| { | |
| "L1s": { | |
| "train": { | |
| "RMSE": 3.000326286843323, | |
| "MAPE": 2.1209011463768306, | |
| "R2": 0.9164874252791397, | |
| "Pearson": 0.9682591560790345, | |
| "Spearman": 0.910452780062347 | |
| }, | |
| "validation": { | |
| "RMSE": 13.119852024915275, | |
| "MAPE": 2.450291480169129, | |
| "R2": 0.1259621707654508, | |
| "Pearson": 0.4278816348664773, | |
| "Spearman": 0.4080479418568518 | |
| }, | |
| "test": { | |
| "RMSE": 4.2417646368727535, | |
| "MAPE": 3.3892097050561567, | |
| "R2": 0.7980503114808901, | |
| "Pearson": 0.9021641160515514, | |
| "Spearman": 0.7060642019814305 | |
| } | |
| }, | |
| "L1": { | |
| "train": { | |
| "RMSE": 2.9777137749590805, | |
| "MAPE": 4.578527910603354, | |
| "R2": 0.8703609122622282, | |
| "Pearson": 0.95518932682032, | |
| "Spearman": 0.8593872701241343 | |
| }, | |
| "validation": { | |
| "RMSE": 8.497357882704609, | |
| "MAPE": 5.18980990046319, | |
| "R2": 0.4395552057795562, | |
| "Pearson": 0.6684475861379057, | |
| "Spearman": 0.6513200600256992 | |
| }, | |
| "test": { | |
| "RMSE": 3.4755288812115057, | |
| "MAPE": 30.21602004409366, | |
| "R2": 0.8202295198287947, | |
| "Pearson": 0.9212900216771156, | |
| "Spearman": 0.7514394714842639 | |
| } | |
| }, | |
| "L2s": { | |
| "train": { | |
| "RMSE": 110.94090705785624, | |
| "MAPE": 7968.998124792408, | |
| "R2": 0.9119921724947622, | |
| "Pearson": 0.9818499071341291, | |
| "Spearman": 0.7987421897054485 | |
| }, | |
| "validation": { | |
| "RMSE": 615.7729430069196, | |
| "MAPE": 441.5681555187754, | |
| "R2": 0.052489725645085916, | |
| "Pearson": 0.26921685626521286, | |
| "Spearman": 0.35363047258762287 | |
| }, | |
| "test": { | |
| "RMSE": 118.11164637671745, | |
| "MAPE": 380332.9053872202, | |
| "R2": 0.8360093449609884, | |
| "Pearson": 0.9398181635340996, | |
| "Spearman": 0.6329351424371743 | |
| } | |
| }, | |
| "L2": { | |
| "train": { | |
| "RMSE": 238.87371810859418, | |
| "MAPE": 26261.801708826497, | |
| "R2": 0.5550596322469952, | |
| "Pearson": 0.9545742701877913, | |
| "Spearman": 0.7396771800719246 | |
| }, | |
| "validation": { | |
| "RMSE": 596.6564830778248, | |
| "MAPE": 33929.95864808887, | |
| "R2": 0.031139357156992897, | |
| "Pearson": 0.22798909597823608, | |
| "Spearman": 0.5952352887271213 | |
| }, | |
| "test": { | |
| "RMSE": 195.5994988961701, | |
| "MAPE": 5457723.126923471, | |
| "R2": 0.5229399229036324, | |
| "Pearson": 0.9162947408474248, | |
| "Spearman": 0.6592122677822544 | |
| } | |
| }, | |
| "Lpls": { | |
| "train": { | |
| "RMSE": 0.28352584302846534, | |
| "MAPE": 1.5516065413324025, | |
| "R2": 0.6518693645635432, | |
| "Pearson": 0.9051996119780908, | |
| "Spearman": 0.882083906052423 | |
| }, | |
| "validation": { | |
| "RMSE": 0.5068139522753331, | |
| "MAPE": 1.8275275084189941, | |
| "R2": 0.1268453707415902, | |
| "Pearson": 0.38191525079407396, | |
| "Spearman": 0.4225086396389138 | |
| }, | |
| "test": { | |
| "RMSE": 0.2807461324591362, | |
| "MAPE": 3.797290989597678, | |
| "R2": 0.5377493734721067, | |
| "Pearson": 0.7961752768508006, | |
| "Spearman": 0.6977561872405723 | |
| } | |
| }, | |
| "Lpl": { | |
| "train": { | |
| "RMSE": 0.13406846300092115, | |
| "MAPE": 3.4907864323238162, | |
| "R2": 0.8054023039821644, | |
| "Pearson": 0.9207406115662458, | |
| "Spearman": 0.88674439958124 | |
| }, | |
| "validation": { | |
| "RMSE": 0.24118457353481607, | |
| "MAPE": 3.435883851876583, | |
| "R2": 0.5129897071336529, | |
| "Pearson": 0.716364919370619, | |
| "Spearman": 0.6956550816424133 | |
| }, | |
| "test": { | |
| "RMSE": 0.16785373779944587, | |
| "MAPE": 22.360636219641922, | |
| "R2": 0.6880738624738115, | |
| "Pearson": 0.8375368548139419, | |
| "Spearman": 0.773184281936918 | |
| } | |
| } | |
| } |