Cond_Disc_Method_Case | R_square |
| F_ratio | SD | Erav% | Era,av% | Era,min% | Era,max% | MARE | AARD | AAD | RMSE |
FR_Pt_case a_NN_T_T | 0.9881 | 0.988 | 18,379.5 | 0.124 | −0.9935 | 5.121 | 1.03E−02 | 117.9 | 0.0173 | 0.0512 | 0.0198 | 30.13 |
FR_Pt_case a_Reg_T_T | 0.9193 | 0.9181 | 796.9 | 0.7656 | 6.85 | 20.89 | 4.93E−02 | 924.6 | 0.0561 | 0.2089 | 0.5834 | 86.7 |
FR_Pt_case b_NN_sqrtT_T | 0.9903 | 0.9901 | 19136 | 0.0881 | 0.3389 | 4.166 | 9.81E−03 | 75.73 | 0.0163 | 0.0417 | 0.0197 | 26.86 |
FR_Pt_case b_Reg_sqrtT_T | 0.9304 | 0.9294 | 973.6 | 0.2109 | −2.378 | 12.31 | 1.23E−01 | 189.7 | 0.0528 | 0.1232 | 0.0443 | 80.49 |
FR_Pt_case c_NN_sqrtT_sqrtT | 0.9927 | 0.9926 | 23,077.9 | 0.03 | 0.244 | 1.753 | 1.48E−02 | 19.23 | 0.012 | 0.0175 | 0.0011 | 0.514 |
FR_Pt_case c_Reg_sqrtT_sqrtT | 0.9453 | 0.9446 | 1210.7 | 0.0908 | −0.7787 | 5.943 | 6.15E−02 | 70.2 | 0.0416 | 0.0594 | 0.0082 | 1.5257 |
FL_Pt_case a NN_T_T | 0.9885 | 0.9883 | 12,563.8 | 0.1422 | −0.0198 | 6.577 | 1.67E−02 | 122.6 | 0.0197 | 0.0658 | 0.0224 | 26.36 |
FL_Pt_case a Reg_T_T | 0.9449 | 0.9441 | 1159.6 | 1.1408 | 15.5 | 27.94 | 1.55E−01 | 1026.8 | 0.0446 | 0.2794 | 1.2951 | 61.2 |
FL_Pt_case b NN_sqrtT_T | 0.9935 | 0.9934 | 16,058.2 | 0.0606 | 0.3501 | 4.026 | 2.78E−02 | 38.49 | 0.0148 | 0.0386 | 0.0038 | 20.96 |
FL_Pt_caseb_Reg_sqrtT_T | 0.9764 | 0.9764 | 2799.4 | 0.1054 | −0.5811 | 7.799 | 5.06E−02 | 39.41 | 0.0308 | 0.078 | 0.0111 | 40.02 |
FL_Pt_case c NN_sqrtT_sqrtT | 0.9942 | 0.9941 | 18,341.6 | 0.0337 | 0.2189 | 2.016 | 9.41E−03 | 22.6 | 0.0128 | 0.0202 | 0.0012 | 0.4968 |
FL_Pt_case c Reg_sqrtT_sqrtT | 0.9812 | 0.9809 | 3528.8 | 0.0533 | −0.1491 | 3.91 | 2.53E−02 | 22.16 | 0.0263 | 0.0391 | 0.0028 | 0.9015 |
FR_Pd_case a NN_T_T | 0.9939 | 0.9937 | 18,886.4 | 0.0954 | −0.1059 | 4.862 | 2.99E−02 | 76.68 | 0.0151 | 0.0486 | 0.0101 | 18.61 |
FR_Pd_case a Reg_T_T | 0.9226 | 0.9208 | 634.5 | 0.6627 | 6.805 | 24.62 | 9.89E−02 | 526.1 | 0.0577 | 0.2462 | 0.4371 | 66.9 |
FR_Pd_case b NN_sqrtT_T | 0.9941 | 0.994 | 21,854.8 | 0.057 | 0.0942 | 3.883 | 2.18E−02 | 29.74 | 0.0145 | 0.0388 | 0.0033 | 18.05 |
FR_Pd_caseb_Reg_sqrtT_T | 0.9513 | 0.9501 | 1030.8 | 0.1724 | −1.659 | 12.91 | 3.43E−02 | 58.65 | 0.0454 | 0.1291 | 0.0296 | 52.83 |
FR_Pd_case c NN_sqrtT_sqrtT | 0.9953 | 0.9951 | 24,028.4 | 0.0275 | 0.0198 | 1.836 | 8.68E−03 | 13.68 | 0.0126 | 0.0184 | 0.0008 | 0.4262 |
FR_Pd_case c Reg_sqrtT_sqrtT | 0.9547 | 0.9536 | 892.6 | 0.0862 | −0.4603 | 6.43 | 1.71E−02 | 35.69 | 0.0433 | 0.0643 | 0.0074 | 1.3296 |
FL_Pd_case a NN_T_T | 0.9859 | 0.9857 | 8538.4 | 0.094 | 0.4295 | 5.294 | 2.12E−02 | 67.48 | 0.0209 | 0.0529 | 0.0094 | 26.08 |