Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Models’ performance scores based on Sungai Melaka test set.
| Model | MAE | RMSE | R2 | Rank (MAE) | Rank (RMSE) | Rank (R2) | RM |
|---|---|---|---|---|---|---|---|
| SVR1 | 2.7688 | 6.7611 | 0.6057 | 3 | 4 | 4 | 3.67 |
| SVR2 | 2.9154 | 7.3515 | 0.5339 | 5 | 5 | 5 | 5.00 |
| SVR3 | 2.9217 | 7.5694 | 0.5058 | 6 | 6 | 6 | 6.00 |
| ANN1 | 2.7113 | 6.0824 | 0.6809 | 1 | 1 | 1 | 1.00 |
| ANN2 | 2.8758 | 6.5140 | 0.6340 | 4 | 3 | 3 | 3.33 |
| ANN3 | 2.7218 | 6.1571 | 0.6730 | 2 | 2 | 2 | 2.00 |
| LSTM1 | 4.1403 | 8.1246 | 0.4327 | 9 | 7 | 7 | 7.67 |
| LSTM2 | 4.0984 | 8.1950 | 0.4228 | 7 | 9 | 9 | 8.33 |
| LSTM3 | 4.1347 | 8.1269 | 0.4324 | 8 | 8 | 8 | 8.00 |
Significant values are in bold.
