{ "L1s": { "train": { "RMSE": 3.9733670612446246, "MAPE": 2.0233022471243993, "R2": 0.8535355335935464, "Pearson": 0.9575096274106871, "Spearman": 0.8865248739023796 }, "validation": { "RMSE": 13.148071506113553, "MAPE": 2.3062780431029237, "R2": 0.12219819234646967, "Pearson": 0.39993910807708727, "Spearman": 0.38832599302016724 }, "test": { "RMSE": 4.673852011250297, "MAPE": 5.197608203173889, "R2": 0.7548115728325521, "Pearson": 0.894112379548004, "Spearman": 0.7021304684478903 } }, "L1": { "train": { "RMSE": 2.792360909021899, "MAPE": 4.308550859921902, "R2": 0.8859978175694634, "Pearson": 0.9573166147740977, "Spearman": 0.8632168443375854 }, "validation": { "RMSE": 8.513725843666268, "MAPE": 4.779873375998349, "R2": 0.4373940225809504, "Pearson": 0.6639558229715735, "Spearman": 0.653831644093008 }, "test": { "RMSE": 3.3150698765260307, "MAPE": 27.97732912823311, "R2": 0.8364457066286581, "Pearson": 0.9245421375861647, "Spearman": 0.7490501148714959 } }, "L2s": { "train": { "RMSE": 126.6818383689826, "MAPE": 7369.390539128082, "R2": 0.8852463283947951, "Pearson": 0.978983635050803, "Spearman": 0.7852745662970763 }, "validation": { "RMSE": 616.8876753993375, "MAPE": 1474.1563156802633, "R2": 0.049056068990642965, "Pearson": 0.2650274280099429, "Spearman": 0.33287536585911653 }, "test": { "RMSE": 125.43637442166893, "MAPE": 427758.8200672031, "R2": 0.8150387977404885, "Pearson": 0.9353736662206305, "Spearman": 0.6301024597522078 } }, "L2": { "train": { "RMSE": 240.441332906915, "MAPE": 26317.17130739751, "R2": 0.5492006053518863, "Pearson": 0.9575054368979788, "Spearman": 0.7377280972261702 }, "validation": { "RMSE": 594.592225200172, "MAPE": 34290.768995563136, "R2": 0.037831712304466136, "Pearson": 0.25887080073202545, "Spearman": 0.5939549791110804 }, "test": { "RMSE": 194.7179159729477, "MAPE": 5472450.009151787, "R2": 0.5272305295000586, "Pearson": 0.9278206557203563, "Spearman": 0.6582291112056335 } }, "Lpls": { "train": { "RMSE": 0.20317875104404873, "MAPE": 1.6084474971113822, "R2": 0.8212222304624894, "Pearson": 0.9308393234596496, "Spearman": 0.9101865040580092 }, "validation": { "RMSE": 0.5048252872497133, "MAPE": 1.9440677124139067, "R2": 0.13368419335023551, "Pearson": 0.4374776120385706, "Spearman": 0.43593488363701854 }, "test": { "RMSE": 0.24125224654192565, "MAPE": 4.465989483275652, "R2": 0.6586556831677852, "Pearson": 0.820911389540006, "Spearman": 0.7195872573159927 } }, "Lpl": { "train": { "RMSE": 0.1338039068529415, "MAPE": 3.4938206252777517, "R2": 0.8061695421708011, "Pearson": 0.9214352154625709, "Spearman": 0.8874494464298485 }, "validation": { "RMSE": 0.24176359218174634, "MAPE": 3.3998011994560433, "R2": 0.5106485414030018, "Pearson": 0.714728691956257, "Spearman": 0.6974338721585738 }, "test": { "RMSE": 0.16945526604201713, "MAPE": 23.059635009498983, "R2": 0.6820931590053245, "Pearson": 0.8337810136734667, "Spearman": 0.766617737590456 } } }