chronos-2-quantized-trt / embedl_chronos_2_ctx2048_gifteval.csv
dann-od's picture
First chronos-2 commit
17b6c94 verified
MSE[mean],MSE[0.5],MAE[0.5],MASE[0.5],MAPE[0.5],sMAPE[0.5],MSIS,RMSE[mean],NRMSE[mean],ND[0.5],mean_weighted_sum_quantile_loss,dataset,term,prediction_length,target_dim,to_univariate,elapsed_s
60.32195129610016,60.32195129610016,4.080834694399748,0.8271355677911729,0.11158949982679024,0.0940758013775785,7.266265519332134,7.766720755640708,0.13747885649015573,0.07223492448907415,0.05808633146322965,LOOP_SEATTLE/H,short,48,1,False,268.4044370651245
70.79225764318886,70.79225764318886,4.428027545310887,0.9058218343773288,0.11413741451298859,0.10180850821259836,7.6233928527227075,8.413813501806946,0.14871320774273267,0.07826488905357128,0.06318524622242702,LOOP_SEATTLE/H,medium,480,1,False,53.720733880996704
63.39277605779154,63.39277605779154,4.17211297622119,0.8711350283668801,0.12048523978019113,0.096999927857999,7.0193697370509405,7.96195805425974,0.14229085270948802,0.07456124598260369,0.05957636404738526,LOOP_SEATTLE/H,long,720,1,False,53.23000192642212
45155.90888888889,45155.90888888889,88.41213975694444,0.7945370838010614,0.3164029133036399,0.2199932098388672,9.705156505933152,212.49919738410517,0.3769206247533596,0.1568211050356724,0.12983454214965554,M_DENSE/H,short,48,1,False,49.866761207580566
41543.91111111111,41543.91111111111,84.1177951388889,0.7221944831229914,0.30096270104217476,0.20564815945095485,8.895791681794883,203.82323496380658,0.3546266785073304,0.14635433638741574,0.12199187160737636,M_DENSE/H,medium,480,1,False,10.090285062789917
37804.34172839506,37804.34172839506,82.83612654320987,0.7180182918552563,0.30129851156382553,0.20494942370756172,7.581178951313691,194.43338635222878,0.3365929342566805,0.14340158045247717,0.11851380835553756,M_DENSE/H,long,720,1,False,7.515356063842773
9169.257777777777,9169.257777777777,50.10467013888889,0.7376081015979102,0.13068150661007574,0.10760911729600695,8.33206800448352,95.75624145598958,0.16576821816385917,0.08673859546198807,0.07158202148395039,M_DENSE/D,short,30,1,False,7.374182939529419
16896.707555555557,16896.707555555557,62.64772222222222,0.8890109940070556,0.16022997791798654,0.13387973361545139,8.121625536989365,129.98733613531573,0.23373241708315715,0.1126479238293735,0.09198398364148361,M_DENSE/D,medium,300,1,False,2.4673192501068115
18282.47940740741,18282.47940740741,69.17469444444444,1.083148066740609,0.17491511785605135,0.15266239872685186,12.936646817702536,135.21271910366795,0.24108746845445167,0.1233401123450148,0.10837710625353794,M_DENSE/D,long,450,1,False,2.4655821323394775
16.688259399563112,16.688259399563112,2.727589869237208,0.5442834101746138,1122728590701.1133,0.3973172575562865,3.9238519258746676,4.085126607531658,0.38197680916706295,0.25504131819237896,0.20067737249860496,SZ_TAXI/15T,short,48,1,False,88.88050174713135
16.362720352564104,16.362720352564104,2.750389372996795,0.5369406798971756,9438253956195.773,0.4058467506343483,3.9655058138572605,4.045085951196106,0.37646276632514436,0.25596963929122096,0.20263612305163953,SZ_TAXI/15T,medium,480,1,False,12.803070783615112
15.7665442485755,15.7665442485755,2.723693465099715,0.5137526749819027,5897715714389.917,0.405154288528312,4.195133256060775,3.9707107989093715,0.36752191845161164,0.25210021536761446,0.20277163459747963,SZ_TAXI/15T,long,720,1,False,12.76122260093689
2022184.23059418,2022184.23059418,175.438398083639,0.7112499578961117,2.0597673565332486,0.7877882107790343,20.156204036653726,1422.0352423882398,4.46483896895309,0.5508331812501459,0.43017565318343354,bitbrains_fast_storage/5T,short,48,2,True,2923.2385745048523
3255073.0522204465,3255073.0522204465,284.98854236736236,1.0033831232349615,4.516513057617574,0.8295812642727689,25.987540671981147,1804.1821006263326,5.481603548027269,0.865873907321067,0.615741447760455,bitbrains_fast_storage/5T,medium,480,2,True,381.85714769363403
4405687.635241429,4405687.635241429,376.0123603109659,0.92007215801216,5.1598039929214075,0.8439639341708091,30.94025604737074,2098.972995357832,5.546959027552447,0.9936884186271496,0.7001567976227927,bitbrains_fast_storage/5T,long,720,2,True,413.0647962093353
1893463.4680527858,1893463.4680527858,137.75741400642843,1.696062838904737,1.3489430289916045,0.7480539841970828,62.22515460307488,1376.0317830823478,5.630324812406259,0.5636635691916274,0.4557282670312216,bitbrains_rnd/5T,short,48,2,True,1482.8715159893036
2713247.6680932892,2713247.6680932892,187.99249108715443,4.437068021500763,1.9406027292293004,0.7891735948175739,168.50207585715933,1647.1938768989185,6.930584651540481,0.79098027961735,0.6942129072611744,bitbrains_rnd/5T,medium,480,2,True,167.95872497558594
3077318.378956846,3077318.378956846,208.87232387584265,3.3649044563203643,2.7731620078169303,0.747471578646139,122.85663684922862,1754.2287134113517,6.720054978427056,0.8001428144383274,0.6732582042711732,bitbrains_rnd/5T,long,720,2,True,167.50980925559998
408822.2577777778,408822.2577777778,347.6684375,1.177387187106233,0.016685493257310655,0.016898833380805122,18.21204658372672,639.392100184056,0.02465879758083393,0.013408181963914563,0.010491749803026322,bizitobs_application,short,60,2,True,2.4939768314361572
3058071.466666667,3058071.466666667,969.9816666666667,1.960651262617157,0.02757852554321289,0.028291409810384114,23.43243971583195,1748.734247010296,0.06866764704767869,0.0380883252233772,0.031459966083419104,bizitobs_application,medium,600,2,True,0.34143710136413574
6348167.9644444445,6348167.9644444445,1522.44625,2.9876105118391467,0.043120464748806424,0.044362174140082464,46.83215378001565,2519.557096881205,0.09716924626917135,0.05871466647092278,0.052132046910475745,bizitobs_application,long,900,2,True,0.17759203910827637
21.353329613095237,21.353329613095237,2.8051722935267858,0.29321487569362775,0.15737161308720693,0.21370996747698104,2.812131232904785,4.6209663072884695,0.15870268725232964,0.09634097104025699,0.07671205672778682,bizitobs_l2c/5T,short,48,7,True,12.117801666259766
197.85395408163265,197.85395408163265,9.559813456632654,0.9179134538628927,0.6119116069945572,0.8868891501913265,7.834622925693203,14.066056806427047,0.7400814383414605,0.5029867709639864,0.39754416368313517,bizitobs_l2c/5T,medium,480,7,True,4.263582468032837
296.645,296.645,12.012223462301588,1.13198608826466,0.8453102985206058,1.1854041883680555,9.526668900316052,17.22338526538845,0.9670673336443351,0.6744683891018982,0.5317144534821497,bizitobs_l2c/5T,long,720,7,True,3.041555643081665
61.18483382936508,61.18483382936508,4.791519407242063,0.48200901271680996,0.4276565076064149,0.6177100529746403,3.5196995673357123,7.822073499358408,0.42162979429186953,0.2582751673436307,0.20417671354336595,bizitobs_l2c/H,short,48,7,True,3.4553964138031006
70.14037388392858,70.14037388392858,4.863812837146577,0.49951262979393424,0.5376768540331992,0.7604730515252976,3.843153785216106,8.374985007982318,0.5071180631050555,0.29451125499668296,0.23382497060598084,bizitobs_l2c/H,medium,480,7,True,0.5786750316619873
83.91390128968254,83.91390128968254,5.3495977492559526,0.5708179524175101,0.622460328100624,0.7841582767547123,5.321204384814721,9.160453115958978,0.5595469150185914,0.32676887041446356,0.26865998834406335,bizitobs_l2c/H,long,720,7,True,0.5729191303253174
2286.44664021164,2286.44664021164,19.750485904431216,0.8836036318288045,0.17881579202318948,0.09064908466641865,17.89827332700696,47.81680290663147,0.035424217299402413,0.014631791795313138,0.01164030629118434,bizitobs_service,short,60,2,True,52.707507848739624
14642.177777777777,14642.177777777777,34.219957837301585,1.0857947189660857,0.18218302408854167,0.0978180416046627,19.977745431176746,121.00486675244834,0.09107111421085591,0.025754746665414684,0.025486470461912183,bizitobs_service,medium,600,2,True,7.088638544082642
131725.03026455027,131725.03026455027,76.82604497354497,1.421597522186465,0.20624741650132275,0.11987543661127646,28.5710399256934,362.9394305728578,0.26887713305032557,0.05691519018332573,0.05247486934720328,bizitobs_service,long,900,2,True,3.567230224609375
1.4244168219345252,1.4244168219345252,0.44362414448610005,0.8286562780607141,0.8874845467674992,1.92543132159123,16.859058620365634,1.1934893472228922,2.861865025978563,1.0637651913178958,0.9361022363015182,car_parts_with_missing,short,12,1,False,220.64679670333862
2440618.0250626565,2440618.0250626565,286.2075814536341,38.387547699457464,0.11715753264504904,0.3910824730282738,553.398642902232,1562.247747658052,0.5878033178282029,0.10768699536819887,0.08834517164748196,covid_deaths,short,30,1,False,21.858596801757812
127591.2500365991,127591.2500365991,47.55597805813626,0.9139026764473377,0.14738890818046982,0.15843166110751866,11.115803552470398,357.19917418241477,0.704109984261979,0.09374220709977728,0.07882087903027259,electricity/15T,short,48,1,False,765.2699828147888
259104.26536036035,259104.26536036035,52.82265329391892,0.8133962536001978,0.12220671128178384,0.13046011599978885,7.580450852481841,509.02285347551964,0.8770976521367264,0.09101875263043915,0.07365814556376649,electricity/15T,medium,480,1,False,711.0743458271027
332567.0005135135,332567.0005135135,58.80072194069069,0.8665999338384879,0.12884028370693867,0.13339763359550957,7.701460285485795,576.6862236203615,0.9097932401023555,0.0927653499314316,0.07453119930735658,electricity/15T,long,720,1,False,759.7657370567322
1701859.617027027,1701859.617027027,167.38729852899775,0.9095061234408909,0.18244689441647802,0.12699204797143335,11.017104028678618,1304.5534167012968,0.6158423787675209,0.07901875904953479,0.06569593979518935,electricity/H,short,48,1,False,648.6146214008331
5439156.821621622,5439156.821621622,242.1826682150901,1.0765189219628089,0.21032668452181774,0.13272444166578687,9.535695553037844,2332.1999960598623,0.9103344744041979,0.09453187220300956,0.07569855478963522,electricity/H,medium,480,1,False,257.5783131122589
8101053.6567927925,8101053.6567927925,275.161493993994,1.1920121630737377,0.29568968891294456,0.14337104096283784,10.508151482991648,2846.2349967620016,1.1225542568358324,0.10852361338809499,0.08696483711087173,electricity/H,long,720,1,False,162.2537820339203
1376449496.6636395,1376449496.6636395,4687.837549549549,1.544622276983426,0.25295274581489374,0.09980530115076014,13.230057969119951,37100.53229623046,0.6096849857286492,0.0770367429414412,0.06157496626713115,electricity/D,short,30,1,False,152.00345039367676
1452972494.4492292,1452972494.4492292,5624.9927386547115,2.154534054118349,0.25016053397074933,0.15363805801859987,18.902233448734783,38117.8763108496,0.6348233885474837,0.09367985041421065,0.07414774859057187,electricity/D,medium,300,1,False,30.42624306678772
2072189249.5048497,2072189249.5048497,6667.368500624867,2.884108464303918,0.5064741683915296,0.23841393890785503,30.54254912434461,45521.305445965074,0.7809813441823912,0.11438798520306691,0.09288497721265143,electricity/D,long,450,1,False,30.64182734489441
56549488961.037834,56549488961.037834,30599.836036036035,1.5342215558358197,0.17030637992872683,0.09867104195259713,14.052588929666532,237801.36450625726,0.5425842390959146,0.06981872785526211,0.054746453548336516,electricity/W,short,8,1,False,91.33909940719604
785120021708.8,785120021708.8,102915.65904596704,3.7330185335145725,0.4404802075707662,0.3142125162619254,51.084046219006275,886069.9869134492,2.0483520696614383,0.23791292597744776,0.19467737858050074,electricity/W,medium,80,1,False,30.43886399269104
1485402801207.9312,1485402801207.9312,138462.92492364516,4.454223508147038,0.39387405780762913,0.35760184901567343,67.86189790156445,1218771.0208271,2.8908116081437463,0.32842119136962433,0.3061410975718861,electricity/W,long,120,1,False,30.455042123794556
4.974590192522322,4.974590192522322,1.0798060825892857,0.6836803952560886,0.4765326549355085,0.23681202843075708,4.811015861182387,2.2303789347378444,0.42163445853804915,0.20412829670673824,0.1577511885113291,ett1/15T,short,48,7,True,13.023045063018799
10.841607142857143,10.841607142857143,1.6467723834325396,1.0261777430847592,0.8554108152001034,0.3795539977058532,7.0068143208581,3.292659585025021,0.6275841724986638,0.313876444516298,0.24071311396509765,ett1/15T,medium,480,7,True,9.722506284713745
10.027526661706348,10.027526661706348,1.6109551711309524,1.0244679159717691,0.8768246355543847,0.3801137385292659,7.808983212249964,3.1666270165124195,0.6035622403263889,0.3070496484376108,0.2420996003439676,ett1/15T,long,720,7,True,6.442141532897949
105.92424665178571,105.92424665178571,5.014470563616071,0.8208479386430296,0.4755831400553385,0.2590058099655878,5.646405364429289,10.291950575657935,0.48036743947973554,0.2340458562527416,0.17895498256756442,ett1/H,short,48,7,True,11.793410062789917
157.1280505952381,157.1280505952381,7.089840262276786,1.312372497763794,2596937961513.7554,0.4405667986188616,9.485883827586294,12.53507281970225,0.6004002737784249,0.3395865421559947,0.26411616485378736,ett1/H,medium,480,7,True,2.3700668811798096
167.0397156084656,167.0397156084656,7.220907738095238,1.3883893854271658,2937346854439.791,0.479250404317543,10.038015381095489,12.924384534996845,0.6189207831075104,0.345793632177014,0.2730458460166651,ett1/H,long,720,7,True,1.7835206985473633
37387.70476190476,37387.70476190476,132.26724950396826,1.7010577513534704,1.2821217370411706,0.47592090425037203,12.068641565640341,193.3590048637631,0.5078638400583914,0.3474043181716619,0.26841593325245294,ett1/D,short,30,7,True,1.7224183082580566
48871.55428571429,48871.55428571429,153.88699404761905,1.9492442994206292,1.4132357933407738,0.5833780924479167,17.43279936133701,221.06911653533672,0.6097860616608942,0.4244742346275743,0.3436091473773189,ett1/D,medium,300,7,True,0.580878734588623
73474.61079365079,73474.61079365079,196.64728174603175,2.829997005584863,1.678988846383148,0.7871332465277778,18.668099712712884,271.0620054409153,0.6885593898443148,0.4995289993274443,0.40317817471092976,ett1/D,long,450,7,True,0.5729584693908691
1205588.857142857,1205588.857142857,865.9458705357143,1.6916411518146681,0.7409751074654716,0.5835718427385602,12.594752398244506,1097.99310432391,0.43691766283423206,0.34458053006479145,0.27140608315111714,ett1/W,short,8,7,True,1.1486811637878418
10322916.57142857,10322916.57142857,1910.6883928571428,2.8954225955561297,1.135126713344029,0.9380687168666295,17.268887729350485,3212.9295932884324,1.1927382442022274,0.7093062741476069,0.5060603137722048,ett1/W,medium,80,7,True,0.5790762901306152
8.578445289248512,8.578445289248512,1.7821911039806548,0.7632312952359197,0.11032389789208571,0.12838274637858074,5.662705892179135,2.9288983064026843,0.1390452220314557,0.08460695177219492,0.06772190980853815,ett2/15T,short,48,7,True,12.938806533813477
11.610900297619047,11.610900297619047,2.088803943452381,0.8570347264304679,0.13010141182057278,0.1572035144624256,6.784632521720836,3.407477116228229,0.1815906235046915,0.111316143155918,0.08922584313862948,ett2/15T,medium,480,7,True,9.671704769134521
11.067760416666667,11.067760416666667,2.0956463913690477,0.8663683210526172,0.13369630490588283,0.16185457744295634,7.413977845079776,3.326824374184286,0.17729249288911916,0.11168078959112612,0.09094797536441589,ett2/15T,long,720,7,True,6.44998574256897
112.05271577380952,112.05271577380952,6.584425571986607,0.7461065301171731,0.11810885884399687,0.11022015526181175,5.0808923131212165,10.585495537470578,0.13425353653334174,0.0835088367805408,0.06597403147240787,ett2/H,short,48,7,True,11.791606664657593
266.4283668154762,266.4283668154762,10.173718843005952,1.063777039358292,0.1715022880596034,0.16944865272158668,8.402083326957518,16.322633574747556,0.21995798411258494,0.13709740388327124,0.11031911821531985,ett2/H,medium,480,7,True,2.3653740882873535
220.25064484126983,220.25064484126983,9.553048528439154,1.0480305106777725,0.17506248485848427,0.1797920994026951,9.446820651515546,14.84084380489431,0.2032339335510586,0.1308216470278165,0.10801168318302909,ett2/H,long,720,7,True,1.7759509086608887
120872.46984126983,120872.46984126983,215.56750992063493,1.4492745979186616,0.46187627883184523,0.14633210197327629,13.34007684416472,347.6671825773463,0.19897910147821746,0.12337497348448201,0.09931920636026954,ett2/D,short,30,7,True,1.7357568740844727
521676.73904761905,521676.73904761905,545.3489285714286,5.336837519737026,4.3082784215998045,0.7738421921502976,172.94682986886156,722.2719287412596,0.45902803780505935,0.34658753668787606,0.3238310817310887,ett2/D,medium,300,7,True,0.5815854072570801
997517.7346031746,997517.7346031746,728.3281746031746,10.866365041124984,4.029540459133832,0.9214789496527778,292.4938339007687,998.7580961389873,0.5599832833535493,0.4083587448751215,0.3544422710102986,ett2/D,long,450,7,True,0.5800213813781738
3517488.5714285714,3517488.5714285714,1409.0283203125,1.0507102407302484,0.17016570908682688,0.19138523510524205,9.95043850611818,1875.4968865419562,0.1573254356611697,0.11819587435349824,0.09886703633535528,ett2/W,short,8,7,True,1.163468360900879
67328365.71428572,67328365.71428572,5753.082142857143,12.518838889673892,8.192157992356115,0.888749258858817,216.9439042746359,8205.386384216512,0.657503063411222,0.4609982950054771,0.3493499579459631,ett2/W,medium,80,7,True,0.5863761901855469
29.204728193468377,29.204728193468377,2.333118508422902,0.7527392663459169,0.6657359433127379,1.0965526011523357,7.180356990099381,5.404139912462331,1.6579302779041432,0.7157749206553031,0.5819945562809309,hierarchical_sales/D,short,30,1,False,68.20676255226135
30.902859077406955,30.902859077406955,2.4238814778816473,0.7650984018234922,0.734994548102463,1.0836688080624963,7.157424303343086,5.559034005778968,1.6923427637147206,0.7379048724887849,0.6003237493711876,hierarchical_sales/D,medium,300,1,False,9.769366025924683
42.31288367244508,42.31288367244508,2.4672335587911665,0.770336267393493,0.6558297254596192,1.0588919105439945,7.511388912652187,6.504835407021847,1.8547597839798857,0.7034959835558002,0.577556235398814,hierarchical_sales/D,long,450,1,False,9.787003993988037
478.5818657309322,478.5818657309322,8.972896252648304,0.7232622981812142,0.5011142360343861,0.4622536675404694,6.830416332660106,21.876514021455343,1.0043614593239312,0.4119500559290916,0.3473977555825838,hierarchical_sales/W,short,8,1,False,21.32830262184143
1057.878813559322,1057.878813559322,10.931613314353813,0.8113093360800435,0.5539573538776285,0.49427366095074154,7.841496943385683,32.525049017016435,1.3774442816859134,0.4629566658479249,0.39014891405127705,hierarchical_sales/W,medium,80,1,False,3.6041998863220215
1105.3093926553672,1105.3093926553672,11.449494615112995,0.8636371350101825,0.51259597784904,0.49414524574064267,8.186402312598478,33.24619365664839,1.3539472422357879,0.4662792925777756,0.3970829820483577,hierarchical_sales/W,long,120,1,False,3.596062660217285
4830.345284658844,4830.345284658844,23.89738836375489,0.8724463086143227,0.19656840908377132,0.19437503607466863,7.668307375064278,69.50068549776213,0.2523036274008392,0.0867530690726224,0.06920401660487539,hospital,short,12,1,False,23.305161714553833
1072.4292658730158,1072.4292658730158,7.283138020833333,0.30938779831860247,0.39038594625776774,0.5606333899119543,3.675333882023587,32.74796582801771,0.20340591151808904,0.04523741522205346,0.038242807969642266,jena_weather/10T,short,48,21,True,37.09813952445984
1648.0738816738817,1648.0738816738817,10.718645156926407,0.6110828112395602,0.8654515626911825,0.6547067353219697,6.643194387063286,40.59647622237528,0.24913988056666198,0.06578014208930838,0.05448763570071253,jena_weather/10T,medium,480,21,True,20.804747343063354
1557.4242063492063,1557.4242063492063,10.67635478670635,0.6384735133994298,0.8836704778470359,0.646110607328869,6.949477013963261,39.46421424973778,0.2414882939808763,0.06533044563007888,0.054255057774480434,jena_weather/10T,long,720,21,True,15.18236756324768
1131.263575605681,1131.263575605681,9.382640357403927,0.5607441072688849,2.215420945129705,0.6305045348560202,6.430793657558427,33.6342619304435,0.20617586036724045,0.05751498136646162,0.04721746820226057,jena_weather/H,short,48,21,True,33.3592483997345
1137.6950396825396,1137.6950396825396,10.912154327876983,0.9160921391228454,3.3989443243222848,0.7526535760788691,8.145908614908024,33.729735244773856,0.2063982320356967,0.066773407636618,0.055123228217914336,jena_weather/H,medium,480,21,True,3.5230824947357178
1093.1097222222222,1093.1097222222222,11.795741360780424,1.023084738063523,3.857215073529412,0.6882920361069775,8.157628652563938,33.06220988110478,0.199071133955337,0.07102343179656699,0.05955446036101824,jena_weather/H,long,720,21,True,3.5010862350463867
936.4406746031746,936.4406746031746,15.595247395833333,1.8100485070741585,0.6597147520423541,0.5261158292255704,19.602749578911887,30.601318184077865,0.1842699510035825,0.09390887857289057,0.07567416063726867,jena_weather/D,short,30,21,True,3.4687860012054443
9149.0526984127,9149.0526984127,44.80269841269841,4.628037125353767,0.7257229195187447,0.7231632874503968,57.25892876150195,95.65068059565859,0.49386856675922886,0.23132762165656384,0.2271383116274221,jena_weather/D,medium,300,21,True,1.7306954860687256
4894.848857797299,4894.848857797299,23.87829691456078,0.9812529825329169,0.9028475117651915,0.5248228536630952,7.920405207756871,69.96319645211544,1.4644564025877087,0.4998159971629131,0.3980291838356454,kdd_cup_2018_with_missing/H,short,48,1,False,441.83955454826355
5558.771591273097,5558.771591273097,27.269402403211156,1.10309114194541,0.9893672154266436,0.6111954601158768,9.08494616464808,74.55716995214543,1.560616582985513,0.5707979745726885,0.44564532633076215,kdd_cup_2018_with_missing/H,medium,480,1,False,45.64277243614197
4562.020451895642,4562.020451895642,26.175888975632905,1.0857579316650248,0.9311658809681649,0.6735609479224035,7.881129899156824,67.54273056292321,1.5848253580048002,0.614192116178282,0.4760473208724757,kdd_cup_2018_with_missing/H,long,720,1,False,45.725213050842285
3025.6104950046547,3025.6104950046547,21.826542915503026,1.2337384890553436,0.498088375781237,0.4875694836491528,9.851658192106967,55.00554967459788,1.2321827387706386,0.4889377451297328,0.3913563029384943,kdd_cup_2018_with_missing/D,short,30,1,False,44.40973258018494
2438.4546726243025,2438.4546726243025,27.531330214176094,1.5514879458352826,1.137338128641469,0.8250900181309503,11.848584994911391,49.38071154432976,1.3479900818779817,0.751547697653183,0.569557467921824,kdd_cup_2018_with_missing/D,medium,300,1,False,22.642404556274414
6256934.369170947,6256934.369170947,1343.079638939671,5.806616891569604,0.22286674344758614,0.23081030383070889,61.99051119582257,2501.3864893636382,0.40110891882229605,0.21536904599032347,0.18122495761602173,m4_yearly,short,6,1,False,1803.7607402801514
2315681.870666667,2315681.870666667,799.51441796875,2.110572034935495,0.14607967646916709,0.14552812671661378,19.80426910763396,1521.7364655769627,0.2547118869850777,0.1338246343432301,0.10960719204169607,m4_quarterly,short,8,1,False,1981.2818565368652
1961271.443925926,1961271.443925926,611.42615234375,1.3270928112197153,0.1552487178378635,0.14237948562480784,13.337834779268087,1400.4540134991673,0.2910624207270569,0.1270753443394719,0.10304306799249502,m4_monthly,short,18,1,False,3963.0548298358917
411474.9929290765,411474.9929290765,360.8229322905507,4.4918706613991795,0.07830163838394914,0.0806203204200537,50.29779973420476,641.4631656837955,0.11686464781538936,0.06573634646800189,0.053054205608866506,m4_weekly,short,13,1,False,30.12993025779724
404049.1250126736,404049.1250126736,242.6841795092771,4.962934069291346,0.04901378301162614,0.043867030951600404,59.567469292811005,635.6485861013722,0.09819013959949006,0.037487998849734534,0.031116948837927833,m4_daily,short,14,1,False,349.1600298881531
3143193.76489533,3143193.76489533,309.1653834541063,1.8255610864330847,0.10610583515750806,0.09457982258328301,36.98670044618554,1772.9054585327808,0.2420407279306039,0.04220789896157486,0.03460213229869968,m4_hourly,short,48,1,False,12.659619331359863
81998374.09082125,81998374.09082125,1389.3281803542673,4.312074702748186,0.1596443114841234,0.1716948627465781,121.47472512519164,9055.295361876455,1.2793710768523985,0.196290261020585,0.17844872959241637,m4_hourly,medium,480,1,False,12.756616115570068
966420661.3848631,966420661.3848631,4837.759312936125,33.395980176811484,0.4789796363392378,0.7713293201489533,272.2272875717267,31087.307078369835,4.52775851618681,0.7046028745168882,0.3809455447332689,m4_hourly,long,720,1,False,22.97888493537903
153.49943378163817,153.49943378163817,7.401019047118707,0.7132062692680602,0.5695946485797843,0.43168267182100495,5.224885140293082,12.389488842629392,0.570192982695028,0.3406120445372408,0.2690843933962466,restaurant,short,30,1,False,66.84209060668945
1262.5114583333334,1262.5114583333334,13.242293294270834,2.9422750561183277,0.28274976094563803,0.3399847920735677,28.52597719131596,35.53183724961789,1.1508846745231918,0.42892103498198453,0.35449830766097523,saugeenday/D,short,30,1,False,1.7130980491638184
1756.6952083333333,1756.6952083333333,16.586925455729165,3.7154908694822955,0.36034657796223957,0.4299744160970052,41.740529978761685,41.912947979512644,1.3097387216714205,0.5183252333733475,0.43462935804332004,saugeenday/D,medium,300,1,False,0.7000010013580322
1759.0444444444445,1759.0444444444445,17.553761574074073,3.9388244950951234,0.37712162724247683,0.4491190592447917,38.623897828491785,41.94096379966064,1.2896549619012811,0.539765748402278,0.4450485046577626,saugeenday/D,long,450,1,False,0.5191171169281006
982.4861328125,982.4861328125,14.667037963867188,1.1898997383299317,0.3640251398086548,0.3795949935913086,7.699001945628931,31.344634832974208,0.9461638662910807,0.4427367369528818,0.3469456814756524,saugeenday/W,short,8,1,False,1.6490468978881836
983.29703125,983.29703125,14.51047119140625,1.1901692466277018,0.34250125885009763,0.37724369049072265,9.195998982501113,31.357567368180842,0.9732621334215311,0.4503695067567675,0.3627968497381879,saugeenday/W,medium,80,1,False,0.4213273525238037
1111.7559895833333,1111.7559895833333,15.143340386284722,1.2410494863118577,0.34913455115424263,0.3752008226182726,9.203812581584874,33.3430051072685,1.0105885671969754,0.458977426129341,0.3693692249585078,saugeenday/W,long,120,1,False,0.25170111656188965
406.82547433035717,406.82547433035717,12.41907464890253,0.7277442935051913,0.3554654348464239,0.3549341020129976,4.721878510546431,20.169915079899496,0.6055613598770944,0.37285787783505325,0.29225632407937674,saugeenday/M,short,12,1,False,0.5730688571929932
355.05260416666664,355.05260416666664,11.479941813151042,0.6536835813557244,0.3559404373168945,0.3439465522766113,4.52210498985664,18.8428395993456,0.5954375356850994,0.3627684790814854,0.2891620712368275,saugeenday/M,medium,120,1,False,0.0870211124420166
412.1998263888889,412.1998263888889,13.155147298177083,0.7581291825532782,0.34940372043185763,0.41529608832465276,4.769967432592019,20.302704903260768,0.6243573754209897,0.40455265835279,0.31081511167552395,saugeenday/M,long,180,1,False,0.08680272102355957
20.66657459416819,20.66657459416819,1.9780920618061892,0.8638703163878845,5.152311983476325,1.4994432361166552,15.512752552333696,4.546050439025967,1.3224455804059672,0.5754267665653545,0.46542263292649605,solar/10T,short,48,1,False,246.62361240386963
21.43535100088476,21.43535100088476,2.054267022989936,0.897886268662537,3.9826406994934445,1.4477706899054412,15.9764375965014,4.629832718455901,1.027378266851792,0.45585001058830216,0.3536692060961263,solar/10T,medium,480,1,False,135.34604597091675
20.8364668079633,20.8364668079633,2.0112091237707825,0.8797603615749858,3.8640825745457965,1.4427931093338149,15.757744480917824,4.564697887918028,0.9865864234345793,0.43469067721917176,0.3473300686614633,solar/10T,long,720,1,False,98.34006881713867
868.5568254578051,868.5568254578051,13.790185659425422,1.0648281529157002,4.238119198765003,1.4493225113288253,8.616462273824233,29.471288154028915,1.0863214831565624,0.5083108298577523,0.3805886511875539,solar/H,short,48,1,False,216.4261839389801
979.4242700729927,979.4242700729927,14.739199361313869,1.1255090746620275,4.168697093547055,1.461060342533455,8.70318599282589,31.29575482510356,1.1273461334494692,0.5309403624541941,0.39485500695944176,solar/H,medium,480,1,False,22.870919942855835
960.5567721005677,960.5567721005677,14.504572181670722,1.104285672570439,4.781847890488064,1.4400344687753446,8.822159513189089,30.99285033843399,1.0745786040982026,0.502899951370168,0.38047877572884514,solar/H,long,720,1,False,22.936800718307495
115593.03163017031,115593.03163017031,246.55626520681264,0.9611074938439458,1.0243722437652067,0.423619090727646,5.579022494314174,339.98975224287324,0.49116938999369814,0.3561898250810973,0.26594841159043126,solar/D,short,30,1,False,22.44529700279236
145624.42277372262,145624.42277372262,296.3054501216545,0.8582137438531532,0.5203053718065693,0.3701936492548662,8.022288690549612,381.60768175407924,0.4007305023244673,0.31115367312036224,0.29469363606548327,solar/D,medium,300,1,False,11.303316354751587
1140687.8832116788,1140687.8832116788,860.1036724452555,0.9386176201488872,0.18788357198673444,0.17110376288420961,4.522930882059444,1068.0299074518834,0.2180116061764322,0.17556866319914907,0.12994932790050773,solar/W,short,8,1,False,11.30923080444336
186.11899086113493,186.11899086113493,5.791365393051946,1.3616093992817186,21.860964601363744,1.5441158726526214,19.39672851590512,13.642543416135238,1.6060880622632792,0.6817968276343882,0.5517834656281697,temperature_rain_with_missing,short,30,1,False,5532.823097229004
217.11571253964408,217.11571253964408,6.175315344890261,1.6011809216646014,5.511443229553131,1.6667719550454656,24.453332010474682,14.734846878730844,1.8716055718045745,0.7843824033102137,0.6226565931762355,temperature_rain_with_missing,medium,300,1,False,963.8469588756561
211.14396235199993,211.14396235199993,6.599293390070515,2.129074762050156,30.414559465022244,1.5784656074257448,35.880554622457296,14.5307935898904,1.9365399927893034,0.8794974269618019,0.7121422543685708,temperature_rain_with_missing,long,450,1,False,924.5481903553009
151887.06666666668,151887.06666666668,237.06036458333332,0.3489344160951907,0.022763643264770508,0.022653977076212566,3.190028204696897,389.7269129360541,0.03653373563626405,0.022222485545782444,0.017914781588144555,us_births/D,short,30,1,False,0.5983037948608398
147737.92,147737.92,258.7394444444444,0.3862904870100537,0.02478695339626736,0.02487454308403863,3.0834641409316657,384.36690804490445,0.03642463063295656,0.024519511167085794,0.01943728619734918,us_births/D,medium,300,1,False,0.09518909454345703
164212.49777777778,164212.49777777778,288.68604166666665,0.4325295527049804,0.027637928856743706,0.02781156751844618,3.326870632461376,405.2314126246604,0.038401860869875015,0.027357408290128272,0.021401707995972657,us_births/D,long,450,1,False,0.06513452529907227
4426492.285714285,4426492.285714285,1711.424107142857,1.5553879101564771,0.023018900837217058,0.02317338969026293,20.177652397749572,2103.923070293751,0.02856054938026938,0.0232324144417564,0.0189803711488286,us_births/W,short,8,1,False,0.41193056106567383
5016332.0,5016332.0,1782.83671875,1.631663356666079,0.024261820316314697,0.024349305033683776,17.77906709460438,2239.716946401933,0.030566169229037203,0.024330971349124438,0.019100428502057995,us_births/W,medium,80,1,False,0.06352925300598145
13343169.066666666,13343169.066666666,2993.3859375,2.7506872122919477,0.03984387715657552,0.04086887836456299,21.983785871951355,3652.830281667445,0.049554298517371025,0.040608276017922044,0.03205514594515627,us_births/W,long,120,1,False,0.03497576713562012
272898389.3333333,272898389.3333333,14176.31640625,1.5993255562770452,0.043917705615361534,0.045010507106781006,30.583517905952817,16519.636477033426,0.0513098782682072,0.04403154210490828,0.034525890559783806,us_births/M,short,12,1,False,0.06774663925170898
2166998084.266667,2166998084.266667,43117.28333333333,3.9501268394281794,0.1375743865966797,0.14934345881144206,47.16832682415926,46551.02667253072,0.15094555878304586,0.13981136166428373,0.12182836647071318,us_births/M,medium,120,1,False,0.03513741493225098
21195938565.68889,21195938565.68889,132161.14444444445,8.412013483343236,0.4339296552870009,0.5864700317382813,29.58661781664828,145588.2500948785,0.4927982431038995,0.4473491490307707,0.36178223449445757,us_births/M,long,180,1,False,0.03455615043640137