update tempo ensemble results

results/tempo_ensemble/all_results.csv

@@ -1,98 +1,98 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
-bizitobs_application/10S/long,TEMPO_ensemble,417948.9609658229,417948.9609658229,335.95436507037454,1.1051816204904066,0.0147779425046476,0.0148680250704899,396.4921768335405,646.4897222429935,0.0249325244936409,0.0129564170127895,0.0100922756816339,Web/CloudOps,2.0
-bizitobs_application/10S/medium,TEMPO_ensemble,573205.6521591791,573205.6521591791,415.1212489046674,1.1165471100393105,0.015639951802217,0.0157068828487017,218.0137524044765,757.1034619912783,0.0297292246637671,0.0163005896696488,0.0128141275345371,Web/CloudOps,2.0
-bizitobs_application/10S/short,TEMPO_ensemble,410327.4741094977,410327.4741094977,317.3231040542024,0.8564647960513571,0.0125279482632235,0.0125561806474785,67.34434338567986,640.5680870208082,0.0247041506925737,0.0122378837466744,0.0099595596487299,Web/CloudOps,2.0
-bizitobs_service/10S/long,TEMPO_ensemble,130767.7306614424,130767.7306614424,74.06860313143312,1.381618603107497,0.1544653833257142,0.1000923244280502,290.07049217636103,361.6182111861104,0.2678983472417026,0.0548723923397768,0.0510678377467766,Web/CloudOps,2.0
-bizitobs_service/10S/medium,TEMPO_ensemble,90671.54356582549,90671.54356582549,59.30376500213036,1.3501184074668666,0.181043048243004,0.0996852774565994,199.2173270790127,301.1171592019052,0.2266278631057819,0.0446334097073111,0.0413977819560323,Web/CloudOps,2.0
-bizitobs_service/10S/short,TEMPO_ensemble,16163.055659283507,16163.055659283507,40.75636612053854,1.57327146887726,0.1859188768645471,0.0906261494947746,38.00989565724465,127.1340066987724,0.0941849381676785,0.0301936194939355,0.0240169551432902,Web/CloudOps,2.0
-car_parts/M/short,TEMPO_ensemble,1.4487989155964829,1.4487989155964829,0.4170678463026763,17.865983370884535,0.9999543588198082,1.9999480318065608,550.2358786706224,1.2036606314059135,2.886254722074645,1.000085912430788,1.0000260532229452,Sales,1.0
-covid_deaths/D/short,TEMPO_ensemble,3873265.026385812,3873265.026385812,335.3776555841502,96.11323477871812,0.1576126398126917,0.4404035006911059,1861.1777856078536,1968.0612354258217,0.7404925826023462,0.1261874690991991,0.1237284740600729,Healthcare,1.0
-hospital/M/short,TEMPO_ensemble,4085.064649016525,4085.064649016525,20.1834163891394,4.475783744525048,0.2008017114978316,0.1763612421274514,106.67347060743184,63.91451047310404,0.2320245148723362,0.0732704883678505,0.0594966049804365,Healthcare,1.0
-m4_daily/D/short,TEMPO_ensemble,767923.9970993587,767923.9970993587,360.7495939908166,6.119323558307261,0.0867952022238864,0.0653872026093727,68.62401523527534,876.3127279113083,0.1353660978657452,0.0557258422590561,0.0463728380860846,Econ/Fin,1.0
-m4_hourly/H/short,TEMPO_ensemble,2582812.507418705,2582812.507418705,319.3309619404992,2.0928893556406947,0.1462855825943217,0.1177784141813314,32.609129079012554,1607.1130972706012,0.2194064343116158,0.0435957294129786,0.0338292206871672,Econ/Fin,1.0
-m4_monthly/M/short,TEMPO_ensemble,2933590.812191205,2933590.812191205,850.0149921985034,4.331915101665798,0.2366367786616222,0.1976898935329913,55.13012622385525,1712.7728431380517,0.3548972724839698,0.1761284361264343,0.1485238578482034,Econ/Fin,1.0
-m4_quarterly/Q/short,TEMPO_ensemble,2514810.428,2514810.428,810.4905891927083,2.182249153802416,0.185947568098704,0.1463373041947682,23.608043900790165,1585.8153826974942,0.265437569067886,0.1356618520005551,0.1109355578587279,Econ/Fin,1.0
-m4_yearly/A/short,TEMPO_ensemble,3878844.870897536,3878844.870897536,945.4389228040392,2.3981068438654534,0.2092134684314751,0.158700357189562,30.97324149680404,1969.478324556413,0.3158149780005754,0.1516055134414823,0.1267824542222521,Econ/Fin,1.0
-m4_weekly/W/short,TEMPO_ensemble,1021498.486118011,1021498.486118011,562.8542317577932,5.976772249028482,0.1355366807219306,0.1500664671297758,75.38187027356211,1010.6920827423212,0.1841324236558233,0.1025433122789408,0.0917405618518568,Econ/Fin,1.0
-restaurant/D/short,TEMPO_ensemble,219.79486741965613,219.79486741965613,9.349658209746712,2.4159638561065617,0.6538134802171579,0.5162117848503969,51.19271679504088,14.825480343640004,0.682302955707135,0.4302929337529574,0.3531696936078044,Sales,1.0
-temperature_rain/D/short,TEMPO_ensemble,176.07053468686917,176.07053468686917,5.8391256666496805,1.1063365690755154,37.77750338919619,1.4862420938635466,27.11063555060747,13.269157271163424,1.5621306364376577,0.6874194726522498,0.591809798004178,Nature,1.0
-loop_seattle/5T/long,TEMPO_ensemble,103.03472666552,103.03472666552,6.268466865181745,1.0033796811078013,0.2002111689030967,0.1427889734463552,8.35233012096572,10.15060228092501,0.1794647351552885,0.11082778288965,0.0876559488908391,Transport,1.0
-loop_seattle/5T/medium,TEMPO_ensemble,86.80356224603328,86.80356224603328,5.371035483786442,0.8492841081032488,0.1951679321068605,0.1230111780120471,8.180838123087312,9.31684293342081,0.1657657820563431,0.0955617588258869,0.0776940459340841,Transport,1.0
-loop_seattle/5T/short,TEMPO_ensemble,47.52550994904541,47.52550994904541,3.961661415375669,0.626611954811347,0.1218160225757012,0.0849557219890126,6.012460943228907,6.893874813850728,0.118214733346962,0.0679337470545086,0.0547294011755968,Transport,1.0
-loop_seattle/D/short,TEMPO_ensemble,23.731362154492803,23.731362154492803,3.739538868979088,1.3579694366587085,0.0696111985341402,0.0685055282088332,25.114717118794093,4.871484594504308,0.0870599371640331,0.0668305549653301,0.0540612717162656,Transport,1.0
-loop_seattle/H/long,TEMPO_ensemble,107.34457310875251,107.34457310875251,5.887633097331996,1.2055736064401097,0.2288053294073141,0.1320046729246163,19.134127893986783,10.360722615182423,0.1851599539324224,0.1052198686871034,0.0859366156052777,Transport,1.0
-loop_seattle/H/medium,TEMPO_ensemble,100.51062025878666,100.51062025878666,5.6282909486239525,1.1323562057993248,0.206061611020056,0.1269043485334234,21.962725273554064,10.025498504253376,0.1771995652842142,0.0994794133145717,0.080790576409922,Transport,1.0
-loop_seattle/H/short,TEMPO_ensemble,63.52893629216481,63.52893629216481,4.566382299647858,0.9295494522444904,0.1410907749884261,0.1054363448952359,9.8697933651751,7.970504142911213,0.1410860292383707,0.0808296106607861,0.0645625602346335,Transport,1.0
-m_dense/D/short,TEMPO_ensemble,10635.710862723285,10635.710862723285,50.23916041728778,0.5026757841059433,0.1390615219287914,0.1086606614236728,17.833002069498995,103.12958286894836,0.1785325556554443,0.0869714145424206,0.0768774929141029,Transport,1.0
-m_dense/H/long,TEMPO_ensemble,105991.77483734928,105991.77483734928,161.14831183144582,1.3150432314570215,0.5373131493821324,0.3502181313810977,48.77943360820501,325.5637799838141,0.5635990603433592,0.278971564738058,0.2231498712425641,Transport,1.0
-m_dense/H/medium,TEMPO_ensemble,90478.11005073963,90478.11005073963,140.62507153259227,1.1802488764715913,0.4101615796749817,0.3036163860793799,63.3151008332259,300.7957946028163,0.523346708762516,0.2446698713100508,0.197260908835132,Transport,1.0
-m_dense/H/short,TEMPO_ensemble,49076.40971096811,49076.40971096811,102.21398801201867,0.8738125068001157,0.3800847836668679,0.2500359716787375,15.129311346969866,221.5319609243057,0.392942536535792,0.181302163133947,0.147016629867927,Transport,1.0
-sz_taxi/15T/long,TEMPO_ensemble,15.928714832621084,15.928714832621084,2.70257634437322,0.5114853538681462,6209565213745.596,0.3968457852558765,3.983239911233675,3.991079406955101,0.3694072005293725,0.2501456522894603,0.1983762140725962,Transport,1.0
-sz_taxi/15T/medium,TEMPO_ensemble,16.621758146367522,16.621758146367522,2.7886240902110044,0.5436671160444176,11544182877878.92,0.4056432354482541,4.186005780590022,4.076979046594123,0.3794309511956436,0.2595280179229197,0.2048760010080313,Transport,1.0
-sz_taxi/15T/short,TEMPO_ensemble,17.4208498478518,17.4208498478518,2.816637255769946,0.5646377344735588,1085596002568.5332,0.4076686481853108,4.553039269702125,4.173829158920116,0.390270893404161,0.2633676406844566,0.2085632432340998,Transport,1.0
-sz_taxi/H/short,TEMPO_ensemble,7.1796185307747775,7.1796185307747775,1.856990407886057,0.5666238287772442,1.0442072780517666,0.2977128393394515,8.879848415663536,2.679481018924146,0.2496101916894686,0.1729901157740073,0.137430952779207,Transport,1.0
-bitbrains_fast_storage/5T/long,TEMPO_ensemble,3672590.280412102,3672590.280412102,317.1607716434267,1.1332340259898344,3.227010974463217,0.8598498137968337,23.977099221220804,1916.4003445032308,5.06447395282423,0.8381612283951768,0.7094644613560241,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/medium,TEMPO_ensemble,2976025.644202417,2976025.644202417,264.54632367747934,1.3714575757048917,2.8796723015032697,0.8565775260622274,28.957066888336747,1725.116124845634,5.241379131808436,0.8037647787008277,0.682107337606085,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/short,TEMPO_ensemble,1895972.781193397,1895972.781193397,182.6344269513715,1.0279078804928583,1.722316099230447,0.7766194259149846,20.45237654995505,1376.9432745009494,4.323261336454061,0.5734269314983051,0.4848559993735626,Web/CloudOps,2.0
-bitbrains_fast_storage/H/short,TEMPO_ensemble,1940257.7176037708,1940257.7176037708,257.3521407359959,1.4058022642182617,2.8263525245946144,0.6432442879803827,29.1650252170445,1392.931339874213,3.9703067416651696,0.7335371888741892,0.5874587596872338,Web/CloudOps,2.0
-bitbrains_rnd/5T/long,TEMPO_ensemble,2263730.443029968,2263730.443029968,172.3050069235898,3.668934876053029,0.96853127008722,0.7798013942548078,126.7295016624987,1504.5698531573628,5.763667943486587,0.6600616400918009,0.6074319335159547,Web/CloudOps,2.0
-bitbrains_rnd/5T/medium,TEMPO_ensemble,2223552.2259906232,2223552.2259906232,163.39160044074978,4.779265384417184,0.8364520699516795,0.7732967884591972,170.56352925809287,1491.1580150978712,6.274061899252263,0.6874717532305747,0.6516306924574679,Web/CloudOps,2.0
-bitbrains_rnd/5T/short,TEMPO_ensemble,1699469.6854716334,1699469.6854716334,149.09048959223688,2.176023265378235,1.6044150369031809,0.7256387843177347,61.036705125831965,1303.63709883987,5.3341067299615705,0.6100352503123272,0.5048732361507368,Web/CloudOps,2.0
-bitbrains_rnd/H/short,TEMPO_ensemble,1434891.8630016504,1434891.8630016504,154.30814624657862,6.339388290202582,1.7177987011498808,0.6710905666525652,226.36609895972936,1197.8697187096975,5.242464073973517,0.6753279596136024,0.5727356476060107,Web/CloudOps,2.0
-bizitobs_l2c/5T/long,TEMPO_ensemble,83.78402777777778,83.78402777777778,5.616219618055555,0.5691787932099048,0.4553138503717355,0.7348442821233135,5.39249365216832,9.153361556159451,0.5139475670782447,0.3153423352904076,0.2564849288462723,Web/CloudOps,7.0
-bizitobs_l2c/5T/medium,TEMPO_ensemble,119.63313137755102,119.63313137755102,7.102623432185374,0.68154763374326,0.5080965800199315,0.8033424532960345,8.352018590014794,10.93769314698264,0.5754835052747539,0.3737024411338726,0.3078370563874684,Web/CloudOps,7.0
-bizitobs_l2c/5T/short,TEMPO_ensemble,19.069532412574404,19.069532412574404,2.6769740513392857,0.2688959144800951,0.1219874399433708,0.2077034359886532,2.3517113953658773,4.366867574426136,0.1499759082517861,0.0919381244962146,0.0740224897936097,Web/CloudOps,7.0
-bizitobs_l2c/H/long,TEMPO_ensemble,20.04817415478751,20.04817415478751,2.382459471098825,0.2567358459348417,0.2718601152761795,0.6220653722134627,23.23091558315062,4.477518749797427,0.2734997681525463,0.1455275006961939,0.1126980982862935,Web/CloudOps,7.0
-bizitobs_l2c/H/medium,TEMPO_ensemble,12.96948957316753,12.96948957316753,1.7506896483975054,0.1794982441598036,0.1523565183611047,0.60969628722888,24.445272669178813,3.6013177550957,0.2180652601585927,0.1060069173553424,0.0810585643623197,Web/CloudOps,7.0
-bizitobs_l2c/H/short,TEMPO_ensemble,11.895136084171655,11.895136084171655,2.20312018743636,0.2106393155829326,0.1613933816042275,0.4715294354065197,17.800635768519136,3.448932600700057,0.1859063097550763,0.1187538265926308,0.0924752904035464,Web/CloudOps,7.0
-electricity/15T/long,TEMPO_ensemble,445494.59349662164,445494.59349662164,71.13645293731231,1.069672684025989,0.16314865859848895,0.1588807766358694,8.598106475769676,667.4538137553951,1.0529902124646298,0.11222647492413876,0.08943895989067728,Energy,1
-electricity/15T/medium,TEMPO_ensemble,354844.7641272523,354844.7641272523,69.26971396396397,1.0763142071403964,0.1855446355795444,0.1626761283040361,8.797095263079553,595.6884790956194,1.0264312295592055,0.1193586919511884,0.0951124609720009,Energy,1.0
-electricity/15T/short,TEMPO_ensemble,159190.00405616555,159190.00405616555,62.5526905616554,1.1409024404983137,0.2020543706645943,0.1882046989922051,9.555194203272697,398.9862203838192,0.7864804941240011,0.1233036843587985,0.0987941449815684,Energy,1.0
-electricity/D/short,TEMPO_ensemble,1830908576.906305,1830908576.906305,4844.894660019505,1.1307721707082092,0.5436521689114582,0.1041476808751024,16.221529758156862,42789.11750557968,0.7031673217931671,0.0796177112559447,0.0629024363046735,Energy,1.0
-electricity/H/long,TEMPO_ensemble,21722957.01816614,21722957.01816614,492.3286234511816,2.042554243581235,0.408992004493464,0.2307863950054109,47.41797272759863,4660.789312784493,1.8382139261510588,0.1941742634425296,0.148206085277293,Energy,1.0
-electricity/H/medium,TEMPO_ensemble,12405600.150943354,12405600.150943354,376.5264755777096,1.622145303081426,0.296640691110791,0.1951338947816654,66.66133890134049,3522.15845057308,1.3748145002601186,0.1469706901663798,0.1148914353889486,Energy,1.0
-electricity/H/short,TEMPO_ensemble,1688546.781412633,1688546.781412633,187.8699727186596,1.0050889771135272,0.2273770764809037,0.1373330675316135,15.737540704898228,1299.4409495674024,0.6134289260884495,0.0886880436140171,0.0719937166431956,Energy,1.0
-electricity/W/short,TEMPO_ensemble,64249939457.76018,64249939457.76018,31706.465852576348,6.466859483837508,0.2570243674728941,0.1099998428877318,145.0489063443409,253475.7176886184,0.5783479437738448,0.0723436923165147,0.0578949994286435,Energy,1.0
-ett1/15T/long,TEMPO_ensemble,6.850894097222223,6.850894097222223,1.4341579861111111,0.9242692428686736,0.7036466461808386,0.3692628888682048,6.303359004852829,2.617421268581392,0.4988830817475999,0.2733519301659155,0.2107742472548193,Energy,7.0
-ett1/15T/medium,TEMPO_ensemble,7.617563864087302,7.617563864087302,1.4986427331349206,0.976606474451248,0.6910772020815523,0.3800057326404693,6.824784430467785,2.7599934536312403,0.526057481185298,0.2856427867074719,0.2218610452864712,Energy,7.0
-ett1/15T/short,TEMPO_ensemble,2.3770411900111608,2.3770411900111608,0.773382568359375,0.5465906326959404,0.298051826154426,0.1872670481575656,4.1181777672797,1.5417656079998543,0.2914578761469571,0.1462014975904972,0.1164537052328493,Energy,7.0
-ett1/D/short,TEMPO_ensemble,35825.2313692391,35825.2313692391,119.50307061186037,1.0799253264499709,1.9796881486523008,0.4178044745249117,21.049395213248093,189.2755435053328,0.4971384933506769,0.3138787789194011,0.2548155351924129,Energy,7.0
-ett1/H/medium,TEMPO_ensemble,242.1378806792051,242.1378806792051,8.383040984876816,1.4486776575341478,1047610102338.1396,0.5383796489756065,50.41912483121315,15.560780207920333,0.7453244852600052,0.4015277912470358,0.3144293499013021,Energy,7.0
-ett1/H/long,TEMPO_ensemble,186.56152447089949,186.56152447089949,6.966465153769842,1.1478718553875968,706542928866.8086,0.434202228525959,7.452181852979635,13.658752668926232,0.6540880825104363,0.3336089278980483,0.2606986690022358,Energy,7.0
-ett1/H/short,TEMPO_ensemble,36.70247009919829,36.70247009919829,3.3148933648633383,0.6170101884063703,0.3084948036740647,0.1946866732286521,24.874347964793103,6.058256357995945,0.282763609581005,0.1547196351286375,0.1207133195000267,Energy,7.0
-ett1/W/short,TEMPO_ensemble,887399.1735710932,887399.1735710932,683.5332902596411,5.830762916665651,0.639454933730434,0.3532354016625695,171.81106878706947,942.0186694387183,0.3748517124347619,0.271994210595273,0.2025772463581218,Energy,7.0
-ett2/15T/long,TEMPO_ensemble,9.864918154761904,9.864918154761904,2.052302517361111,0.8994975590906767,0.1447623960988986,0.1673348461179167,6.685900632455783,3.1408467257670987,0.1673814073610098,0.1093709160871413,0.086712667063519,Energy,7.0
-ett2/15T/medium,TEMPO_ensemble,10.374977058531746,10.374977058531746,2.0502413504464285,0.8817475524896944,0.1430236783194189,0.164249098141465,6.094923324047522,3.221021120472784,0.1716540459810549,0.1092610727712752,0.0868491823139074,Energy,7.0
-ett2/15T/short,TEMPO_ensemble,5.736301385788691,5.736301385788691,1.6271341959635417,0.7037772726684594,0.0946562229796111,0.1195926106665842,4.241026405772067,2.395057699887143,0.1137019093257549,0.0772458487405124,0.0594515256229115,Energy,7.0
-ett2/D/short,TEMPO_ensemble,77957.93052643235,77957.93052643235,173.93642603779324,0.7932970745926875,0.2810083609087604,0.1163415594139375,37.26793367832341,279.2094742777049,0.1597989488226238,0.0995484057792334,0.0785334261667059,Energy,7.0
-ett2/H/medium,TEMPO_ensemble,117.19157433878894,117.19157433878894,7.044207982801135,0.8413836082344824,0.1431093449564606,0.1459942896011149,16.303446928421266,10.82550573131754,0.1458806513517331,0.0949252325288861,0.07477561340216,Energy,7.0
-ett2/H/long,TEMPO_ensemble,146.3332175925926,146.3332175925926,7.887528935185185,0.938929495976326,0.1597060509673862,0.160266290896784,6.476700944863757,12.09682675715382,0.1656567320337467,0.1080136380767531,0.0849789777142148,Energy,7.0
-ett2/H/short,TEMPO_ensemble,100.64234532560724,100.64234532560724,6.317577307108937,0.7322094885162027,0.1161667494731085,0.1087860839521508,12.392790753381096,10.03206585532647,0.127234502671059,0.0801244547581586,0.0632954016073255,Energy,7.0
-ett2/W/short,TEMPO_ensemble,7007643.154367236,7007643.154367236,1809.391532097325,8.665717717551686,0.277186382123055,0.3990484389329828,492.8684377086312,2647.195337402821,0.2220591048300837,0.1517802098801164,0.1155544056887771,Energy,7.0
-hierarchical_sales/D/short,TEMPO_ensemble,26.157266922759057,26.157266922759057,2.215655143201808,0.6776387514897414,0.6206627352091967,1.0687807931530906,14.473942778373422,5.114417554595934,1.5690466669922971,0.67973846103377,0.5596130195757358,Sales,1.0
-hierarchical_sales/W/short,TEMPO_ensemble,288.17871858983546,288.17871858983546,7.891863766834326,1.6429831697496038,0.5436327697448993,0.4204057678953355,38.61432430769182,16.975827478795708,0.7793685430463433,0.362319325733053,0.293764327010191,Sales,1.0
-jena_weather/10T/long,TEMPO_ensemble,1541.051058201058,1541.051058201058,10.752484292328042,0.7498847571923881,0.6277140074905889,0.67085925866586,11.187419710103162,39.25622317800145,0.2402155609483874,0.065796295129016,0.0574072518919685,Nature,21.0
-jena_weather/10T/medium,TEMPO_ensemble,1569.5689754689754,1569.5689754689754,10.377184794372294,0.6608788181493453,0.6769555017463654,0.6758565703508304,8.839448251048116,39.61778610004571,0.2431336760169535,0.0636846056816905,0.0551932164349267,Nature,21.0
-jena_weather/10T/short,TEMPO_ensemble,966.3447234623015,966.3447234623015,8.518510122147818,0.7055410524327546,0.3799273599090334,0.5996950534045007,12.303617111915608,31.08608568897509,0.1930835604207855,0.0529106263272038,0.0512018739524134,Nature,21.0
-jena_weather/D/short,TEMPO_ensemble,490.21146319226006,490.21146319226006,11.241981511316272,1.492992080244029,0.8425961193136647,0.4191695811714478,22.888736752913548,22.140719572594293,0.1333233191552121,0.0676951028649243,0.0635269085360346,Nature,21.0
-jena_weather/H/long,TEMPO_ensemble,3651.517995326585,3651.517995326585,16.39941646415699,0.9297102605204656,1.6316612786626314,0.7131061647210709,24.948096573210574,60.4277915807502,0.3638422774567146,0.0987426625927,0.0886784246645387,Nature,21.0
-jena_weather/H/medium,TEMPO_ensemble,2225.943126258582,2225.943126258582,13.744629604170994,0.7783406648508941,5.455258807215568,0.7063625932958811,20.442447160737647,47.17990171946718,0.2887021915998645,0.08410582779606,0.0775963251911221,Nature,21.0
-jena_weather/H/short,TEMPO_ensemble,1023.9098574192012,1023.9098574192012,8.76523517813081,0.6118749605029307,1.2240201004875435,0.6003265806201431,11.625520030378068,31.99859149117663,0.1961493238068386,0.0537303322764177,0.0481389934415388,Nature,21.0
-kdd_cup_2018/D/short,TEMPO_ensemble,1554.4659935270852,1554.4659935270852,12.105594183325175,0.9642174605463842,0.3592598968284579,0.2864942699173045,21.2912538375837,39.42671674800078,0.8832003336150819,0.271178168084811,0.2240998504219056,Nature,1.0
-kdd_cup_2018/H/long,TEMPO_ensemble,3378.1948914745467,3378.1948914745467,20.113815086487616,0.8969468587866625,1.0555268802189035,0.5080263903289085,21.5178002327086,58.1222409364483,1.363782641135769,0.471951380745279,0.3784626049563742,Nature,1.0
-kdd_cup_2018/H/medium,TEMPO_ensemble,4498.803442293981,4498.803442293981,22.95649747672461,0.973691357567694,0.9509801056743332,0.515131835077181,28.114940087637187,67.0731201174806,1.403961891227881,0.4805210724793846,0.3927003242652985,Nature,1.0
-kdd_cup_2018/H/short,TEMPO_ensemble,4410.787424246743,4410.787424246743,20.136181817624767,0.8331744761735117,0.7779555017146319,0.4548341961588578,17.219484920364803,66.41375929915986,1.390160261432015,0.4214867532756264,0.3457173613993257,Nature,1.0
-saugeen/D/short,TEMPO_ensemble,1180.5249657829274,1180.5249657829274,14.674566211233737,1.873410588616108,0.4696516808044598,0.4104904114910105,60.0563795657993,34.35876839735277,1.1128886948965837,0.4753126960235187,0.4140233117211236,Nature,1.0
-saugeen/M/short,TEMPO_ensemble,56.96268004690567,56.96268004690567,4.513502618050403,0.2646144203229332,0.1882670754395573,0.1697267839410056,22.921448919808068,7.547362456309202,0.2265944628137076,0.1355088889749082,0.116604940201419,Nature,1.0
-saugeen/W/short,TEMPO_ensemble,17.209805432910827,17.209805432910827,2.4915447729726035,0.1426210685869688,0.0681066893509067,0.0701501141418,23.609252545958405,4.148470252142448,0.125225024119006,0.0752093507547621,0.0684275834827696,Nature,1.0
-solar/10T/long,TEMPO_ensemble,20.21630851454785,20.21630851454785,2.105458394318988,0.9168501667074056,2.2054375288688544,1.5097363530260064,8.178072600203667,4.496254943233073,0.9717935925116252,0.4550611570588035,0.3514162291923545,Energy,1.0
-solar/10T/medium,TEMPO_ensemble,21.70778744332006,21.70778744332006,2.115385233493696,0.9213419427420988,2.510661059483016,1.5058133529224966,7.775337833434205,4.659161667437616,1.0338865464855358,0.4694124157202965,0.3617791786507915,Energy,1.0
-solar/10T/short,TEMPO_ensemble,23.321263401003648,23.321263401003648,2.062976712786078,0.9076386682149772,2.63107707495756,1.550022485368286,10.694432769737926,4.829209397096346,1.4048164906444298,0.6001197023429674,0.4736821951052608,Energy,1.0
-solar/D/short,TEMPO_ensemble,104387.18507930097,104387.18507930097,231.20923391567163,1.5141616719035722,0.964879714657096,0.4061475014791745,29.09351335670305,323.0900572275491,0.4667551073145953,0.3340186068072935,0.2624304706819486,Energy,1.0
-solar/H/long,TEMPO_ensemble,2874.481508515815,2874.481508515815,33.32977699842863,2.5475516817625423,6.921687556510294,1.6789198232683242,20.71382607291551,53.61419129778808,1.858901945988148,1.1556042499569716,0.9908022974231144,Energy,1.0
-solar/H/medium,TEMPO_ensemble,1181.381354685322,1181.381354685322,20.029598753948555,1.5376115488894309,9.182341594432282,1.5097813841756098,83.24830932267248,34.37122858853495,1.2381318765991614,0.7215128964295077,0.5669218361491007,Energy,1.0
-solar/H/short,TEMPO_ensemble,357.80659397966355,357.80659397966355,8.105926199777409,0.6232965183127475,2.3516575794171324,1.3902470030323175,10.072156189723652,18.915776325059024,0.6972418133331227,0.2987871385849469,0.2324193735466299,Energy,1.0
-solar/W/short,TEMPO_ensemble,592896.9261089427,592896.9261089427,521.4438557881405,6.465789224555,0.107441726998219,0.1032429865384732,88.42511842818593,769.9980039642588,0.1571758361909657,0.106439722750173,0.1013756554610495,Energy,1.0
-us_births/D/short,TEMPO_ensemble,187299.09110238173,187299.09110238173,236.9244597047384,0.2241834995445897,0.0232271083552939,0.0225192351285018,24.299459423650383,432.780650101621,0.0405696741346096,0.0222097455662186,0.0186187655839,Healthcare,1.0
-us_births/M/short,TEMPO_ensemble,218823887.2879457,218823887.2879457,11127.496879474224,1.3599614900543109,0.0344038766883071,0.0336326167712632,17.58763596618045,14792.697093091092,0.0459460163158062,0.0345619294413316,0.0261858136628364,Healthcare,1.0
-us_births/W/short,TEMPO_ensemble,5409096.781454435,5409096.781454435,1730.7385174182075,1.236857310613821,0.0233269143726588,0.0233845494028427,26.291106867933827,2325.746499826332,0.0315717806854051,0.0234946056673808,0.0187835735194655,Healthcare,1.0
+bizitobs_application/10S/long,TEMPO_ENSEMBLE,487627.2711111111,487627.2711111111,396.0836111111111,1.2993675903516406,0.0178912925720214,0.0178272904290093,9.800100249012653,698.3031369764217,0.0269307607957717,0.0152753616891155,0.0120698276506844,Web/CloudOps,2.0
+bizitobs_application/10S/medium,TEMPO_ENSEMBLE,307498.0266666667,307498.0266666667,311.76875,0.9177696033266344,0.0131387344996134,0.013129768371582,5.872428510396111,554.5250460228705,0.0217745664925907,0.0122422412222421,0.0094315406776331,Web/CloudOps,2.0
+bizitobs_application/10S/short,TEMPO_ENSEMBLE,525641.8133333334,525641.8133333334,390.0379861111112,0.9921897290135696,0.0150116687350802,0.0149332237243652,6.206112108526064,725.0115953095739,0.0279607992769224,0.0150422060979192,0.0116365011231077,Web/CloudOps,2.0
+bizitobs_service/10S/long,TEMPO_ENSEMBLE,128864.03386243386,128864.03386243386,71.79506613756614,1.3563611507860072,0.1136272192253637,0.0937695441674933,21.32547687545452,358.976369504225,0.2659411707148045,0.0531880802252819,0.0497378287376309,Web/CloudOps,2.0
+bizitobs_service/10S/medium,TEMPO_ENSEMBLE,98009.9961904762,98009.9961904762,66.84960813492063,1.429575874324731,0.1006226942274305,0.089753195141989,16.277174249724983,313.0654822724412,0.2356204593806827,0.0503125904006926,0.0436408573760635,Web/CloudOps,2.0
+bizitobs_service/10S/short,TEMPO_ENSEMBLE,8438.823280423281,8438.823280423281,29.30463913690476,1.2884984418523877,0.0968797762431795,0.0843838533270295,10.922623337489345,91.86306809824762,0.0680550969687549,0.0217098133056419,0.0179825354410236,Web/CloudOps,2.0
+car_parts/M/short,TEMPO_ENSEMBLE,1.448840955093402,1.448840955093402,0.4170860887539882,17.86660919142645,0.9999799200634808,1.9999561636701624,713.7590747571373,1.2036780944643806,2.886296596697481,1.0001296559577155,1.0000739200613302,Sales,1.0
+covid_deaths/D/short,TEMPO_ENSEMBLE,3359486.528320802,3359486.528320802,376.5356868734336,115.6153349693266,0.1948706839966014,0.4917750161531234,1608.2690771273951,1832.8902117477744,0.6896338295236072,0.1416733779396501,0.1157821881701,Healthcare,1.0
+hospital/M/short,TEMPO_ENSEMBLE,6031.719578444155,6031.719578444155,23.99147407037701,4.696532893791447,0.2181512732342086,0.1840471568598741,37.147902714383534,77.6641460291952,0.2819388848011488,0.0870946220356949,0.0701390741514011,Healthcare,1.0
+m4_daily/D/short,TEMPO_ENSEMBLE,1121130.894859576,1121130.894859576,516.3883590607996,7.987928627932832,0.1088423646593421,0.0810604800101247,64.81370332574242,1058.8346872196698,0.163560696084881,0.0797677300125995,0.0606080461596886,Econ/Fin,1.0
+m4_hourly/H/short,TEMPO_ENSEMBLE,1724030.044535024,1724030.044535024,289.1650402419233,2.2278853386116246,0.1401686307504749,0.1173738365971907,16.376050421624175,1313.023245999485,0.1792566653066635,0.0394774129056468,0.031167746098992,Econ/Fin,1.0
+m4_monthly/M/short,TEMPO_ENSEMBLE,2815265.2656666664,2815265.2656666664,867.5761620008681,4.678383723019503,0.235788005510966,0.1978487661213037,57.8058061415511,1677.8752235093843,0.3476662674377067,0.1797672209080605,0.1494297959225055,Econ/Fin,1.0
+m4_quarterly/Q/short,TEMPO_ENSEMBLE,2514810.428,2514810.428,810.4905891927083,2.182249153802416,0.185947568098704,0.1463373041947682,23.608043900790165,1585.8153826974942,0.265437569067886,0.1356618520005551,0.1109355578587279,Econ/Fin,1.0
+m4_weekly/W/short,TEMPO_ENSEMBLE,541471.1017784444,541471.1017784444,439.3405694236126,4.832172082392305,0.1009065322761543,0.1079463725067849,45.31173448032055,735.8472000207953,0.1340599430870445,0.0800410353278435,0.0637560156785005,Econ/Fin,1.0
+m4_yearly/A/short,TEMPO_ENSEMBLE,3878844.870897536,3878844.870897536,945.4389228040392,2.3981068438654534,0.2092134684314751,0.158700357189562,30.97324149680404,1969.478324556413,0.3158149780005754,0.1516055134414823,0.1267824542222521,Econ/Fin,1.0
+restaurant/D/short,TEMPO_ENSEMBLE,154.6462244326142,154.6462244326142,7.553120731472402,1.9378580999513804,0.6267567772908494,0.4301861248252114,17.613543161794635,12.43568351288397,0.5723189684521193,0.3476121164672595,0.2785855176058847,Sales,1.0
+temperature_rain/D/short,TEMPO_ENSEMBLE,196.24055072576525,196.24055072576525,5.971279438835857,1.1188085728690171,25.89721481389996,1.5564323267332705,23.68132606745661,14.008588463002448,1.6491812374036674,0.7029774655619903,0.6018449486123362,Nature,1.0
+loop_seattle/5T/long,TEMPO_ENSEMBLE,45.255009312113,45.255009312113,3.82509889249011,0.609772921780666,0.115840638970689,0.0808924666786259,5.58609892597957,6.727184352469688,0.1138146269817346,0.064715366906391,0.0521126066018827,Transport,1.0
+loop_seattle/5T/medium,TEMPO_ENSEMBLE,33.792408340186405,33.792408340186405,3.272990517316096,0.5214548025956122,0.0851551320653704,0.0641574094711319,4.822810274952749,5.813123802241477,0.0960772879128691,0.0540948486503963,0.0436714854292893,Transport,1.0
+loop_seattle/5T/short,TEMPO_ENSEMBLE,25.731941133386947,25.731941133386947,2.6942812042708737,0.4298290643570778,0.07453944464094,0.0555199753512292,3.882450724435325,5.072666077457391,0.0858552006954052,0.0456008832417526,0.0365482163898581,Transport,1.0
+loop_seattle/D/short,TEMPO_ENSEMBLE,201.8897832817337,201.8897832817337,11.740500435371516,2.774823575326353,0.2117016866111165,0.1850822204652831,53.69285838634296,14.208792463884246,0.2539301027317229,0.2098184268123754,0.1896011897345642,Transport,1.0
+loop_seattle/H/long,TEMPO_ENSEMBLE,107.18005890952873,107.18005890952873,5.884305998989508,1.2059726001740343,0.2284862642973856,0.1319734503159131,10.89359255795443,10.35278025022886,0.1850180328102056,0.105160420106692,0.0858770469329422,Transport,1.0
+loop_seattle/H/medium,TEMPO_ENSEMBLE,102.0016705366357,102.0016705366357,5.591995009352425,1.1218170402210388,0.2061506399306227,0.1263956800210832,10.534682855933928,10.099587641910718,0.1785090812377754,0.0988378859413388,0.0806802675836623,Transport,1.0
+loop_seattle/H/short,TEMPO_ENSEMBLE,63.93484438226468,63.93484438226468,4.569113424888654,0.9321286612874126,0.1389670075459092,0.1052935476325374,7.722207374375397,7.995926736924537,0.1415360365351048,0.0808779552283411,0.0647137448640539,Transport,1.0
+m_dense/D/short,TEMPO_ENSEMBLE,5768.324444444444,5768.324444444444,37.38796875,0.4039148995409595,0.1074763044239946,0.0843358188205295,5.089627880380552,75.94948613680309,0.1314797949034482,0.0647241043112796,0.0539366130007633,Transport,1.0
+m_dense/H/long,TEMPO_ENSEMBLE,120260.29827160494,120260.29827160494,162.72006172839505,1.3319808133687625,0.4192954648363726,0.3339448905285493,10.119297399210735,346.7856661853326,0.6003372524100504,0.2816924812509744,0.221528231064794,Transport,1.0
+m_dense/H/medium,TEMPO_ENSEMBLE,95303.87555555555,95303.87555555555,142.89605034722223,1.1974521911956586,0.3782484602009441,0.3119469536675347,9.506814665422915,308.7132578227821,0.5371220668355627,0.2486210746063868,0.1993907938331504,Transport,1.0
+m_dense/H/short,TEMPO_ENSEMBLE,39899.67444444444,39899.67444444444,87.75685763888889,0.7629589384918614,0.2737046016924269,0.2153883404201931,6.4551554438991126,199.749028644558,0.3543050243689524,0.1556588074308831,0.1239959977566907,Transport,1.0
+sz_taxi/15T/long,TEMPO_ENSEMBLE,17.11225683315527,17.11225683315527,2.807824567919783,0.5592388252412251,891763845532.28,0.4074579570368145,4.479720970305226,4.136696367048864,0.3854328199908255,0.2616164313807031,0.2072789439258874,Transport,1.0
+sz_taxi/15T/medium,TEMPO_ENSEMBLE,17.181647858796296,17.181647858796296,2.802406906606125,0.5587890281052588,980879675330.1469,0.4046340985855146,4.435455309207469,4.145075133070123,0.3862134936765363,0.2611116390794976,0.2067451524244509,Transport,1.0
+sz_taxi/15T/short,TEMPO_ENSEMBLE,16.188086902585805,16.188086902585805,2.710469068217481,0.5421277246410363,1559028962787.2595,0.3815988051585662,3.9974291375358737,4.023442170901156,0.3754715629735235,0.252943627423149,0.1990819241581065,Transport,1.0
+sz_taxi/H/short,TEMPO_ENSEMBLE,7.189825987204527,7.189825987204527,1.849522386860644,0.5637851957501169,1.014901242704473,0.2964422356369149,4.431838456166187,2.681385087450985,0.2497875734919494,0.1722944277176315,0.136247323200995,Transport,1.0
+bitbrains_fast_storage/5T/long,TEMPO_ENSEMBLE,2440224.267545323,2440224.267545323,229.6813110807334,1.117978597062503,2.251204239869468,0.8221634438380008,27.51323770956846,1562.121719823818,4.745113207690169,0.6976817548453914,0.5854367008276827,Web/CloudOps,2.0
+bitbrains_fast_storage/5T/medium,TEMPO_ENSEMBLE,2631657.734381467,2631657.734381467,232.32689319711096,1.4213753528808146,2.3469343026571554,0.8229977424824282,36.54996504533897,1622.238494914193,4.928808505230026,0.7058732552417682,0.5948226525152782,Web/CloudOps,2.0
+bitbrains_fast_storage/5T/short,TEMPO_ENSEMBLE,2230525.403204316,2230525.403204316,205.1374160586084,1.064509249551392,1.617535049043656,0.7656597272656195,19.9251692395756,1493.4943599506212,3.9417512832669366,0.5414152839665344,0.4378417919631492,Web/CloudOps,2.0
+bitbrains_fast_storage/H/short,TEMPO_ENSEMBLE,2005001.4583279784,2005001.4583279784,235.38284965169785,1.468075876452505,2.1154490817398,0.6492987395299152,30.887620124678627,1415.9807408040472,4.036005106798449,0.6709175879804512,0.5386730388224907,Web/CloudOps,2.0
+bitbrains_rnd/5T/long,TEMPO_ENSEMBLE,2049491.817123375,2049491.817123375,154.23860818175223,5.354332726402957,1.044259314751908,0.7570510199845623,190.4855143937792,1431.604630169718,5.963076180299257,0.6424515198879186,0.5788157952641853,Web/CloudOps,2.0
+bitbrains_rnd/5T/medium,TEMPO_ENSEMBLE,2012628.349056859,2012628.349056859,154.0856175924186,2.0206660007438004,1.2854108619095217,0.7562830102005815,50.702933072419086,1418.6713322883702,5.969073466936588,0.6483167388205798,0.5803418284708388,Web/CloudOps,2.0
+bitbrains_rnd/5T/short,TEMPO_ENSEMBLE,1092676.6090575084,1092676.6090575084,102.72774254536428,1.4738776261427329,0.6909973121152531,0.724109150334899,27.830770596585733,1045.3117281737102,4.614003515916433,0.4534400146017512,0.3903323828435197,Web/CloudOps,2.0
+bitbrains_rnd/H/short,TEMPO_ENSEMBLE,1373237.396530412,1373237.396530412,140.5587084683091,6.4469252489463615,1.230340532002289,0.6496405541543678,212.9778414003044,1171.8521222963298,5.128598282316404,0.6151536845814527,0.5300669828610838,Web/CloudOps,2.0
+bizitobs_l2c/5T/long,TEMPO_ENSEMBLE,28.02539958112875,28.02539958112875,3.134216545414462,0.2992086737079788,0.2278988936816867,0.5175256799768518,1.9222874573646005,5.293902112915269,0.2724096828546203,0.1612781870392175,0.1255549472781602,Web/CloudOps,7.0
+bizitobs_l2c/5T/medium,TEMPO_ENSEMBLE,23.050455729166668,23.050455729166668,2.8030650111607143,0.28310808843281,0.217644268352139,0.6169422549293154,2.255901530024711,4.801089014918039,0.2471325504016436,0.1442857241341077,0.1131950526630068,Web/CloudOps,7.0
+bizitobs_l2c/5T/short,TEMPO_ENSEMBLE,3.1966607956659225,3.1966607956659225,1.1986464727492558,0.1151517649409104,0.0398835409255254,0.038441853296189,0.667002474954807,1.7879208024031497,0.0520254942308455,0.034878600365867,0.0269425800159113,Web/CloudOps,7.0
+bizitobs_l2c/H/long,TEMPO_ENSEMBLE,16.538295200892858,16.538295200892858,2.070875573536706,0.2180866660308821,0.2278338753179033,0.6110211084759425,1.3445094546037508,4.066730283765184,0.2484076230387728,0.1264950569465923,0.097937862969621,Web/CloudOps,7.0
+bizitobs_l2c/H/medium,TEMPO_ENSEMBLE,12.969489397321428,12.969489397321428,1.750689697265625,0.1794982441293087,0.1523565293116185,0.6096963065011161,1.113684244320353,3.6013177306815667,0.2180652586802799,0.1060069203143813,0.0810585643608789,Web/CloudOps,7.0
+bizitobs_l2c/H/short,TEMPO_ENSEMBLE,4.876285129123264,4.876285129123264,1.302290780203683,0.13201672288296,0.1161148839717288,0.436991464524042,0.9056123725875996,2.2082312218432345,0.1190293182352498,0.0701968082773084,0.0558677005802573,Web/CloudOps,7.0
+electricity/15T/long,TEMPO_ENSEMBLE,133835.22996771772,133835.22996771772,53.456839245495495,0.9939385780309388,0.1802039587686282,0.1575861328858155,9.52136853864833,365.8349764138439,0.6912502396245063,0.1010074359216439,0.0823081285199345,Energy,1.0
+electricity/15T/medium,TEMPO_ENSEMBLE,147086.25630236487,147086.25630236487,58.9102391258446,1.1008310035581168,0.2031415438085511,0.1748311696095509,10.063220095437282,383.5182607156599,0.731616319583604,0.1123797658411746,0.0906301323705994,Energy,1.0
+electricity/15T/short,TEMPO_ENSEMBLE,53514.92639850788,53514.92639850788,42.72801652238176,0.8701977534359403,0.1565123488839787,0.1385838226799492,6.664328952354419,231.33293409825563,0.424854101914554,0.078472065194558,0.0622887006592235,Energy,1.0
+electricity/D/short,TEMPO_ENSEMBLE,1773811077.968721,1773811077.968721,4735.994360360361,1.115364338640572,0.5424773373398062,0.1024850777290962,10.020402740809686,42116.6365937348,0.6921162106217391,0.0778281158070003,0.0615318072875596,Energy,1.0
+electricity/H/long,TEMPO_ENSEMBLE,21656666.85463063,21656666.85463063,496.1748430930931,2.0531234768133286,0.3964748661654531,0.2308328186585022,13.780891404513913,4653.672405168914,1.835406963645144,0.1956912053343266,0.1479181783703783,Energy,1.0
+electricity/H/medium,TEMPO_ENSEMBLE,11332664.060585586,11332664.060585586,370.4004170185811,1.6193840624647802,0.2917618788278519,0.192386435431403,11.603075966381072,3366.402242838129,1.3140177023969903,0.144579485702608,0.1126590158033672,Energy,1.0
+electricity/H/short,TEMPO_ENSEMBLE,1832069.8023648649,1832069.8023648649,198.91421179969032,1.0666581008254952,0.2378714794262591,0.1420216092977438,10.306280643530442,1353.5397306192622,0.6389674211684946,0.0939017142032927,0.0757270380140367,Energy,1.0
+electricity/W/short,TEMPO_ENSEMBLE,46064089239.29369,46064089239.29369,29281.876126126128,6.7051638386670405,0.2451873894841502,0.1105028925715266,78.41860400355218,214625.4627002437,0.4897044792472421,0.0668115782690427,0.0571458143436201,Energy,1.0
+ett1/15T/long,TEMPO_ENSEMBLE,2.426123046875,2.426123046875,0.8594006541418651,0.6251000870679456,0.2925888486169558,0.2088383556547619,4.284138746297137,1.5576016971212503,0.2899107367971693,0.1599571169617456,0.1245837835659594,Energy,7.0
+ett1/15T/medium,TEMPO_ENSEMBLE,3.665840308779762,3.665840308779762,0.9739117140997025,0.6656957195358719,0.3419423155295361,0.2164743913922991,4.975116861543028,1.9146384276880484,0.3483354661955551,0.1771864525741701,0.140029793907285,Energy,7.0
+ett1/15T/short,TEMPO_ENSEMBLE,0.6365459623790922,0.6365459623790922,0.4495159694126674,0.3504219026354622,0.148824625845035,0.1175648008074079,2.5677515620110003,0.7978383059110989,0.1424446592250454,0.0802557969513414,0.0629222896778817,Energy,7.0
+ett1/D/short,TEMPO_ENSEMBLE,8428.484126984127,8428.484126984127,50.722237723214285,0.416001643493369,0.6177615211123512,0.1943805270724826,2.4777156566549183,91.806776040683,0.241133542532727,0.1332236398538365,0.1027991523160863,Energy,7.0
+ett1/H/long,TEMPO_ENSEMBLE,186.56152447089949,186.56152447089949,6.966465153769842,1.1478718553875968,706542928866.8086,0.434202228525959,7.452181852979635,13.658752668926232,0.6540880825104363,0.3336089278980483,0.2606986690022358,Energy,7.0
+ett1/H/medium,TEMPO_ENSEMBLE,210.31737351190475,210.31737351190475,7.783360072544643,1.2921248816752966,2394988688740.979,0.4857444036574591,7.670278067717789,14.502323038461968,0.6946268959068199,0.3728044970849133,0.2862649623279022,Energy,7.0
+ett1/H/short,TEMPO_ENSEMBLE,36.55992838541667,36.55992838541667,3.31173822312128,0.6173025444422964,0.308757091703869,0.1946493421282087,4.307629355652223,6.0464806611298005,0.2822139896318907,0.1545723717553161,0.1206314820077215,Energy,7.0
+ett1/W/short,TEMPO_ENSEMBLE,680088.7142857143,680088.7142857143,625.6919642857143,6.086432786812403,0.5392628056662423,0.3573795161021351,37.66618612480504,824.6749143060642,0.328157831536192,0.248977766448001,0.1820576488837628,Energy,7.0
+ett2/15T/long,TEMPO_ENSEMBLE,5.956928323412699,5.956928323412699,1.6044109623015872,0.7047809146350211,0.1055386204469079,0.1197530691964285,4.620370019558849,2.440681938191189,0.123840215227059,0.0814078212220199,0.0636566074806678,Energy,7.0
+ett2/15T/medium,TEMPO_ENSEMBLE,5.548760230654762,5.548760230654762,1.5561342075892857,0.671412971844876,0.0967213048749063,0.1097720918201264,4.294814353598369,2.3555806567924527,0.1146702656271786,0.0757530091025556,0.0591136068282064,Energy,7.0
+ett2/15T/short,TEMPO_ENSEMBLE,2.1440130324590774,2.1440130324590774,1.039876229422433,0.4684627317471617,0.0646613530082772,0.1166317985171363,2.836496571230992,1.4642448676567308,0.0650103948386862,0.0461690293415903,0.0356368146844352,Energy,7.0
+ett2/D/short,TEMPO_ENSEMBLE,50878.18095238095,50878.18095238095,143.57472718253968,0.5795335298098135,0.115604255312965,0.0856832716200086,3.9209683971288687,225.561922656243,0.1290950395867559,0.0821716044579683,0.0652697198570775,Energy,7.0
+ett2/H/long,TEMPO_ENSEMBLE,146.3332175925926,146.3332175925926,7.887528935185185,0.938929495976326,0.1597060509673862,0.160266290896784,6.476700944863757,12.09682675715382,0.1656567320337467,0.1080136380767531,0.0849789777142148,Energy,7.0
+ett2/H/medium,TEMPO_ENSEMBLE,116.4034412202381,116.4034412202381,7.034888857886905,0.8417988347064325,0.1428101438678359,0.1461324146815708,5.497659780958897,10.789042646140484,0.1453892878304396,0.0947996513277619,0.0746216000768869,Energy,7.0
+ett2/H/short,TEMPO_ENSEMBLE,83.8348400297619,83.8348400297619,5.616767810639881,0.657868124921435,0.1062725054061009,0.1005470820835658,4.51715751563887,9.15613674153908,0.1161252899482322,0.0712362439524702,0.0559794964806631,Energy,7.0
+ett2/W/short,TEMPO_ENSEMBLE,50153408.0,50153408.0,5750.481584821428,18.879777231189173,0.5354306357247489,0.7778287484025764,145.92744525176246,7081.907087783629,0.5940634324121872,0.4823772447106784,0.3722205310770798,Energy,7.0
+hierarchical_sales/D/short,TEMPO_ENSEMBLE,26.144174374741628,26.144174374741628,2.2159887987998657,0.6776781916278962,0.6214346639809414,1.0697553971327254,7.844630481376959,5.11313742967482,1.5686539388430278,0.6798408228762413,0.5596516023662144,Sales,1.0
+hierarchical_sales/W/short,TEMPO_ENSEMBLE,208.41687632415253,208.41687632415253,6.893525980286679,1.5405539950087042,0.501563509229671,0.3862917948577363,12.07970736684027,14.436650453763592,0.6627936838232559,0.3164851496293178,0.2529514701591871,Sales,1.0
+jena_weather/10T/long,TEMPO_ENSEMBLE,1494.6670006613756,1494.6670006613756,9.313304398148148,0.6309415613166219,0.5533342606620286,0.6102226200810185,7.968598337655945,38.66092343260021,0.2365608812169572,0.0569868306252071,0.0484899654114696,Nature,21.0
+jena_weather/10T/medium,TEMPO_ENSEMBLE,1428.2385615079363,1428.2385615079363,9.73109343998016,0.770657587644626,0.45034885466974,0.5904903351314484,7.660509410812896,37.79204362703791,0.2300681949417704,0.0592403820402081,0.0492121746241922,Nature,21.0
+jena_weather/10T/short,TEMPO_ENSEMBLE,356.6833209325397,356.6833209325397,6.77793705047123,0.6259220489380137,0.1543256824463067,0.4635223751976376,4.5303511138071695,18.886061551645422,0.1160439813650122,0.0416465232111659,0.0315293674377684,Nature,21.0
+jena_weather/D/short,TEMPO_ENSEMBLE,409.1419642857143,409.1419642857143,9.749877542162698,1.3035383788786572,0.5480121025175815,0.3650206308516245,13.435620298887152,20.22725795271604,0.1218011527955401,0.0587101982397621,0.049186717650696,Nature,21.0
+jena_weather/H/long,TEMPO_ENSEMBLE,3616.809523809524,3616.809523809524,16.37919560185185,1.02478500142865,2.041743679492345,0.7062990864748677,8.303475084254293,60.13991622715752,0.3621089262445626,0.0986209044544351,0.0830668877325188,Nature,21.0
+jena_weather/H/medium,TEMPO_ENSEMBLE,2571.667857142857,2571.667857142857,15.079837859623016,0.948315476755886,1.4699010265727828,0.7289495558965774,10.947285563727604,50.7116146177861,0.3103133637080175,0.0922762023189436,0.0783835088305258,Nature,21.0
+jena_weather/H/short,TEMPO_ENSEMBLE,1018.5410792606516,1018.5410792606516,8.795254330487678,0.6307897479895602,1.1392179782126224,0.6025232810623564,6.694776691348025,31.91459038215361,0.1956343923102162,0.0539143449925314,0.0444314398134425,Nature,21.0
+kdd_cup_2018/D/short,TEMPO_ENSEMBLE,1516.345084031518,1516.345084031518,11.394115079439292,0.8988963505503572,0.3130111050055663,0.2621102319434963,8.453911474684531,38.94027585972547,0.8723035410275897,0.2552402804354663,0.2098857562368817,Nature,1.0
+kdd_cup_2018/H/long,TEMPO_ENSEMBLE,3226.9120112959263,3226.9120112959263,19.277435912975083,0.8769099918367069,1.0711117767331302,0.4946325637606668,8.774512919523671,56.80591528437797,1.3328962906449948,0.4523265348849569,0.3713646975262221,Nature,1.0
+kdd_cup_2018/H/medium,TEMPO_ENSEMBLE,4411.474204999715,4411.474204999715,21.78959218251548,0.9389850331762508,0.906548250640067,0.4969745987220428,8.641128078775742,66.41892956830692,1.3902684103310523,0.4560956022965295,0.3721063901737007,Nature,1.0
+kdd_cup_2018/H/short,TEMPO_ENSEMBLE,4213.191972082293,4213.191972082293,18.50047424942846,0.7755335648478038,0.7064144683127912,0.4231625609033334,7.290873307077078,64.9091054635811,1.358665135900395,0.3872484327245064,0.317560729859845,Nature,1.0
+saugeen/D/short,TEMPO_ENSEMBLE,100.51135416666666,100.51135416666666,2.6642049153645835,0.3402823763010718,0.0503207906087239,0.0514753182729085,2.1419360602772457,10.025535106250771,0.3247294708297791,0.0862942319965577,0.0661465559255415,Nature,1.0
+saugeen/M/short,TEMPO_ENSEMBLE,4.164726983933222,4.164726983933222,1.347757066999163,0.0789051595695627,0.0377655313128516,0.0387396386691502,0.8427224228584025,2.04076627371515,0.0612699257784091,0.040463710384647,0.0340753637601601,Nature,1.0
+saugeen/W/short,TEMPO_ENSEMBLE,17.543472290039062,17.543472290039062,2.67932243347168,0.1533740309245224,0.0759897470474243,0.0801339026334025,1.5005436040659956,4.188492842304862,0.1264331392828559,0.0808775755788074,0.0707038225619495,Nature,1.0
+solar/10T/long,TEMPO_ENSEMBLE,15.809275712185723,15.809275712185723,1.8056089219637064,0.7935415450083824,2.3277865434987204,1.4880007555885038,5.265772326000681,3.976087991001422,0.9494284174682992,0.4311515301538582,0.3259064764784643,Energy,1.0
+solar/10T/medium,TEMPO_ENSEMBLE,13.317824712971412,13.317824712971412,1.4643280073848084,0.6403629744856407,1.6871777505154564,1.4886846107055962,5.860875318184641,3.64935949352368,0.9297285097230794,0.3730592994380783,0.2855840260224301,Energy,1.0
+solar/10T/short,TEMPO_ENSEMBLE,4.579851478149712,4.579851478149712,0.9389028396049556,0.4148577858316679,1.290939476594771,1.4926070684354091,3.4334659028362795,2.140058755770437,1.3168532900106638,0.5777398821412396,0.461325856836472,Energy,1.0
+solar/D/short,TEMPO_ENSEMBLE,227997.78199513385,227997.78199513385,364.8942746350365,1.1822038893743294,1.1243099463247035,0.5479662967134277,26.830195352743505,477.4911328968673,0.6898120741982009,0.5271479596321818,0.4800547635005184,Energy,1.0
+solar/H/long,TEMPO_ENSEMBLE,2874.481508515815,2874.481508515815,33.32977699842863,2.5475516817625423,6.921687556510294,1.6789198232683242,20.71382607291551,53.61419129778808,1.858901945988148,1.1556042499569716,0.9908022974231144,Energy,1.0
+solar/H/medium,TEMPO_ENSEMBLE,3328.179333941606,3328.179333941606,27.74560725079836,2.1192776144205463,0.982378255220553,1.972083945169936,13.399058473722926,57.69037470793205,2.0781418580377284,0.9994614889653576,0.7343401482401601,Energy,1.0
+solar/H/short,TEMPO_ENSEMBLE,406.0480185122935,406.0480185122935,9.035267002742229,0.6971424677787719,2.1446248619803527,1.4069967350253358,7.611412271966008,20.150633203755497,0.7427590622937399,0.3330429559543392,0.2607230327213033,Energy,1.0
+solar/W/short,TEMPO_ENSEMBLE,25620636.96350365,25620636.96350365,4588.206660583942,59.20451480380479,0.9345781089615648,1.7547384193792417,517.900837376737,5061.683214455805,1.0332160923962808,0.9365676902529754,0.6280375794904386,Energy,1.0
+us_births/D/short,TEMPO_ENSEMBLE,186916.96,186916.96,239.07765625,0.2262047828348501,0.0234775368372599,0.0226943778991699,2.5604752821394974,432.3389411098658,0.0405282675008943,0.0224115902701547,0.0185739392260598,Healthcare,1.0
+us_births/M/short,TEMPO_ENSEMBLE,145867776.0,145867776.0,9889.141927083334,1.2073705555270309,0.0316123714049657,0.0308461654110728,8.33813811617069,12077.573266182242,0.0375128602209077,0.0307156074022029,0.0255509986968776,Healthcare,1.0
+us_births/W/short,TEMPO_ENSEMBLE,21440150.85714286,21440150.85714286,4361.426897321428,3.115257411522497,0.0587949837957109,0.0607828675922443,41.82710839191516,4630.351051177746,0.0628565614933249,0.0592059424739289,0.0511111792570683,Healthcare,1.0

results/tempo_ensemble/config.json

@@ -1,5 +1,5 @@
 {
-    "model": "TEMPO_ensemble",
+    "model": "TEMPO_ENSEMBLE",
     "model_type": "fine-tuned",
     "model_dtype": "float32",
     "model_link": "https://huggingface.co/Melady/TEMPO",