{ "L1s": { "train": { "RMSE": 11.546175613868213, "MAPE": 1.2678910120934703, "R2": 0.018847775397813016, "Pearson": 0.39012178623606975, "Spearman": 0.3161527571198214 }, "validation": { "RMSE": 11.481381574520597, "MAPE": 1.1776613659066995, "R2": 5.7145099958355594e-05, "Pearson": 0.013394832437555477, "Spearman": 0.030184095217655606 }, "test": { "RMSE": 11.52273759902967, "MAPE": 1.1227223291193635, "R2": 0.0014546996062591022, "Pearson": 0.07905914088670792, "Spearman": 0.05846736296767416 } }, "L1": { "train": { "RMSE": 5.464324827216563, "MAPE": 10.13122887608021, "R2": 0.45140676312805883, "Pearson": 0.7395084107704109, "Spearman": 0.6875159248684424 }, "validation": { "RMSE": 7.115584957551619, "MAPE": 8.012460406535798, "R2": 0.06444571331445215, "Pearson": 0.26279250121111075, "Spearman": 0.3032575274749397 }, "test": { "RMSE": 7.0281039517877755, "MAPE": 6.816704541801674, "R2": 0.06498660083488916, "Pearson": 0.2685713679598037, "Spearman": 0.31558741952424696 } }, "L2s": { "train": { "RMSE": 248.31870604442128, "MAPE": 1850096.841022746, "R2": 0.03738832265639647, "Pearson": 0.5079974621275835, "Spearman": 0.2310118490168356 }, "validation": { "RMSE": 249.71646112564548, "MAPE": 35637.439961261596, "R2": 0.00031855060444085925, "Pearson": 0.026593388459691628, "Spearman": -0.007057955229176509 }, "test": { "RMSE": 248.33298103456056, "MAPE": 25124.92849154405, "R2": -0.0036449122100459252, "Pearson": -0.016184538988912953, "Spearman": 0.012106266104242315 } }, "L2": { "train": { "RMSE": 208.51009878011567, "MAPE": 13364298.58925813, "R2": 0.05285477617684187, "Pearson": 0.6153037937857351, "Spearman": 0.43218530995780546 }, "validation": { "RMSE": 212.18270898760977, "MAPE": 294436.5913838487, "R2": 0.0029728040146942414, "Pearson": 0.061096274723985926, "Spearman": 0.3017940004212468 }, "test": { "RMSE": 208.7225868267986, "MAPE": 174956.51326794908, "R2": 0.005620317971665734, "Pearson": 0.08286473910867842, "Spearman": 0.2642135757050479 } }, "Lpls": { "train": { "RMSE": 0.5062113283970558, "MAPE": 1.2012365905367977, "R2": 0.021457392657877827, "Pearson": 0.4232967848929842, "Spearman": 0.38258398432608415 }, "validation": { "RMSE": 0.5044147595550392, "MAPE": 1.138641420441812, "R2": 0.0011032764487332036, "Pearson": 0.03615796671930175, "Spearman": 0.06521772336534505 }, "test": { "RMSE": 0.5089230599711828, "MAPE": 1.1017566641471097, "R2": 0.00199325824669494, "Pearson": 0.08479446261625026, "Spearman": 0.08200217399805351 } }, "Lpl": { "train": { "RMSE": 0.20727514725800675, "MAPE": 8.304654441939796, "R2": 0.4181238227401243, "Pearson": 0.709508826920974, "Spearman": 0.7176377212514974 }, "validation": { "RMSE": 0.25721033078374195, "MAPE": 6.3845881547511665, "R2": 0.11073111326886043, "Pearson": 0.33464353038143374, "Spearman": 0.3173891187568617 }, "test": { "RMSE": 0.25430749880621806, "MAPE": 5.230441578979157, "R2": 0.11878458100924671, "Pearson": 0.34484933250680977, "Spearman": 0.34299870980405733 } } }