train MAE = 0.3445 FLOW_OUTcms MAE = 0.3445 Subbasin B MAE = 1.6623 Subbasin F MAE = 0.4583 Subbasin I MAE = 0.3197 Subbasin J MAE = 0.1260 Subbasin K MAE = 0.0952 Subbasin M MAE = 0.0094 Subbasin N MAE = 0.0318 Subbasin O MAE = 0.0535 valid MAE = 0.4123 FLOW_OUTcms MAE = 0.4123 Subbasin B MAE = 2.0542 Subbasin F MAE = 0.4981 Subbasin I MAE = 0.3683 Subbasin J MAE = 0.1527 Subbasin K MAE = 0.1358 Subbasin M MAE = 0.0000 Subbasin N MAE = 0.0000 Subbasin O MAE = 0.0890 test MAE = 0.3313 FLOW_OUTcms MAE = 0.3313 Subbasin B MAE = 1.6808 Subbasin F MAE = 0.3908 Subbasin I MAE = 0.2718 Subbasin J MAE = 0.0963 Subbasin K MAE = 0.1000 Subbasin M MAE = 0.0034 Subbasin N MAE = 0.0396 Subbasin O MAE = 0.0678 train MSE = 1.8363 FLOW_OUTcms MSE = 1.8363 Subbasin B MSE = 12.2553 Subbasin F MSE = 1.4696 Subbasin I MSE = 0.6822 Subbasin J MSE = 0.1321 Subbasin K MSE = 0.0580 Subbasin M MSE = 0.0015 Subbasin N MSE = 0.0327 Subbasin O MSE = 0.0591 valid MSE = 2.9060 FLOW_OUTcms MSE = 2.9060 Subbasin B MSE = 20.2179 Subbasin F MSE = 1.6736 Subbasin I MSE = 0.9181 Subbasin J MSE = 0.2076 Subbasin K MSE = 0.0809 Subbasin M MSE = 0.0000 Subbasin N MSE = 0.0000 Subbasin O MSE = 0.1495 test MSE = 1.8834 FLOW_OUTcms MSE = 1.8834 Subbasin B MSE = 13.3091 Subbasin F MSE = 0.9410 Subbasin I MSE = 0.5057 Subbasin J MSE = 0.0737 Subbasin K MSE = 0.0443 Subbasin M MSE = 0.0004 Subbasin N MSE = 0.1012 Subbasin O MSE = 0.0915 train MAPE = 24.5553 FLOW_OUTcms MAPE = 24.5553 Subbasin B MAPE = 24.5047 Subbasin F MAPE = 27.6758 Subbasin I MAPE = 35.8484 Subbasin J MAPE = 38.6038 Subbasin K MAPE = 37.5050 Subbasin M MAPE = 17.3817 Subbasin N MAPE = 7.0335 Subbasin O MAPE = 7.8894 valid MAPE = 22.3230 FLOW_OUTcms MAPE = 22.3230 Subbasin B MAPE = 33.3422 Subbasin F MAPE = 29.1238 Subbasin I MAPE = 29.8422 Subbasin J MAPE = 29.6252 Subbasin K MAPE = 27.2707 Subbasin M MAPE = 0.0000 Subbasin N MAPE = 0.0000 Subbasin O MAPE = 29.3799 test MAPE = 25.1001 FLOW_OUTcms MAPE = 25.1001 Subbasin B MAPE = 32.2467 Subbasin F MAPE = 29.9852 Subbasin I MAPE = 34.6813 Subbasin J MAPE = 36.2425 Subbasin K MAPE = 28.9093 Subbasin M MAPE = 9.7232 Subbasin N MAPE = 4.6903 Subbasin O MAPE = 24.3226 train RMSE = 0.8258 FLOW_OUTcms RMSE = 0.8258 Subbasin B RMSE = 3.5008 Subbasin F RMSE = 1.2123 Subbasin I RMSE = 0.8259 Subbasin J RMSE = 0.3635 Subbasin K RMSE = 0.2409 Subbasin M RMSE = 0.0386 Subbasin N RMSE = 0.1809 Subbasin O RMSE = 0.2432 valid RMSE = 0.9844 FLOW_OUTcms RMSE = 0.9844 Subbasin B RMSE = 4.4964 Subbasin F RMSE = 1.2937 Subbasin I RMSE = 0.9582 Subbasin J RMSE = 0.4556 Subbasin K RMSE = 0.2844 Subbasin M RMSE = 0.0000 Subbasin N RMSE = 0.0000 Subbasin O RMSE = 0.3867 test RMSE = 0.8063 FLOW_OUTcms RMSE = 0.8063 Subbasin B RMSE = 3.6482 Subbasin F RMSE = 0.9701 Subbasin I RMSE = 0.7111 Subbasin J RMSE = 0.2714 Subbasin K RMSE = 0.2105 Subbasin M RMSE = 0.0188 Subbasin N RMSE = 0.3182 Subbasin O RMSE = 0.3024 train NRMSE = 0.0266 FLOW_OUTcms NRMSE = 0.0266 Subbasin B NRMSE = 0.0374 Subbasin F NRMSE = 0.0169 Subbasin I NRMSE = 0.0266 Subbasin J NRMSE = 0.0271 Subbasin K NRMSE = 0.0266 Subbasin M NRMSE = 0.0247 Subbasin N NRMSE = 0.0235 Subbasin O NRMSE = 0.0303 valid NRMSE = 0.0263 FLOW_OUTcms NRMSE = 0.0263 Subbasin B NRMSE = 0.0481 Subbasin F NRMSE = 0.0180 Subbasin I NRMSE = 0.0309 Subbasin J NRMSE = 0.0339 Subbasin K NRMSE = 0.0314 Subbasin M NRMSE = 0.0000 Subbasin N NRMSE = 0.0000 Subbasin O NRMSE = 0.0482 test NRMSE = 0.0262 FLOW_OUTcms NRMSE = 0.0262 Subbasin B NRMSE = 0.0390 Subbasin F NRMSE = 0.0135 Subbasin I NRMSE = 0.0229 Subbasin J NRMSE = 0.0202 Subbasin K NRMSE = 0.0232 Subbasin M NRMSE = 0.0120 Subbasin N NRMSE = 0.0413 Subbasin O NRMSE = 0.0377 train UPR = 0.3279 FLOW_OUTcms UPR = 0.3279 Subbasin B UPR = 0.4283 Subbasin F UPR = 0.1407 Subbasin I UPR = 0.6100 Subbasin J UPR = 0.4418 Subbasin K UPR = 0.4660 Subbasin M UPR = 0.2762 Subbasin N UPR = 0.0749 Subbasin O UPR = 0.1850 valid UPR = 0.2865 FLOW_OUTcms UPR = 0.2865 Subbasin B UPR = 0.4477 Subbasin F UPR = 0.1265 Subbasin I UPR = 0.6107 Subbasin J UPR = 0.4381 Subbasin K UPR = 0.3343 Subbasin M UPR = 0.0000 Subbasin N UPR = 0.0000 Subbasin O UPR = 0.3349 test UPR = 0.3466 FLOW_OUTcms UPR = 0.3466 Subbasin B UPR = 0.4758 Subbasin F UPR = 0.1462 Subbasin I UPR = 0.6929 Subbasin J UPR = 0.4687 Subbasin K UPR = 0.4143 Subbasin M UPR = 0.1566 Subbasin N UPR = 0.1060 Subbasin O UPR = 0.3126 train OPR = 0.4544 FLOW_OUTcms OPR = 0.4544 Subbasin B OPR = 0.3999 Subbasin F OPR = 0.7746 Subbasin I OPR = 0.3432 Subbasin J OPR = 0.5246 Subbasin K OPR = 0.4958 Subbasin M OPR = 0.4375 Subbasin N OPR = 0.3008 Subbasin O OPR = 0.3591 valid OPR = 0.4341 FLOW_OUTcms OPR = 0.4341 Subbasin B OPR = 0.5248 Subbasin F OPR = 0.8219 Subbasin I OPR = 0.3542 Subbasin J OPR = 0.5193 Subbasin K OPR = 0.6403 Subbasin M OPR = 0.0000 Subbasin N OPR = 0.0000 Subbasin O OPR = 0.6121 test OPR = 0.4797 FLOW_OUTcms OPR = 0.4797 Subbasin B OPR = 0.4956 Subbasin F OPR = 0.8099 Subbasin I OPR = 0.2720 Subbasin J OPR = 0.5066 Subbasin K OPR = 0.5527 Subbasin M OPR = 0.2456 Subbasin N OPR = 0.3159 Subbasin O OPR = 0.6396 train MR = 0.7823 FLOW_OUTcms MR = 0.7823 Subbasin B MR = 0.8282 Subbasin F MR = 0.9153 Subbasin I MR = 0.9532 Subbasin J MR = 0.9663 Subbasin K MR = 0.9618 Subbasin M MR = 0.7137 Subbasin N MR = 0.3756 Subbasin O MR = 0.5441 valid MR = 0.7206 FLOW_OUTcms MR = 0.7206 Subbasin B MR = 0.9725 Subbasin F MR = 0.9484 Subbasin I MR = 0.9649 Subbasin J MR = 0.9574 Subbasin K MR = 0.9746 Subbasin M MR = 0.0000 Subbasin N MR = 0.0000 Subbasin O MR = 0.9470 test MR = 0.8264 FLOW_OUTcms MR = 0.8264 Subbasin B MR = 0.9714 Subbasin F MR = 0.9560 Subbasin I MR = 0.9648 Subbasin J MR = 0.9753 Subbasin K MR = 0.9670 Subbasin M MR = 0.4022 Subbasin N MR = 0.4220 Subbasin O MR = 0.9522 train RRSE = 0.5932 FLOW_OUTcms RRSE = 0.5932 Subbasin B RRSE = 0.5582 Subbasin F RRSE = 0.4263 Subbasin I RRSE = 0.5125 Subbasin J RRSE = 0.4943 Subbasin K RRSE = 0.5352 Subbasin M RRSE = 0.7504 Subbasin N RRSE = 0.7439 Subbasin O RRSE = 0.7245 valid RRSE = 0.6259 FLOW_OUTcms RRSE = 0.6259 Subbasin B RRSE = 0.5082 Subbasin F RRSE = 0.3997 Subbasin I RRSE = 0.5254 Subbasin J RRSE = 0.5015 Subbasin K RRSE = 0.6159 Subbasin M RRSE = 0.8518 Subbasin N RRSE = 0.8690 Subbasin O RRSE = 0.7359 test RRSE = 0.7187 FLOW_OUTcms RRSE = 0.7187 Subbasin B RRSE = 0.6380 Subbasin F RRSE = 0.4524 Subbasin I RRSE = 0.7246 Subbasin J RRSE = 0.6061 Subbasin K RRSE = 0.7503 Subbasin M RRSE = 0.8678 Subbasin N RRSE = 0.9022 Subbasin O RRSE = 0.8084 train CORR = 0.7955 FLOW_OUTcms CORR = 0.7955 Subbasin B CORR = 0.8412 Subbasin F CORR = 0.9081 Subbasin I CORR = 0.8650 Subbasin J CORR = 0.8694 Subbasin K CORR = 0.8479 Subbasin M CORR = 0.6715 Subbasin N CORR = 0.6706 Subbasin O CORR = 0.6904 valid CORR = 0.7947 FLOW_OUTcms CORR = 0.7947 Subbasin B CORR = 0.8616 Subbasin F CORR = 0.9250 Subbasin I CORR = 0.8548 Subbasin J CORR = 0.8700 Subbasin K CORR = 0.7879 Subbasin M CORR = 0.7420 Subbasin N CORR = 0.6353 Subbasin O CORR = 0.6809 test CORR = 0.7148 FLOW_OUTcms CORR = 0.7148 Subbasin B CORR = 0.8153 Subbasin F CORR = 0.8936 Subbasin I CORR = 0.7803 Subbasin J CORR = 0.8157 Subbasin K CORR = 0.7240 Subbasin M CORR = 0.6583 Subbasin N CORR = 0.4399 Subbasin O CORR = 0.5913