| { | |
| "L1s": { | |
| "train": { | |
| "RMSE": 0.3739507360947813, | |
| "MAPE": 64033434249.924446, | |
| "R2": 0.5200780436643875, | |
| "Pearson": 0.8016829016160018, | |
| "Spearman": 0.6926153055745303 | |
| }, | |
| "validation": { | |
| "RMSE": 0.48283066200080804, | |
| "MAPE": 49370250868.695984, | |
| "R2": 0.06103482086108247, | |
| "Pearson": 0.25781037175286575, | |
| "Spearman": 0.24503013884795613 | |
| }, | |
| "test": { | |
| "RMSE": 0.47926051908861744, | |
| "MAPE": 72481277124.64287, | |
| "R2": 0.06980454424840699, | |
| "Pearson": 0.27606741671166724, | |
| "Spearman": 0.2689458562388867 | |
| } | |
| }, | |
| "L1": { | |
| "train": { | |
| "RMSE": 0.255246354040861, | |
| "MAPE": 84540678054.46205, | |
| "R2": 0.5854210046159607, | |
| "Pearson": 0.7928775289297655, | |
| "Spearman": 0.6241307888739404 | |
| }, | |
| "validation": { | |
| "RMSE": 0.3138674341603431, | |
| "MAPE": 162928070483.78537, | |
| "R2": 0.23823779022364822, | |
| "Pearson": 0.49065197565482627, | |
| "Spearman": 0.4585957331882951 | |
| }, | |
| "test": { | |
| "RMSE": 0.3201711200310242, | |
| "MAPE": 132736246423.75061, | |
| "R2": 0.20718436218841463, | |
| "Pearson": 0.4607949361276261, | |
| "Spearman": 0.46888978906418993 | |
| } | |
| }, | |
| "L2s": { | |
| "train": { | |
| "RMSE": 0.6756131852401732, | |
| "MAPE": 46080220234.46925, | |
| "R2": 0.3041548556789839, | |
| "Pearson": 0.6350251717899859, | |
| "Spearman": 0.3064475990194571 | |
| }, | |
| "validation": { | |
| "RMSE": 0.6230318814351788, | |
| "MAPE": 32970148065.573063, | |
| "R2": 0.007963262066856713, | |
| "Pearson": 0.1211664132249617, | |
| "Spearman": 0.1253184608319059 | |
| }, | |
| "test": { | |
| "RMSE": 0.6655282568117316, | |
| "MAPE": 56323652308.00271, | |
| "R2": -0.025259676806789866, | |
| "Pearson": 0.06346918975401063, | |
| "Spearman": 0.1522756113712995 | |
| } | |
| }, | |
| "L2": { | |
| "train": { | |
| "RMSE": 0.4876281755888981, | |
| "MAPE": 132736427797.1414, | |
| "R2": 0.5865208206755755, | |
| "Pearson": 0.8011087609174738, | |
| "Spearman": 0.5233094806374171 | |
| }, | |
| "validation": { | |
| "RMSE": 0.5359890882670894, | |
| "MAPE": 181142442292.80328, | |
| "R2": 0.12836503399608667, | |
| "Pearson": 0.3789171767216151, | |
| "Spearman": 0.41007649656112344 | |
| }, | |
| "test": { | |
| "RMSE": 0.5868167566173945, | |
| "MAPE": 214366372332.2235, | |
| "R2": 0.07270981014987932, | |
| "Pearson": 0.321839806684899, | |
| "Spearman": 0.44114909141337055 | |
| } | |
| }, | |
| "Lpls": { | |
| "train": { | |
| "RMSE": 0.2456689960753039, | |
| "MAPE": 58552195345.35679, | |
| "R2": 0.7503948877100752, | |
| "Pearson": 0.8978508620937227, | |
| "Spearman": 0.8888706851203144 | |
| }, | |
| "validation": { | |
| "RMSE": 0.4368002110018497, | |
| "MAPE": 78292096487.82861, | |
| "R2": 0.16223140375365308, | |
| "Pearson": 0.40404055833826813, | |
| "Spearman": 0.37377992582924763 | |
| }, | |
| "test": { | |
| "RMSE": 0.44738632690451285, | |
| "MAPE": 45294868373.80751, | |
| "R2": 0.11375500784130954, | |
| "Pearson": 0.35040709416154536, | |
| "Spearman": 0.33841876923496717 | |
| } | |
| }, | |
| "Lpl": { | |
| "train": { | |
| "RMSE": 0.20525376145292826, | |
| "MAPE": 61480531818.69464, | |
| "R2": 0.48302996429618383, | |
| "Pearson": 0.719364021440444, | |
| "Spearman": 0.6683002794503554 | |
| }, | |
| "validation": { | |
| "RMSE": 0.24319977472064033, | |
| "MAPE": 133947108945.66095, | |
| "R2": 0.24978480247435886, | |
| "Pearson": 0.4999542894788728, | |
| "Spearman": 0.47070576050410257 | |
| }, | |
| "test": { | |
| "RMSE": 0.24183474748399217, | |
| "MAPE": 103665641226.7499, | |
| "R2": 0.244698440784352, | |
| "Pearson": 0.49507891520594166, | |
| "Spearman": 0.4774707109812226 | |
| } | |
| } | |
| } |