Table 1.
The experimental results in terms of Mean Absolute Error (MAE).
| Test | SVM | RF | DT | MLP | CNN | LSTM | APNet |
|---|---|---|---|---|---|---|---|
| #1 | 42.57556 | 18.68328 | 23.90568 | 22.4221 | 18.9675 | 18.5217 | 16.7474 |
| #2 | 35.40574 | 14.92391 | 19.53063 | 22.0437 | 14.8997 | 16.2908 | 14.2053 |
| #3 | 43.37174 | 16.74816 | 17.93104 | 20.2441 | 16.9613 | 15.8297 | 14.9131 |
| #4 | 50.19538 | 31.64949 | 36.57292 | 23.1328 | 20.7791 | 18.1417 | 18.2807 |
| #5 | 40.38873 | 19.54953 | 27.66294 | 22.8951 | 17.1051 | 16.505 | 17.2492 |
| #6 | 34.57838 | 17.80561 | 21.3065 | 18.5993 | 15.1543 | 13.9768 | 14.0047 |
| #7 | 37.10853 | 12.3846 | 15.37398 | 19.9247 | 15.3203 | 13.1789 | 11.9718 |
| #8 | 21.85433 | 9.96139 | 11.07522 | 13.9672 | 11.1243 | 11.1574 | 9.85554 |
| #9 | 40.47121 | 21.13339 | 25.09194 | 26.0607 | 18.954 | 17.2029 | 18.9953 |
| #10 | 33.1085 | 12.80574 | 15.72481 | 17.213 | 12.0842 | 12.6606 | 10.1216 |
| Average | 37.90581 | 17.56451 | 21.41757 | 20.65027 | 16.13498 | 15.34655 | 14.63446 |