Disc_Method_Case | ave_Y_ output | max_Y_ output | min_Y_ output | R_square | F_ratio | time elapsed |
|
| pred | r_pred |
| RF_R | RF_X |
D30_ANN_a− | 908.4 | 1394.0 | 333.7 | 0.9831 | 5658.6 | 4.230 | 1397.8 | 0.155 | 183.1 | −1.50 | 6.62 | 5.70E−04 | 0.614 |
D30_RSM_a− | 909.3 | 1275.7 | 128.8 | 0.9231 | 540.2 | 0.357 | 1278.5 | 8.676 | 188.8 | −3.11 | 10.72 | −4.90E−03 | 0.639 |
D30_ANN_b− | 909.1 | 1393.9 | 348.8 | 0.9850 | 6432.5 | 2.881 | 1398.0 | 0.144 | 186.6 | −1.50 | 9.02 | −5.00E−03 | 0.621 |
D30_RSM_b− | 908.0 | 1308.7 | 260.6 | 0.9468 | 760.1 | 0.011 | 1311.1 | 6.352 | 186.3 | −3.12 | 9.23 | −6.00E−03 | 0.646 |
D30_ANN_c− | 29.8 | 37.4 | 18.4 | 0.9844 | 6330.3 | 2.975 | 1420.1 | 1.928 | 179.7 | −1.50 | 5.36 | −8.20E−03 | 0.620 |
D30_RSM_c− | 29.8 | 36.2 | 16.1 | 0.9436 | 753.1 | 0.009 | 1311.1 | 6.352 | 186.3 | −3.12 | 6.43 | −5.40E−03 | 0.630 |
D60_ANN_a− | 768.5 | 1239.5 | 284.1 | 0.9683 | 2922.5 | 6.152 | 1256.6 | 3.001 | 210.9 | −2.00 | 10.51 | 3.18E−02 | 0.564 |
D60_RSM_a− | 770.2 | 1129.8 | 51.1 | 0.8681 | 231.7 | 0.032 | 1130.7 | 11.318 | 234.8 | −2.78 | 15.43 | 3.37E−02 | 0.592 |
D60_ANN_b | 768.7 | 1247.4 | 322.8 | 0.9680 | 3156.6 | 4.284 | 1278.3 | 1.991 | 214.3 | −0.50 | 13.51 | 3.38E−02 | 0.566 |
D60_RSM_b− | 764.5 | 1182.6 | 250.1 | 0.9106 | 336.4 | 0.014 | 1190.5 | 6.626 | 218 | −2.45 | 12.20 | 3.64E−02 | 0.611 |
D60_ANN_c− | 6.6 | 7.1 | 5.5 | 0.9638 | 2878.8 | 3.095 | 1306.2 | 6.078 | 213.7 | −4.00 | 2.81 | 4.89E−02 | 0.541 |
D60_RSM_c− | 6.6 | 7.1 | 5.5 | 0.8974 | 308.0 | 0.129 | 1190.5 | 6.626 | 218 | −2.45 | 3.35 | 5.37E−02 | 0.567 |
DFC_ANN_a− | 1062.6 | 1551.0 | 357.1 | 0.9875 | 7580.7 | 4.624 | 1617.9 | 0.479 | 148.5 | −7.50 | 6.18 | 4.46E−02 | 0.528 |
DFC_RSM_a− | 1063.1 | 1462.3 | 257.5 | 0.9358 | 864.1 | 0.033 | 1463.0 | 5.614 | 172.8 | 0.00 | 10.95 | 5.50E−02 | 0.540 |