| { | |
| "L1s": { | |
| "train": { | |
| "RMSE": 2.0935023727791857, | |
| "MAPE": 166438453271.0572, | |
| "R2": 0.11158685923416167, | |
| "Pearson": 0.6158135307261174, | |
| "Spearman": 0.5788932809364057 | |
| }, | |
| "validation": { | |
| "RMSE": 2.2512418812373576, | |
| "MAPE": 283869471508.3639, | |
| "R2": 0.004466261028571061, | |
| "Pearson": 0.1368178445645586, | |
| "Spearman": 0.15792130051791844 | |
| }, | |
| "test": { | |
| "RMSE": 2.263817152069494, | |
| "MAPE": 153009063454.0765, | |
| "R2": 0.01653331676724823, | |
| "Pearson": 0.14349039493331098, | |
| "Spearman": 0.12634328681963605 | |
| } | |
| }, | |
| "L1": { | |
| "train": { | |
| "RMSE": 1.1292430415336119, | |
| "MAPE": 2051285956564.513, | |
| "R2": 0.4639736642595673, | |
| "Pearson": 0.83547799228978, | |
| "Spearman": 0.6654701454660048 | |
| }, | |
| "validation": { | |
| "RMSE": 1.440392265819184, | |
| "MAPE": 2957708023046.919, | |
| "R2": 0.15167597708796576, | |
| "Pearson": 0.39547994903364103, | |
| "Spearman": 0.2750141587023082 | |
| }, | |
| "test": { | |
| "RMSE": 1.5236750772075849, | |
| "MAPE": 1923477733846.6677, | |
| "R2": 0.0677536387712282, | |
| "Pearson": 0.26277276278228867, | |
| "Spearman": 0.32684629214048194 | |
| } | |
| }, | |
| "L2s": { | |
| "train": { | |
| "RMSE": 10.294708575419621, | |
| "MAPE": 1661421470120.9082, | |
| "R2": 0.23390979634061526, | |
| "Pearson": 0.7742496077219196, | |
| "Spearman": 0.4331005508949738 | |
| }, | |
| "validation": { | |
| "RMSE": 12.23174807287727, | |
| "MAPE": 1365532803327.7688, | |
| "R2": 0.030083578208156436, | |
| "Pearson": 0.22546474307583905, | |
| "Spearman": 0.1612823990280642 | |
| }, | |
| "test": { | |
| "RMSE": 11.429551958867165, | |
| "MAPE": 1712646993977.2002, | |
| "R2": 0.014953094207992068, | |
| "Pearson": 0.12681621009155855, | |
| "Spearman": 0.039821671665158646 | |
| } | |
| }, | |
| "L2": { | |
| "train": { | |
| "RMSE": 6.835865961688753, | |
| "MAPE": 5402096208562.108, | |
| "R2": 0.597473031389564, | |
| "Pearson": 0.8936859978752215, | |
| "Spearman": 0.5768850543834181 | |
| }, | |
| "validation": { | |
| "RMSE": 10.746042742273191, | |
| "MAPE": 9698662997228.479, | |
| "R2": 0.0992712522445337, | |
| "Pearson": 0.31860741760215017, | |
| "Spearman": 0.29415577280933397 | |
| }, | |
| "test": { | |
| "RMSE": 10.308094457504874, | |
| "MAPE": 4813369657308.078, | |
| "R2": 0.023895346752281665, | |
| "Pearson": 0.20760949916635318, | |
| "Spearman": 0.35095723401202994 | |
| } | |
| }, | |
| "Lpls": { | |
| "train": { | |
| "RMSE": 0.4949139885794366, | |
| "MAPE": 40294987191.24139, | |
| "R2": 0.02065403643381991, | |
| "Pearson": 0.46055139959952246, | |
| "Spearman": 0.390851056749001 | |
| }, | |
| "validation": { | |
| "RMSE": 0.4982910882748077, | |
| "MAPE": 44031114935.136894, | |
| "R2": -0.017699252362459506, | |
| "Pearson": -0.08906291258464431, | |
| "Spearman": -0.1230321604342047 | |
| }, | |
| "test": { | |
| "RMSE": 0.508996916353969, | |
| "MAPE": 36345412545.637085, | |
| "R2": 0.00250850962538407, | |
| "Pearson": 0.07289499838790674, | |
| "Spearman": 0.09835065604346571 | |
| } | |
| }, | |
| "Lpl": { | |
| "train": { | |
| "RMSE": 0.21938048119670445, | |
| "MAPE": 557715155401.5345, | |
| "R2": 0.3750460316299302, | |
| "Pearson": 0.7774319608769594, | |
| "Spearman": 0.733977406880339 | |
| }, | |
| "validation": { | |
| "RMSE": 0.25075618095991975, | |
| "MAPE": 712904530023.2345, | |
| "R2": 0.08516267902584329, | |
| "Pearson": 0.2958661148553663, | |
| "Spearman": 0.24310324831733923 | |
| }, | |
| "test": { | |
| "RMSE": 0.26860093357902654, | |
| "MAPE": 528333070735.6516, | |
| "R2": 0.09307541029081912, | |
| "Pearson": 0.31046689154329266, | |
| "Spearman": 0.28800103851210784 | |
| } | |
| } | |
| } |