The performance of the models using different ML algorithms.
| ML algorithm | Optimal feature set | MAE (%) | RMSE (%) | R 2 |
|---|---|---|---|---|
| LR | 2Ddes30 | 8.36 | 10.99 | 0.17 |
| KR | 2Ddes130 | 7.43 | 9.49 | 0.37 |
| RF | 2Ddes120 | 5.26 | 7.16 | 0.65 |
| GB | 2Ddes40 | 4.80 | 6.40 | 0.72 |
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.