372586970391,19.0,0.9148076923076922 weekly,rx_claims__company,rx_claims,company,26w,26,TimesFM-2.5,100,200,0.3377942499028086,0.43348251934819815,16.0,0.8439872565280581,0.3422819126983562,15.0,0.8469230769230769 weekly,rx_claims__company,rx_claims,company,26w,26,PatchTST-FM-r2,100,200,0.33845253545872694,0.4343272799718977,17.0,0.989663327952252,0.4013613407060441,18.0,0.8115384615384617 weekly,rx_claims__company,rx_claims,company,26w,26,Chronos-2,100,200,0.33920731479690747,0.43529586854071023,18.0,0.809271237510725,0.3282027126883852,13.0,0.7092307692307692 weekly,rx_claims__company,rx_claims,company,26w,26,t0-alpha + past & calendar covariates,100,200,0.34306751520498663,0.44024956268607995,19.0,0.7860375217525671,0.3187801999581496,11.0,0.8190384615384616 weekly,rx_claims__company,rx_claims,company,26w,26,t0-beta,100,200,0.3526113506214889,0.45249691687218674,20.0,0.8595041502538032,0.3485748419132283,17.0,0.8153846153846154 weekly,rx_claims__company,rx_claims,company,26w,26,Seasonal Naive,100,200,0.7792569130832073,1.0,21.0,2.4657664492831124,1.0,21.0,0.8515384615384616 weekly,tts_revenue,tts_revenue,original,1w,1,Timestral-209M + past & calendar covariates,93,4836,0.5343384488524507,0.3295691903186832,1.0,1.6484523687781398,0.22434845667113282,1.0,0.8194789081885856 weekly,tts_revenue,tts_revenue,original,1w,1,Timestral-209M,93,4836,0.5370211274753173,0.331223812447265,2.0,1.672396664694705,0.22760718949029218,4.0,0.8120347394540943 weekly,tts_revenue,tts_revenue,original,1w,1,t0-gamma + past & calendar covariates,93,4836,0.5436826590280782,0.33533251090390936,3.0,1.7115589916954637,0.23293704177397254,10.0,0.8211331679073615 weekly,tts_revenue,tts_revenue,original,1w,1,TimesFM-3.0,93,4836,0.5447950586120495,0.3360186165565862,4.0,1.6492371855117154,0.2244552674145199,2.0,0.8058312655086849 weekly,tts_revenue,tts_revenue,original,1w,1,t0-beta + past & calendar covariates,93,4836,0.5456622125046884,0.33655345960763833,5.0,1.7583191197584704,0.2393009275394168,17.0,0.7847394540942928 weekly,tts_revenue,tts_revenue,original,1w,1,TiRex-2 + past & calendar covariates,93,4836,0.5468087315401359,0.3372606094506056,6.0,1.6928010292900102,0.23038415034946755,9.0,0.7915632754342432 weekly,tts_revenue,tts_revenue,original,1w,1,TimesFM-3.0 + past & calendar covariates,93,4836,0.5469628560625227,0.3373556703509776,7.0,1.6858150957618798,0.22943338984517414,7.0,0.8167907361455748 weekly,tts_revenue,tts_revenue,original,1w,1,t0-gamma,93,4836,0.5485321417914328,0.3383235741732952,8.0,1.713426789303333,0.23319124233119587,11.0,0.8033498759305211 weekly,tts_revenue,tts_revenue,original,1w,1,TiRex-2,93,4836,0.5490506210046107,0.33864336170655446,9.0,1.6839352666958536,0.22917755184963587,6.0,0.7950785773366419 weekly,tts_revenue,tts_revenue,original,1w,1,PatchTST-FM-r2,93,4836,0.5495057218813786,0.3389240587587539,10.0,1.7211023976044322,0.23423586509918043,13.0,0.7797766749379652 weekly,tts_revenue,tts_revenue,original,1w,1,t0-alpha,93,4836,0.5512646744255747,0.3400089452516587,11.0,1.7448179940680009,0.2374634727428157,15.0,0.8023159636062862 weekly,tts_revenue,tts_revenue,original,1w,1,t0-beta,93,4836,0.5519753694021532,0.3404472875953503,12.0,1.7224228170567537,0.23441556945212236,14.0,0.7907361455748553 weekly,tts_revenue,tts_revenue,original,1w,1,Chronos-2,93,4836,0.5522501368417098,0.34061675861652624,13.0,1.7566478357484432,0.2390734717782372,16.0,0.7677832919768404 weekly,tts_revenue,tts_revenue,original,1w,1,Toto-2.0-22M + past & calendar covariates,93,4836,0.5542016430047413,0.34182040830228905,14.0,1.6804447659972017,0.22870250722014956,5.0,0.7965260545905707 weekly,tts_revenue,tts_revenue,original,1w,1,Toto-2.0-22M,93,4836,0.5552803845156997,0.3424857543336166,15.0,1.688426284670743,0.22978876329294592,8.0,0.7946650124069479 weekly,tts_revenue,tts_revenue,original,1w,1,TimesFM-2.5,93,4836,0.5560469206808732,0.3429585383974413,16.0,1.664616587288133,0.22654834885163902,3.0,0.7988006617038875 weekly,tts_revenue,tts_revenue,original,1w,1,t0-alpha + past & calendar covariates,93,4836,0.5594145916108356,0.3450356499809911,17.0,1.720914122478314,0.23421024152959832,12.0,0.7996277915632755 weekly,tts_revenue,tts_revenue,original,1w,1,Chronos-2 + past & calendar covariates,93,4836,0.5607178305194912,0.34583946148443023,18.0,1.8342189482236368,0.24963062204577688,18.0,0.7429693961952026 weekly,tts_revenue,tts_revenue,original,1w,1,AutoETS,93,4836,0.5875656125972384,0.3623986325869741,19.0,2.1574413317957437,0.2936200294981232,19.0,0.8153432588916459 weekly,tts_revenue,tts_revenue,original,1w,1,AutoTheta,93,4836,0.5900363793506467,0.3639225517437105,20.0,2.158302172460296,0.29373718682592354,20.0,0.8019023986765922 weekly,tts_revenue,tts_revenue,original,1w,1,Seasonal Naive,93,4836,1.6213240331590524,1.0,21.0,7.347732153979413,1.0,21.0,0.598014888337469 weekly,tts_revenue,tts_revenue,original,4w,4,Timestral-209M + past & calendar covariates,93,1209,0.7023358741975043,0.4195479620725959,1.0,2.0776864830992485,0.28127702452431663,3.0,0.8083126550868487 weekly,tts_revenue,tts_revenue,original,4w,4,Timestral-209M,93,1209,0.7070842866233413,0.42238447780463995,2.0,2.091412301917006,0.2831352247425034,6.0,0.794251447477254 weekly,tts_revenue,tts_revenue,original,4w,4,Toto-2.0-22M,93,1209,0.720991246547506,0.4306919513499366,3.0,2.1480517420012473,0.29080306746430523,10.0,0.782671629445823 weekly,tts_revenue,tts_revenue,original,4w,4,Chronos-2,93,1209,0.7228044209805468,0.43177507078924127,4.0,2.158910064819891,0.2922730663109054,12.0,0.7562034739454094 weekly,tts_revenue,tts_revenue,original,4w,4,Chronos-2 + past & calendar covariates,93,1209,0.7229421475867225,0.43185734327320097,5.0,2.326879261386812,0.3150127222726691,18.0,0.7162944582299421 weekly,tts_revenue,tts_revenue,original,4w,4,TimesFM-3.0 + past & calendar covariates,93,1209,0.723309563387504,0.4320768230920658,6.0,2.1559216399649643,0.2918684936008041,11.0,0.7977667493796526 weekly,tts_revenue,tts_revenue,original,4w,4,TiRex-2 + past & calendar covariates,93,1209,0.7240043686837606,0.4324918725816206,7.0,2.143576311982258,0.2901971841178774,9.0,0.7830851943755169 weekly,tts_revenue,tts_revenue,original,4w,4,TimesFM-3.0,93,1209,0.7245787437088852,0.43283498174079854,8.0,2.043938072754879,0.27670816751855226,1.0,0.7925971877584781 weekly,tts_revenue,tts_revenue,original,4w,4,t0-beta + past & calendar covariates,93,1209,0.7285716453186546,0.43522018488174485,9.0,2.205067304506999,0.2985218296084742,17.0,0.7642679900744417 weekly,tts_revenue,tts_revenue,original,4w,4,t0-alpha,93,1209,0.7327088127096925,0.4376915667539102,10.0,2.1841242535227625,0.2956865610955271,15.0,0.8029363110008272 weekly,tts_revenue,tts_revenue,original,4w,4,PatchTST-FM-r2,93,1209,0.7332096593676749,0.43799075294443124,11.0,2.162242865590444,0.29272426060402856,13.0,0.7748138957816377 weekly,tts_revenue,tts_revenue,original,4w,4,TiRex-2,93,1209,0.7336019928854357,0.43822511763214905,12.0,2.1083305872453897,0.28542562081329204,7.0,0.7779156327543424 weekly,tts_revenue,tts_revenue,original,4w,4,Toto-2.0-22M + past & calendar covariates,93,1209,0.7374612342410377,0.4405304773686699,13.0,2.0810852070807004,0.2817371434962879,5.0,0.7781224152191895 weekly,tts_revenue,tts_revenue,original,4w,4,t0-gamma + past & calendar covariates,93,1209,0.7428311252446028,0.44373824007860113,14.0,2.1746996213417615,0.2944106551690691,14.0,0.8010752688172043 weekly,tts_revenue,tts_revenue,original,4w,4,t0-gamma,93,1209,0.7433527585831227,0.444049843418492,15.0,2.1956434781110783,0.2972460327691338,16.0,0.7988006617038875 weekly,tts_revenue,tts_revenue,original,4w,4,t0-beta,93,1209,0.7438215217180209,0.44432986416806003,16.0,2.138990161996656,0.2895763115115118,8.0,0.7849462365591398 weekly,tts_revenue,tts_revenue,original,4w,4,t0-alpha + past & calendar covariates,93,1209,0.7454465515262633,0.44530059337242306,17.0,2.0782901943757026,0.2813587549070736,4.0,0.7754342431761787 weekly,tts_revenue,tts_revenue,original,4w,4,TimesFM-2.5,93,1209,0.749166740632612,0.4475228887376949,18.0,2.0769205594072515,0.28117333383813753,2.0,0.7634408602150538 weekly,tts_revenue,tts_revenue,original,4w,4,AutoTheta,93,1209,0.7504005787157221,0.448259935316567,19.0,2.5986975892226925,0.35181146505064737,19.0,0.7886683209263854 weekly,tts_revenue,tts_revenue,original,4w,4,AutoETS,93,1209,0.7555642096542649,0.45134448633659846,20.0,2.6138431584585775,0.35386187096320937,20.0,0.8072787427626137 weekly,tts_revenue,tts_revenue,original,4w,4,Seasonal Naive,93,1209,1.674029998210256,1.0,21.0,7.386619958074929,1.0,21.0,0.5920181968569065 weekly,tts_revenue,tts_revenue,original,13w,13,Timestral-209M + past & calendar covariates,93,372,1.0072061637743732,0.5516288256259999,1.0,3.1081979287771433,0.4116092441398497,7.0,0.7985938792390406 weekly,tts_revenue,tts_revenue,original,13w,13,Timestral-209M,93,372,1.02261006218363,0.5600652656470958,2.0,3.111385901644329,0.4120314177376285,8.0,0.7826716294458229 weekly,tts_revenue,tts_revenue,original,13w,13,Chronos-2 + past & calendar covariates,93,372,1.031136696739726,0.5647351510944757,3.0,3.9651629822022976,0.525094532392831,20.0,0.6972704714640199 weekly,tts_revenue,tts_revenue,original,13w,13,AutoETS,93,372,1.0430603034601456,0.5712654975210338,4.0,3.706547384015132,0.490846851475524,18.0,0.8031430934656741 weekly,tts_revenue,tts_revenue,original,13w,13,Chronos-2,93,372,1.0446722918211007,0.5721483547537023,5.0,3.2820702156442847,0.4346346248312292,11.0,0.7233250620347395 weekly,tts_revenue,tts_revenue,original,13w,13,TimesFM-3.0,93,372,1.0479570296595608,0.5739473469972853,6.0,3.066862750720289,0.4061353516187702,6.0,0.7679900744416873 weekly,tts_revenue,tts_revenue,original,13w,13,t0-alpha,93,372,1.0549373704151395,0.5777703549493411,7.0,3.4076860758670255,0.45126955299959126,16.0,0.7812241521918942 weekly,tts_revenue,tts_revenue,original,13w,13,Toto-2.0-22M,93,372,1.055119157811696,0.5778699166594288,8.0,3.256154186408295,0.4312026435194314,9.0,0.7566170388751033 weekly,tts_revenue,tts_revenue,original,13w,13,AutoTheta,93,372,1.057948343816794,0.5794194113007456,9.0,3.9190537356081143,0.5189884244250039,19.0,0.7785359801488835 weekly,tts_revenue,tts_revenue,original,13w,13,PatchTST-FM-r2,93,372,1.0591014042242426,0.5800509218904477,10.0,3.304336684499497,0.437583305907908,12.0,0.7336641852770884 weekly,tts_revenue,tts_revenue,original,13w,13,TimesFM-3.0 + past & calendar covariates,93,372,1.0600026538099523,0.5805445201908174,11.0,3.548042806640047,0.4698565700388031,17.0,0.7766749379652605 weekly,tts_revenue,tts_revenue,original,13w,13,TiRex-2 + past & calendar covariates,93,372,1.0642516727825257,0.582871631987989,12.0,3.0054316784988018,0.3980002206576171,5.0,0.7744003308519438 weekly,tts_revenue,tts_revenue,original,13w,13,Toto-2.0-22M + past & calendar covariates,93,372,1.0664076700684832,0.5840524331920333,13.0,2.9746638058884582,0.39392572441280516,3.0,0.7448304383788256 weekly,tts_revenue,tts_revenue,original,13w,13,t0-beta + past & calendar covariates,93,372,1.071100499604732,0.5866226121077809,14.0,3.3542118733256054,0.44418812620714926,15.0,0.7406947890818859 weekly,tts_revenue,tts_revenue,original,13w,13,t0-gamma,93,372,1.0744115229806872,0.5884360004707492,15.0,3.26903949879923,0.4329090064394483,10.0,0.7950785773366419 weekly,tts_revenue,tts_revenue,original,13w,13,t0-beta,93,372,1.0840083441273016,0.5936920079985541,16.0,3.3413059031948324,0.44247902764517033,14.0,0.7737799834574028 weekly,tts_revenue,tts_revenue,original,13w,13,t0-alpha + past & calendar covariates,93,372,1.0853871896985106,0.5944471770895725,17.0,2.9796814781745575,0.3945901995666881,4.0,0.7442100909842846 weekly,tts_revenue,tts_revenue,original,13w,13,TiRex-2,93,372,1.0900735451057473,0.5970138102404983,18.0,2.8640301314248475,0.37927484175801335,1.0,0.7572373862696443 weekly,tts_revenue,tts_revenue,original,13w,13,TimesFM-2.5,93,372,1.0910674434293821,0.5975581505997786,19.0,2.874644409694379,0.38068045850306104,2.0,0.7297353184449958 weekly,tts_revenue,tts_revenue,original,13w,13,t0-gamma + past & calendar covariates,93,372,1.0963147258835808,0.6004319934752934,20.0,3.3212289762062346,0.43982030097081115,13.0,0.7777088502894954 weekly,tts_revenue,tts_revenue,original,13w,13,Seasonal Naive,93,372,1.8258765985105556,1.0,21.0,7.551331689045089,1.0,21.0,0.5783705541770058 weekly,tts_revenue,tts_revenue,original,26w,26,Timestral-209M + past & calendar covariates,93,186,1.3828958993671236,0.6729441928229124,1.0,4.7181021928775895,0.6033356029913771,10.0,0.7878411910669976 weekly,tts_revenue,tts_revenue,original,26w,26,AutoTheta,93,186,1.3866498211232396,0.6747709245727469,2.0,5.831818661844592,0.7457540521678271,19.0,0.7675765095119934 weekly,tts_revenue,tts_revenue,original,26w,26,Timestral-209M,93,186,1.3898381984530868,0.6763224513432224,3.0,4.7408261937218725,0.6062414745031174,11.0,0.782258064516129 weekly,tts_revenue,tts_revenue,original,26w,26,AutoETS,93,186,1.3917770264164606,0.6772659229519185,4.0,5.773516698236247,0.7382985861920535,18.0,0.7983870967741935 weekly,tts_revenue,tts_revenue,original,26w,26,Chronos-2,93,186,1.3985929523809482,0.6805826858395747,5.0,4.619201262674699,0.5906884728697688,9.0,0.7053349875930522 weekly,tts_revenue,tts_revenue,original,26w,26,TimesFM-3.0,93,186,1.4001068759043878,0.6813193906370528,6.0,3.8838617297373306,0.496655638825202,4.0,0.7452440033085195 weekly,tts_revenue,tts_revenue,original,26w,26,Chronos-2 + past & calendar covariates,93,186,1.4041447260128574,0.683284287476524,7.0,6.819986252654956,0.8721177180837797,20.0,0.685277088502895 weekly,tts_revenue,tts_revenue,original,26w,26,Toto-2.0-22M,93,186,1.404214409534219,0.6833181968409651,8.0,4.985986111485703,0.637591729492644,14.0,0.7555831265508686 weekly,tts_revenue,tts_revenue,original,26w,26,t0-alpha,93,186,1.4219197228325764,0.6919339485918327,9.0,4.970354805429831,0.6355928487818787,13.0,0.7471050454921422 weekly,tts_revenue,tts_revenue,original,26w,26,Toto-2.0-22M + past & calendar covariates,93,186,1.4284381165686753,0.6951059264776941,10.0,4.153067051510626,0.5310807420766255,5.0,0.726840363937138 weekly,tts_revenue,tts_revenue,original,26w,26,PatchTST-FM-r2,93,186,1.4309819174377862,0.6963437897350437,11.0,5.420970740668041,0.6932161527906147,17.0,0.7127791563275434 weekly,tts_revenue,tts_revenue,original,26w,26,TiRex-2 + past & calendar covariates,93,186,1.4584139348068408,0.7096927459322317,12.0,4.176557343623716,0.5340846044299865,6.0,0.7533085194375517 weekly,tts_revenue,tts_revenue,original,26w,26,TimesFM-3.0 + past & calendar covariates,93,186,1.4584421034628983,0.7097064533512226,13.0,5.229675105433108,0.668753887516175,16.0,0.7477253928866832 weekly,tts_revenue,tts_revenue,original,26w,26,t0-gamma,93,186,1.4621353624112023,0.7115036653922663,14.0,5.025883923911266,0.6426937323178801,15.0,0.7719189412737799 weekly,tts_revenue,tts_revenue,original,26w,26,t0-beta,93,186,1.4721038065082368,0.7163545052636183,15.0,4.841213948298145,0.6190787349023639,12.0,0.7475186104218363 weekly,tts_revenue,tts_revenue,original,26w,26,t0-alpha + past & calendar covariates,93,186,1.4813251477558806,0.720841790275802,16.0,3.8518124592599494,0.4925572820837785,3.0,0.7051282051282052 weekly,tts_revenue,tts_revenue,original,26w,26,TimesFM-2.5,93,186,1.4843163830591601,0.7222973838802301,17.0,3.476600891217235,0.4445764439416691,1.0,0.6883788254755997 weekly,tts_revenue,tts_revenue,original,26w,26,t0-beta + past & calendar covariates,93,186,1.4895996109564418,0.7248683059101984,18.0,4.473484520769179,0.5720546886172311,8.0,0.7040942928039702 weekly,tts_revenue,tts_revenue,original,26w,26,TiRex-2,93,186,1.4900206466713373,0.7250731901241436,19.0,3.7502761699247142,0.47957315078538076,2.0,0.7204301075268817 weekly,tts_revenue,tts_revenue,original,26w,26,t0-gamma + past & calendar covariates,93,186,1.5100466580280163,0.734818238940942,20.0,4.409335724817283,0.5638515486883771,7.0,0.7421422663358148 weekly,tts_revenue,tts_revenue,original,26w,26,Seasonal Naive,93,186,2.0549934364780786,1.0,21.0,7.82002946533394,1.0,21.0,0.5485938792390405 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-gamma + past & calendar covariates,100,5200,0.7163626331888612,0.4200538927439235,1.0,1.8722356221818361,0.41067060934555727,5.0,0.8176923076923077 weekly,tts_revenue__company,tts_revenue,company,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.7168611964893274,0.4203462355399288,2.0,1.8500326373900855,0.40580043532168497,1.0,0.8136538461538462 weekly,tts_revenue__company,tts_revenue,company,1w,1,Timestral-209M,100,5200,0.7169968841878376,0.4204257987992559,3.0,1.8662424135084639,0.40935601270576005,4.0,0.8034615384615384 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-beta + past & calendar covariates,100,5200,0.7250990835180815,0.4251766892153378,4.0,1.9081007091610824,0.41853753429319507,14.0,0.7807692307692308 weekly,tts_revenue__company,tts_revenue,company,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.7254103298230621,0.42535919485696694,5.0,1.8649861353716517,0.4090804509645777,3.0,0.8065384615384615 weekly,tts_revenue__company,tts_revenue,company,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.7255616667588521,0.42544793436688744,6.0,1.8891253825191112,0.4143753397156194,7.0,0.7721153846153846 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-gamma,100,5200,0.7257134979145416,0.4255369636727619,7.0,1.9089863689460065,0.4187318017450256,15.0,0.8046153846153846 weekly,tts_revenue__company,tts_revenue,company,1w,1,TimesFM-3.0,100,5200,0.7284098528207728,0.4271180265620136,8.0,1.8627022400224842,0.4085794837339515,2.0,0.7903846153846154 weekly,tts_revenue__company,tts_revenue,company,1w,1,TiRex-2,100,5200,0.7287828892160947,0.42733676408785665,9.0,1.893884255128732,0.4154191875578655,9.0,0.7736538461538461 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-beta,100,5200,0.7304640264825899,0.4283225333342015,10.0,1.9208112198569114,0.42132555579578046,18.0,0.7867307692307692 weekly,tts_revenue__company,tts_revenue,company,1w,1,PatchTST-FM-r2,100,5200,0.7306413838649679,0.4284265304655749,11.0,1.915742393279371,0.420213720258307,17.0,0.7738461538461539 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-alpha,100,5200,0.7310264999760033,0.42865235117997863,12.0,1.9128337746158455,0.4195757213949418,16.0,0.7834615384615384 weekly,tts_revenue__company,tts_revenue,company,1w,1,TimesFM-2.5,100,5200,0.7342263967085778,0.43052867612578594,13.0,1.8968789486209017,0.41607606673838193,11.0,0.7848076923076923 weekly,tts_revenue__company,tts_revenue,company,1w,1,Toto-2.0-22M + past & calendar covariates,100,5200,0.734234656380641,0.43053351935356216,14.0,1.8915261363524145,0.4149019395879487,8.0,0.7788461538461539 weekly,tts_revenue__company,tts_revenue,company,1w,1,t0-alpha + past & calendar covariates,100,5200,0.7344259809137342,0.4306457064096422,15.0,1.8877177273019587,0.41406657375746353,6.0,0.7815384615384615 weekly,tts_revenue__company,tts_revenue,company,1w,1,Chronos-2,100,5200,0.7354453329014391,0.4312434243121041,16.0,1.9014526571440258,0.4170792992609912,13.0,0.7626923076923077 weekly,tts_revenue__company,tts_revenue,company,1w,1,Toto-2.0-22M,100,5200,0.7414917188417939,0.4347888464678805,17.0,1.896456930163632,0.4159834979532629,10.0,0.7763461538461538 weekly,tts_revenue__company,tts_revenue,company,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.744233176030366,0.436396356003553,18.0,1.8972501825409118,0.41615749605119606,12.0,0.755576923076923 weekly,tts_revenue__company,tts_revenue,company,1w,1,AutoTheta,100,5200,0.759887985153552,0.44557587376131935,19.0,2.1111176939738483,0.463068846416931,19.0,0.7703846153846153 weekly,tts_revenue__company,tts_revenue,company,1w,1,AutoETS,100,5200,0.7657873076360183,0.44903506224841394,20.0,2.2249988977439727,0.4880484284690988,20.0,0.7917307692307692 weekly,tts_revenue__company,tts_revenue,company,1w,1,Seasonal 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weekly,tts_revenue__company,tts_revenue,company,4w,4,TimesFM-3.0,100,1300,0.9223027977625903,0.520069053914423,10.0,2.170683452155386,0.4747927444765638,3.0,0.7888461538461539 weekly,tts_revenue__company,tts_revenue,company,4w,4,Chronos-2 + past & calendar covariates,100,1300,0.924549374840683,0.5213358561168926,11.0,2.214391983340583,0.4843530944473774,14.0,0.7290384615384615 weekly,tts_revenue__company,tts_revenue,company,4w,4,TiRex-2,100,1300,0.9251950951602771,0.5216999655574356,12.0,2.1864789834091787,0.47824769486419716,9.0,0.7690384615384616 weekly,tts_revenue__company,tts_revenue,company,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,0.9255791474669758,0.5219165253686853,13.0,2.1669245682068743,0.47397056525724435,1.0,0.7757692307692308 weekly,tts_revenue__company,tts_revenue,company,4w,4,t0-beta,100,1300,0.9260022717365411,0.5221551171186993,14.0,2.2124005060632244,0.4839174993995868,13.0,0.7930769230769231 weekly,tts_revenue__company,tts_revenue,company,4w,4,t0-beta 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weekly,tts_revenue__company,tts_revenue,company,26w,26,t0-gamma,100,200,1.7525002337250357,0.779438661764626,13.0,3.0085455362512925,0.647043708861366,6.0,0.7403846153846153 weekly,tts_revenue__company,tts_revenue,company,26w,26,TiRex-2 + past & calendar covariates,100,200,1.7539948838148862,0.780103419488146,14.0,3.0270435683843773,0.6510220549338477,7.0,0.7207692307692308 weekly,tts_revenue__company,tts_revenue,company,26w,26,t0-beta,100,200,1.7665666816607948,0.7856948283224616,15.0,3.12760993930771,0.6726507246165544,18.0,0.7121153846153847 weekly,tts_revenue__company,tts_revenue,company,26w,26,t0-alpha + past & calendar covariates,100,200,1.7884540136535383,0.7954293963583018,16.0,3.104548585898667,0.6676909513768439,15.0,0.6723076923076923 weekly,tts_revenue__company,tts_revenue,company,26w,26,TiRex-2,100,200,1.791011518886819,0.7965668675084466,17.0,3.0988868959634632,0.6664732995879792,13.0,0.6861538461538461 weekly,tts_revenue__company,tts_revenue,company,26w,26,t0-gamma + past & calendar covariates,100,200,1.7915589443377453,0.7968103394080075,18.0,3.1174631807055744,0.6704684753403718,16.0,0.7146153846153847 weekly,tts_revenue__company,tts_revenue,company,26w,26,t0-beta + past & calendar covariates,100,200,1.7919025770892576,0.7969631728552293,19.0,3.3267608651449034,0.7154818375660476,20.0,0.6611538461538461 weekly,tts_revenue__company,tts_revenue,company,26w,26,TimesFM-2.5,100,200,1.7982032918518158,0.7997654667369541,20.0,3.1997897216278774,0.6881743301244307,19.0,0.6432692307692308 weekly,tts_revenue__company,tts_revenue,company,26w,26,Seasonal Naive,100,200,2.248413274442183,1.0,21.0,4.649678986208792,1.0,21.0,0.5403846153846154 weekly,tts_revenue__product,tts_revenue,product,1w,1,TimesFM-3.0 + past & calendar covariates,100,5200,0.7902357473552751,0.4436393698086159,1.0,1.648976276043827,0.36408675276616614,2.0,0.8111538461538461 weekly,tts_revenue__product,tts_revenue,product,1w,1,Timestral-209M + past & calendar covariates,100,5200,0.7920311838742127,0.44464733019063934,2.0,1.6426254652353833,0.3626845215040973,1.0,0.8125 weekly,tts_revenue__product,tts_revenue,product,1w,1,TimesFM-3.0,100,5200,0.7929807325804651,0.4451804080614573,3.0,1.651112695685009,0.36455846488295296,3.0,0.8017307692307692 weekly,tts_revenue__product,tts_revenue,product,1w,1,t0-beta + past & calendar covariates,100,5200,0.7936564584821085,0.4455597614558991,4.0,1.6873058744292941,0.37254976052057553,11.0,0.7825 weekly,tts_revenue__product,tts_revenue,product,1w,1,t0-gamma + past & calendar covariates,100,5200,0.7962117095444115,0.4469942827044971,5.0,1.6617371303962043,0.36690429361934673,5.0,0.8192307692307692 weekly,tts_revenue__product,tts_revenue,product,1w,1,TiRex-2 + past & calendar covariates,100,5200,0.7962888922978603,0.44703761320202867,6.0,1.679508722668825,0.37082818349940394,7.0,0.7853846153846153 weekly,tts_revenue__product,tts_revenue,product,1w,1,Timestral-209M,100,5200,0.7974389650245117,0.44768326551704135,7.0,1.6585406861506784,0.36619853270412983,4.0,0.8044230769230769 weekly,tts_revenue__product,tts_revenue,product,1w,1,TiRex-2,100,5200,0.7996920324085379,0.4489481404581345,8.0,1.6765455622531011,0.37017393063393855,6.0,0.786923076923077 weekly,tts_revenue__product,tts_revenue,product,1w,1,TimesFM-2.5,100,5200,0.8026241785651057,0.45059425109972473,9.0,1.6820146435934884,0.37138147988419995,8.0,0.7873076923076923 weekly,tts_revenue__product,tts_revenue,product,1w,1,t0-alpha,100,5200,0.8035234444972852,0.45109910015619636,10.0,1.7198527166384,0.3797359609922621,18.0,0.7880769230769231 weekly,tts_revenue__product,tts_revenue,product,1w,1,PatchTST-FM-r2,100,5200,0.8041884138995463,0.451472414837984,11.0,1.7075001949768192,0.3770085782120631,17.0,0.7828846153846154 weekly,tts_revenue__product,tts_revenue,product,1w,1,Toto-2.0-22M + past & calendar 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weekly,tts_revenue__product,tts_revenue,product,1w,1,Toto-2.0-22M,100,5200,0.8205464233128095,0.46065582246249487,17.0,1.6945878753063441,0.3741575944788217,13.0,0.785 weekly,tts_revenue__product,tts_revenue,product,1w,1,Chronos-2 + past & calendar covariates,100,5200,0.8268100325292361,0.46417222077123105,18.0,1.6982667409062033,0.3749698719200287,15.0,0.7498076923076923 weekly,tts_revenue__product,tts_revenue,product,1w,1,AutoTheta,100,5200,0.879336901246368,0.4936608727509442,19.0,1.9245920217316228,0.4249415044788148,20.0,0.7480769230769231 weekly,tts_revenue__product,tts_revenue,product,1w,1,AutoETS,100,5200,0.8819477302622435,0.4951265955345028,20.0,1.919057354778642,0.4237194742120195,19.0,0.7590384615384616 weekly,tts_revenue__product,tts_revenue,product,1w,1,Seasonal Naive,100,5200,1.7812570324770307,1.0,21.0,4.529075181987953,1.0,21.0,0.5761538461538461 weekly,tts_revenue__product,tts_revenue,product,4w,4,Timestral-209M + past & calendar covariates,100,1300,1.0364081803720395,0.5475081016391239,1.0,2.04430767204477,0.4501939263734618,5.0,0.8075 weekly,tts_revenue__product,tts_revenue,product,4w,4,Timestral-209M,100,1300,1.0408748988799075,0.5498677555063108,2.0,2.0429656437959287,0.44989838721616576,4.0,0.7925 weekly,tts_revenue__product,tts_revenue,product,4w,4,TimesFM-3.0 + past & calendar covariates,100,1300,1.0478223106418616,0.5535378965734408,3.0,2.0350147520488466,0.44814745548375734,2.0,0.8007692307692308 weekly,tts_revenue__product,tts_revenue,product,4w,4,TimesFM-3.0,100,1300,1.048688400562214,0.553995429866907,4.0,2.0233742366499987,0.4455840011641947,1.0,0.7909615384615385 weekly,tts_revenue__product,tts_revenue,product,4w,4,Chronos-2 + past & calendar covariates,100,1300,1.0496626488599634,0.5545101004823343,5.0,2.038952680566884,0.44901465934233303,3.0,0.7326923076923076 weekly,tts_revenue__product,tts_revenue,product,4w,4,Chronos-2,100,1300,1.052190298381764,0.5558453934851291,6.0,2.0650459125399743,0.45476086609700883,6.0,0.7476923076923077 weekly,tts_revenue__product,tts_revenue,product,4w,4,TiRex-2 + past & calendar covariates,100,1300,1.053254655705699,0.5564076664089921,7.0,2.0734825981404543,0.45661877851792126,7.0,0.79 weekly,tts_revenue__product,tts_revenue,product,4w,4,Toto-2.0-22M + past & calendar covariates,100,1300,1.0578400679480204,0.5588300231595197,8.0,2.098983869212603,0.46223462465912435,13.0,0.7792307692307693 weekly,tts_revenue__product,tts_revenue,product,4w,4,TiRex-2,100,1300,1.0581071093026735,0.5589710943203945,9.0,2.0749273269904744,0.4569369342253178,8.0,0.7823076923076923 weekly,tts_revenue__product,tts_revenue,product,4w,4,PatchTST-FM-r2,100,1300,1.058510458505088,0.5591841734530122,10.0,2.1056193701199475,0.46369588327874506,14.0,0.7788461538461539 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weekly,tts_revenue__service,tts_revenue,service,13w,13,Chronos-2 + past & calendar covariates,100,400,0.8959863906932363,0.5944060449674303,6.0,2.329766477606477,0.4353389759236064,1.0,0.7484615384615385 weekly,tts_revenue__service,tts_revenue,service,13w,13,TimesFM-2.5,100,400,0.8965996480996126,0.5948128858673117,7.0,2.338913239826322,0.4370481352475465,2.0,0.7565384615384616 weekly,tts_revenue__service,tts_revenue,service,13w,13,Toto-2.0-22M + past & calendar covariates,100,400,0.89830392346876,0.5959435186450335,8.0,2.3971958210208997,0.4479387886479246,8.0,0.7738461538461539 weekly,tts_revenue__service,tts_revenue,service,13w,13,PatchTST-FM-r2,100,400,0.898684683089125,0.5961961182630359,9.0,2.422323241422403,0.45263408561023244,15.0,0.7678846153846153 weekly,tts_revenue__service,tts_revenue,service,13w,13,TiRex-2 + past & calendar covariates,100,400,0.9000334240781475,0.5970908860913173,10.0,2.404465425890576,0.4492971833066826,12.0,0.8057692307692308 weekly,tts_revenue__service,tts_revenue,service,13w,13,Toto-2.0-22M,100,400,0.9020166645264971,0.5984065870030363,11.0,2.402874730350872,0.44899994674932064,11.0,0.7830769230769231 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-alpha,100,400,0.9055580837315129,0.6007559987855038,12.0,2.488884142102632,0.46507162156810805,18.0,0.7996153846153846 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-gamma,100,400,0.9113987904487466,0.6046307801612782,13.0,2.3761182963245226,0.4440002531318018,5.0,0.818076923076923 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-beta,100,400,0.912316867495711,0.6052398413614593,14.0,2.4232622950408462,0.4528095566904973,16.0,0.7996153846153846 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-alpha + past & calendar covariates,100,400,0.9124679636127425,0.6053400799881478,15.0,2.4690930712200916,0.46137347215560204,17.0,0.7734615384615385 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-beta + past & calendar covariates,100,400,0.9125089541237351,0.605367273489939,16.0,2.415655795062041,0.45138820998344964,14.0,0.775 weekly,tts_revenue__service,tts_revenue,service,13w,13,TiRex-2,100,400,0.915089222829682,0.607079048727137,17.0,2.402459311823303,0.44892232185510494,10.0,0.7876923076923077 weekly,tts_revenue__service,tts_revenue,service,13w,13,t0-gamma + past & calendar covariates,100,400,0.9157220327684429,0.607498860966276,18.0,2.4087083444451074,0.4500900129040741,13.0,0.8105769230769231 weekly,tts_revenue__service,tts_revenue,service,13w,13,AutoTheta,100,400,0.9987666190084086,0.6625914433710852,19.0,3.5587767148538845,0.6649912021126418,19.0,0.7798076923076923 weekly,tts_revenue__service,tts_revenue,service,13w,13,AutoETS,100,400,1.2041803911669995,0.7988649282798896,20.0,977922.9742374935,182734.18826684135,21.0,0.7851923076923077 weekly,tts_revenue__service,tts_revenue,service,13w,13,Seasonal Naive,100,400,1.5073641970487204,1.0,21.0,5.351614733469916,1.0,20.0,0.6361538461538462 weekly,tts_revenue__service,tts_revenue,service,26w,26,TimesFM-3.0,100,200,1.0290672940771952,0.652263358323827,1.0,2.624627464856341,0.4871457224127087,2.0,0.7834615384615384 weekly,tts_revenue__service,tts_revenue,service,26w,26,TimesFM-3.0 + past & calendar covariates,100,200,1.043794369217724,0.6615979582520685,2.0,2.600126649767516,0.48259823236851723,1.0,0.8075 weekly,tts_revenue__service,tts_revenue,service,26w,26,TimesFM-2.5,100,200,1.0476346412954924,0.6640320738601917,3.0,2.7175338067731616,0.5043896656602008,8.0,0.745 weekly,tts_revenue__service,tts_revenue,service,26w,26,Timestral-209M + past & calendar covariates,100,200,1.0519913523269948,0.6667935288058592,4.0,2.6381656884282827,0.4896584933832355,3.0,0.8292307692307692 weekly,tts_revenue__service,tts_revenue,service,26w,26,Toto-2.0-22M + past & calendar covariates,100,200,1.0538942281616237,0.6679996464130477,5.0,2.733182814394422,0.5072942101049942,11.0,0.7703846153846153 weekly,tts_revenue__service,tts_revenue,service,26w,26,Chronos-2,100,200,1.0581467034368628,0.6706950326333471,6.0,2.721989131486458,0.5052165991603274,9.0,0.7576923076923078 weekly,tts_revenue__service,tts_revenue,service,26w,26,Timestral-209M,100,200,1.0599565236659152,0.6718421679347588,7.0,2.688090548447407,0.4989248301590342,5.0,0.8194230769230769 weekly,tts_revenue__service,tts_revenue,service,26w,26,Toto-2.0-22M,100,200,1.0626749668942939,0.6735652242594133,8.0,2.72643862752544,0.5060424508254897,10.0,0.7873076923076923 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-beta,100,200,1.063154873106667,0.6738694077074391,9.0,2.8327667860468,0.525777559251072,16.0,0.7826923076923077 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-alpha,100,200,1.0636856270175348,0.6742058204282968,10.0,2.783515948622935,0.5166363248863721,14.0,0.7926923076923077 weekly,tts_revenue__service,tts_revenue,service,26w,26,TiRex-2 + past & calendar covariates,100,200,1.0637935410825297,0.6742742206105289,11.0,2.705488582061953,0.5021540037340286,6.0,0.8090384615384616 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-gamma,100,200,1.0648120959005984,0.6749198207477544,12.0,2.7591371424213573,0.5121114803826677,13.0,0.811923076923077 weekly,tts_revenue__service,tts_revenue,service,26w,26,PatchTST-FM-r2,100,200,1.064934337749208,0.6749973024432282,13.0,2.716954656743643,0.504282172134627,7.0,0.7721153846153846 weekly,tts_revenue__service,tts_revenue,service,26w,26,Chronos-2 + past & calendar covariates,100,200,1.0771725699095551,0.682754375721913,14.0,2.6414086346742365,0.4902604025733526,4.0,0.7701923076923077 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-beta + past & calendar covariates,100,200,1.0804722862294798,0.6848458658127335,15.0,2.875712005826006,0.533748435268198,18.0,0.7540384615384617 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-alpha + past & calendar covariates,100,200,1.0812496386875767,0.6853385823997225,16.0,2.8388806286677815,0.5269123230681071,17.0,0.7582692307692308 weekly,tts_revenue__service,tts_revenue,service,26w,26,TiRex-2,100,200,1.0882097274889622,0.6897501606531103,17.0,2.757576183105198,0.5118217574928827,12.0,0.7771153846153847 weekly,tts_revenue__service,tts_revenue,service,26w,26,t0-gamma + past & calendar covariates,100,200,1.08997273998024,0.6908676273678201,18.0,2.78552566012825,0.5170093387240337,15.0,0.7973076923076923 weekly,tts_revenue__service,tts_revenue,service,26w,26,AutoTheta,100,200,1.213864830148371,0.7693953109002069,19.0,3.841272902927764,0.7129620063560266,19.0,0.7701923076923077 weekly,tts_revenue__service,tts_revenue,service,26w,26,AutoETS,100,200,1.488283400280786,0.9433326026314555,20.0,12.702480969002798,2.3576524100791767,21.0,0.7905769230769231 weekly,tts_revenue__service,tts_revenue,service,26w,26,Seasonal Naive,100,200,1.5776868054058277,1.0,21.0,5.38776662526611,1.0,20.0,0.6213461538461539