train MAE = 0.3057 FLOW_OUTcms MAE = 0.3057 Subbasin B MAE = 1.1897 Subbasin F MAE = 0.5456 Subbasin I MAE = 0.3424 Subbasin J MAE = 0.1593 Subbasin K MAE = 0.0977 Subbasin M MAE = 0.0106 Subbasin N MAE = 0.0359 Subbasin O MAE = 0.0642 valid MAE = 0.3637 FLOW_OUTcms MAE = 0.3637 Subbasin B MAE = 1.4581 Subbasin F MAE = 0.5966 Subbasin I MAE = 0.4349 Subbasin J MAE = 0.1996 Subbasin K MAE = 0.1102 Subbasin M MAE = 0.0000 Subbasin N MAE = 0.0000 Subbasin O MAE = 0.1103 test MAE = 0.2467 FLOW_OUTcms MAE = 0.2467 Subbasin B MAE = 0.9962 Subbasin F MAE = 0.4248 Subbasin I MAE = 0.2468 Subbasin J MAE = 0.1048 Subbasin K MAE = 0.0700 Subbasin M MAE = 0.0034 Subbasin N MAE = 0.0462 Subbasin O MAE = 0.0816 train MSE = 1.7470 FLOW_OUTcms MSE = 1.7470 Subbasin B MSE = 10.1113 Subbasin F MSE = 2.3578 Subbasin I MSE = 1.0727 Subbasin J MSE = 0.2326 Subbasin K MSE = 0.0857 Subbasin M MSE = 0.0018 Subbasin N MSE = 0.0416 Subbasin O MSE = 0.0724 valid MSE = 2.7596 FLOW_OUTcms MSE = 2.7596 Subbasin B MSE = 16.1475 Subbasin F MSE = 3.3618 Subbasin I MSE = 1.8499 Subbasin J MSE = 0.4166 Subbasin K MSE = 0.0989 Subbasin M MSE = 0.0000 Subbasin N MSE = 0.0000 Subbasin O MSE = 0.2020 test MSE = 1.1884 FLOW_OUTcms MSE = 1.1884 Subbasin B MSE = 7.2602 Subbasin F MSE = 1.3837 Subbasin I MSE = 0.5242 Subbasin J MSE = 0.0882 Subbasin K MSE = 0.0372 Subbasin M MSE = 0.0003 Subbasin N MSE = 0.1085 Subbasin O MSE = 0.1045 train MAPE = 23.9970 FLOW_OUTcms MAPE = 23.9970 Subbasin B MAPE = 20.5603 Subbasin F MAPE = 27.3818 Subbasin I MAPE = 35.3622 Subbasin J MAPE = 38.9551 Subbasin K MAPE = 37.0834 Subbasin M MAPE = 17.3283 Subbasin N MAPE = 6.9067 Subbasin O MAPE = 8.3980 valid MAPE = 21.5148 FLOW_OUTcms MAPE = 21.5148 Subbasin B MAPE = 29.6574 Subbasin F MAPE = 28.0698 Subbasin I MAPE = 29.5611 Subbasin J MAPE = 30.2389 Subbasin K MAPE = 25.0356 Subbasin M MAPE = 0.0000 Subbasin N MAPE = 0.0000 Subbasin O MAPE = 29.5558 test MAPE = 24.3903 FLOW_OUTcms MAPE = 24.3903 Subbasin B MAPE = 29.1494 Subbasin F MAPE = 29.6479 Subbasin I MAPE = 33.7547 Subbasin J MAPE = 36.1290 Subbasin K MAPE = 27.4019 Subbasin M MAPE = 9.7644 Subbasin N MAPE = 4.6803 Subbasin O MAPE = 24.5944 train RMSE = 0.8802 FLOW_OUTcms RMSE = 0.8802 Subbasin B RMSE = 3.1798 Subbasin F RMSE = 1.5355 Subbasin I RMSE = 1.0357 Subbasin J RMSE = 0.4823 Subbasin K RMSE = 0.2927 Subbasin M RMSE = 0.0424 Subbasin N RMSE = 0.2040 Subbasin O RMSE = 0.2690 valid RMSE = 1.0777 FLOW_OUTcms RMSE = 1.0777 Subbasin B RMSE = 4.0184 Subbasin F RMSE = 1.8335 Subbasin I RMSE = 1.3601 Subbasin J RMSE = 0.6454 Subbasin K RMSE = 0.3145 Subbasin M RMSE = 0.0000 Subbasin N RMSE = 0.0000 Subbasin O RMSE = 0.4494 test RMSE = 0.7195 FLOW_OUTcms RMSE = 0.7195 Subbasin B RMSE = 2.6945 Subbasin F RMSE = 1.1763 Subbasin I RMSE = 0.7240 Subbasin J RMSE = 0.2970 Subbasin K RMSE = 0.1928 Subbasin M RMSE = 0.0182 Subbasin N RMSE = 0.3294 Subbasin O RMSE = 0.3233 train NRMSE = 0.0305 FLOW_OUTcms NRMSE = 0.0305 Subbasin B NRMSE = 0.0340 Subbasin F NRMSE = 0.0214 Subbasin I NRMSE = 0.0334 Subbasin J NRMSE = 0.0359 Subbasin K NRMSE = 0.0323 Subbasin M NRMSE = 0.0272 Subbasin N NRMSE = 0.0265 Subbasin O NRMSE = 0.0335 valid NRMSE = 0.0314 FLOW_OUTcms NRMSE = 0.0314 Subbasin B NRMSE = 0.0430 Subbasin F NRMSE = 0.0255 Subbasin I NRMSE = 0.0439 Subbasin J NRMSE = 0.0481 Subbasin K NRMSE = 0.0347 Subbasin M NRMSE = 0.0000 Subbasin N NRMSE = 0.0000 Subbasin O NRMSE = 0.0560 test NRMSE = 0.0258 FLOW_OUTcms NRMSE = 0.0258 Subbasin B NRMSE = 0.0288 Subbasin F NRMSE = 0.0164 Subbasin I NRMSE = 0.0233 Subbasin J NRMSE = 0.0221 Subbasin K NRMSE = 0.0213 Subbasin M NRMSE = 0.0117 Subbasin N NRMSE = 0.0428 Subbasin O NRMSE = 0.0403 train UPR = 0.2678 FLOW_OUTcms UPR = 0.2678 Subbasin B UPR = 0.3538 Subbasin F UPR = 0.4028 Subbasin I UPR = 0.2505 Subbasin J UPR = 0.2528 Subbasin K UPR = 0.3088 Subbasin M UPR = 0.1931 Subbasin N UPR = 0.1139 Subbasin O UPR = 0.2664 valid UPR = 0.1870 FLOW_OUTcms UPR = 0.1870 Subbasin B UPR = 0.2545 Subbasin F UPR = 0.2613 Subbasin I UPR = 0.2091 Subbasin J UPR = 0.2249 Subbasin K UPR = 0.2407 Subbasin M UPR = 0.0000 Subbasin N UPR = 0.0000 Subbasin O UPR = 0.3054 test UPR = 0.2617 FLOW_OUTcms UPR = 0.2617 Subbasin B UPR = 0.3495 Subbasin F UPR = 0.3478 Subbasin I UPR = 0.2060 Subbasin J UPR = 0.2489 Subbasin K UPR = 0.2549 Subbasin M UPR = 0.1335 Subbasin N UPR = 0.1418 Subbasin O UPR = 0.4115 train OPR = 0.5187 FLOW_OUTcms OPR = 0.5187 Subbasin B OPR = 0.4644 Subbasin F OPR = 0.5183 Subbasin I OPR = 0.7169 Subbasin J OPR = 0.7203 Subbasin K OPR = 0.6524 Subbasin M OPR = 0.5253 Subbasin N OPR = 0.2640 Subbasin O OPR = 0.2882 valid OPR = 0.5339 FLOW_OUTcms OPR = 0.5339 Subbasin B OPR = 0.7056 Subbasin F OPR = 0.6981 Subbasin I OPR = 0.7552 Subbasin J OPR = 0.7400 Subbasin K OPR = 0.7180 Subbasin M OPR = 0.0000 Subbasin N OPR = 0.0000 Subbasin O OPR = 0.6541 test OPR = 0.5659 FLOW_OUTcms OPR = 0.5659 Subbasin B OPR = 0.5984 Subbasin F OPR = 0.6110 Subbasin I OPR = 0.7637 Subbasin J OPR = 0.7198 Subbasin K OPR = 0.7148 Subbasin M OPR = 0.2720 Subbasin N OPR = 0.2978 Subbasin O OPR = 0.5495 train MR = 0.7865 FLOW_OUTcms MR = 0.7865 Subbasin B MR = 0.8182 Subbasin F MR = 0.9211 Subbasin I MR = 0.9674 Subbasin J MR = 0.9731 Subbasin K MR = 0.9613 Subbasin M MR = 0.7184 Subbasin N MR = 0.3779 Subbasin O MR = 0.5546 valid MR = 0.7209 FLOW_OUTcms MR = 0.7209 Subbasin B MR = 0.9601 Subbasin F MR = 0.9594 Subbasin I MR = 0.9642 Subbasin J MR = 0.9649 Subbasin K MR = 0.9587 Subbasin M MR = 0.0000 Subbasin N MR = 0.0000 Subbasin O MR = 0.9594 test MR = 0.8276 FLOW_OUTcms MR = 0.8276 Subbasin B MR = 0.9478 Subbasin F MR = 0.9588 Subbasin I MR = 0.9698 Subbasin J MR = 0.9687 Subbasin K MR = 0.9698 Subbasin M MR = 0.4055 Subbasin N MR = 0.4396 Subbasin O MR = 0.9610 train RRSE = 0.6650 FLOW_OUTcms RRSE = 0.6650 Subbasin B RRSE = 0.4558 Subbasin F RRSE = 0.5376 Subbasin I RRSE = 0.6427 Subbasin J RRSE = 0.6559 Subbasin K RRSE = 0.6504 Subbasin M RRSE = 0.8100 Subbasin N RRSE = 0.7899 Subbasin O RRSE = 0.7776 valid RRSE = 0.6868 FLOW_OUTcms RRSE = 0.6868 Subbasin B RRSE = 0.4542 Subbasin F RRSE = 0.5665 Subbasin I RRSE = 0.7457 Subbasin J RRSE = 0.7104 Subbasin K RRSE = 0.6812 Subbasin M RRSE = 0.6810 Subbasin N RRSE = 0.8002 Subbasin O RRSE = 0.8553 test RRSE = 0.7065 FLOW_OUTcms RRSE = 0.7065 Subbasin B RRSE = 0.4712 Subbasin F RRSE = 0.5486 Subbasin I RRSE = 0.7378 Subbasin J RRSE = 0.6634 Subbasin K RRSE = 0.6872 Subbasin M RRSE = 0.7628 Subbasin N RRSE = 0.9169 Subbasin O RRSE = 0.8642 train CORR = 0.7340 FLOW_OUTcms CORR = 0.7340 Subbasin B CORR = 0.9012 Subbasin F CORR = 0.8522 Subbasin I CORR = 0.7662 Subbasin J CORR = 0.7564 Subbasin K CORR = 0.7597 Subbasin M CORR = 0.5931 Subbasin N CORR = 0.6140 Subbasin O CORR = 0.6292 valid CORR = 0.7279 FLOW_OUTcms CORR = 0.7279 Subbasin B CORR = 0.8961 Subbasin F CORR = 0.8307 Subbasin I CORR = 0.6873 Subbasin J CORR = 0.7067 Subbasin K CORR = 0.7326 Subbasin M CORR = 0.7863 Subbasin N CORR = 0.6653 Subbasin O CORR = 0.5183 test CORR = 0.6879 FLOW_OUTcms CORR = 0.6879 Subbasin B CORR = 0.8945 Subbasin F CORR = 0.8373 Subbasin I CORR = 0.6978 Subbasin J CORR = 0.7522 Subbasin K CORR = 0.7371 Subbasin M CORR = 0.6745 Subbasin N CORR = 0.4023 Subbasin O CORR = 0.5073