DaniFrame's picture
Upload extra parameters and metrics
a779bc7 verified
raw
history blame
4.5 kB
{
"L1s": {
"train": {
"RMSE": 10.586791999148511,
"MAPE": 333789637272.87634,
"R2": 0.37469534020952666,
"Pearson": 0.7497542481860564,
"Spearman": 0.6645833958170867
},
"validation": {
"RMSE": 13.262801935802035,
"MAPE": 254986479757.55106,
"R2": 0.03667739899081146,
"Pearson": 0.21024444073703072,
"Spearman": 0.1571876955000892
},
"test": {
"RMSE": 13.467806522818265,
"MAPE": 305320595296.9147,
"R2": 0.031638197342175656,
"Pearson": 0.17830914801960795,
"Spearman": 0.13702748396577982
}
},
"L1": {
"train": {
"RMSE": 5.87852554356906,
"MAPE": 963775019452.7384,
"R2": 0.6284047150572948,
"Pearson": 0.8066312849574994,
"Spearman": 0.7187687796012211
},
"validation": {
"RMSE": 7.9223037792720055,
"MAPE": 697689252897.4905,
"R2": 0.3525230654409073,
"Pearson": 0.5940305756543542,
"Spearman": 0.535070160225964
},
"test": {
"RMSE": 8.124887256729458,
"MAPE": 1195305246754.9038,
"R2": 0.3388075319546944,
"Pearson": 0.5825231363831227,
"Spearman": 0.5674470746304441
}
},
"L2s": {
"train": {
"RMSE": 418.8413356797394,
"MAPE": 2843295821524.4956,
"R2": 0.042157917592763994,
"Pearson": 0.5438929830858519,
"Spearman": 0.16976895034985784
},
"validation": {
"RMSE": 444.5506310272731,
"MAPE": 1756728969859.1235,
"R2": 0.00031038451885490037,
"Pearson": 0.0728817215970553,
"Spearman": 0.018785733773693167
},
"test": {
"RMSE": 475.9261412675498,
"MAPE": 2393708765625.9727,
"R2": 0.0026712055483556485,
"Pearson": 0.054882494702716805,
"Spearman": 0.027522546978670955
}
},
"L2": {
"train": {
"RMSE": 196.3702490913952,
"MAPE": 18007423691838.957,
"R2": 0.7452055376056101,
"Pearson": 0.8797867063523847,
"Spearman": 0.6756746861723527
},
"validation": {
"RMSE": 350.04683396263795,
"MAPE": 10513641804457.56,
"R2": 0.2627802111740122,
"Pearson": 0.5131707103564818,
"Spearman": 0.5058545233753574
},
"test": {
"RMSE": 386.6892390950635,
"MAPE": 31575870477231.86,
"R2": 0.2229120004512588,
"Pearson": 0.4725900650883244,
"Spearman": 0.5185997599096045
}
},
"Lpls": {
"train": {
"RMSE": 0.4086693199647774,
"MAPE": 19347683182.201,
"R2": 0.3239212473836156,
"Pearson": 0.7098473993776331,
"Spearman": 0.7044060905361875
},
"validation": {
"RMSE": 0.4858163446685707,
"MAPE": 12868265818.938543,
"R2": 0.0430393076382779,
"Pearson": 0.22236097140359595,
"Spearman": 0.20343819012433378
},
"test": {
"RMSE": 0.4863655521426786,
"MAPE": 12617500798.311918,
"R2": 0.046878763424657466,
"Pearson": 0.216769371710556,
"Spearman": 0.18052854222970055
}
},
"Lpl": {
"train": {
"RMSE": 0.19502083617609492,
"MAPE": 41907199820.000885,
"R2": 0.548301873951581,
"Pearson": 0.7514888241262097,
"Spearman": 0.7484036789262192
},
"validation": {
"RMSE": 0.2324900639493663,
"MAPE": 33022649898.992847,
"R2": 0.36384687412009276,
"Pearson": 0.6035888727421775,
"Spearman": 0.5446221768400846
},
"test": {
"RMSE": 0.22990646167621145,
"MAPE": 45128491992.8883,
"R2": 0.38537159838327484,
"Pearson": 0.6219447775431988,
"Spearman": 0.5871998458842809
}
}
}