{ "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 } } }