| { | |
| "L1s": { | |
| "train": { | |
| "RMSE": 1.7152726849746682, | |
| "MAPE": 439067171043.57184, | |
| "R2": 0.40360443917577316, | |
| "Pearson": 0.7974132973173089, | |
| "Spearman": 0.7652024287829889 | |
| }, | |
| "validation": { | |
| "RMSE": 2.256633765038448, | |
| "MAPE": 843620546973.1927, | |
| "R2": -0.00030819738811094233, | |
| "Pearson": 0.13434169012315836, | |
| "Spearman": 0.10606639773858242 | |
| }, | |
| "test": { | |
| "RMSE": 2.279933237411888, | |
| "MAPE": 335728678446.9141, | |
| "R2": 0.0024809012255533336, | |
| "Pearson": 0.12653663783806351, | |
| "Spearman": 0.06652839533052757 | |
| } | |
| }, | |
| "L1": { | |
| "train": { | |
| "RMSE": 1.0066792418436947, | |
| "MAPE": 1971099787082.3777, | |
| "R2": 0.5740157832217109, | |
| "Pearson": 0.8563064695718927, | |
| "Spearman": 0.6974146824679347 | |
| }, | |
| "validation": { | |
| "RMSE": 1.4303044429339586, | |
| "MAPE": 3053732628044.458, | |
| "R2": 0.16351688392161656, | |
| "Pearson": 0.4046552200699503, | |
| "Spearman": 0.3127704926206764 | |
| }, | |
| "test": { | |
| "RMSE": 1.545911954434453, | |
| "MAPE": 1919828493829.7444, | |
| "R2": 0.04034422677599736, | |
| "Pearson": 0.24293088696579476, | |
| "Spearman": 0.30713902926447345 | |
| } | |
| }, | |
| "L2s": { | |
| "train": { | |
| "RMSE": 9.020676356641816, | |
| "MAPE": 1452157364476.9932, | |
| "R2": 0.41179325836827463, | |
| "Pearson": 0.8386885337953223, | |
| "Spearman": 0.5252022014980671 | |
| }, | |
| "validation": { | |
| "RMSE": 12.172652515019834, | |
| "MAPE": 1113141725023.5732, | |
| "R2": 0.039432902821164295, | |
| "Pearson": 0.22313189037982284, | |
| "Spearman": 0.16754231904996647 | |
| }, | |
| "test": { | |
| "RMSE": 11.605350262256682, | |
| "MAPE": 1685819823396.569, | |
| "R2": -0.015582020169749633, | |
| "Pearson": 0.07871237514803939, | |
| "Spearman": 0.02582280851283013 | |
| } | |
| }, | |
| "L2": { | |
| "train": { | |
| "RMSE": 5.6331859856349, | |
| "MAPE": 4847129130296.019, | |
| "R2": 0.7266518832720583, | |
| "Pearson": 0.9116716439345639, | |
| "Spearman": 0.6079064961357747 | |
| }, | |
| "validation": { | |
| "RMSE": 10.522202099403207, | |
| "MAPE": 9258180647860.447, | |
| "R2": 0.13640488965270048, | |
| "Pearson": 0.3702982998781596, | |
| "Spearman": 0.3323165075416682 | |
| }, | |
| "test": { | |
| "RMSE": 10.650405964388561, | |
| "MAPE": 4594907364909.728, | |
| "R2": -0.04201009996385685, | |
| "Pearson": 0.19488361372355067, | |
| "Spearman": 0.3462268992475999 | |
| } | |
| }, | |
| "Lpls": { | |
| "train": { | |
| "RMSE": 0.49557943455534914, | |
| "MAPE": 40924777697.413475, | |
| "R2": 0.01801866958402787, | |
| "Pearson": 0.4307054059870571, | |
| "Spearman": 0.3697263702125983 | |
| }, | |
| "validation": { | |
| "RMSE": 0.49765435134639996, | |
| "MAPE": 48076325672.12194, | |
| "R2": -0.015099997885012817, | |
| "Pearson": -0.022628169996076926, | |
| "Spearman": -0.004693190377090306 | |
| }, | |
| "test": { | |
| "RMSE": 0.5088775899921085, | |
| "MAPE": 37529852940.931656, | |
| "R2": 0.0029761473445805153, | |
| "Pearson": 0.09059484016541713, | |
| "Spearman": 0.09793744834105657 | |
| } | |
| }, | |
| "Lpl": { | |
| "train": { | |
| "RMSE": 0.21615983313091944, | |
| "MAPE": 558533174265.2379, | |
| "R2": 0.3932608015997635, | |
| "Pearson": 0.7740498394354267, | |
| "Spearman": 0.7285745467860728 | |
| }, | |
| "validation": { | |
| "RMSE": 0.24812315594228032, | |
| "MAPE": 729313755751.7334, | |
| "R2": 0.1042740165015077, | |
| "Pearson": 0.32705299117020054, | |
| "Spearman": 0.28489667432453497 | |
| }, | |
| "test": { | |
| "RMSE": 0.2697770950422264, | |
| "MAPE": 526443794626.3996, | |
| "R2": 0.08511545890892036, | |
| "Pearson": 0.2924913354169648, | |
| "Spearman": 0.2686837556447377 | |
| } | |
| } | |
| } |