Model Comparison Dashboard
| Model | MAE | RMSE | R2 |
|---|---|---|---|
| Linear Regression | 6.0114 | 16.296 | 1.0 |
| ANN | 1698.4321 | 2085.2664 | 0.9315 |
| LSTM | 1621.5787 | 2578.1492 | 0.8937 |
| K-Means | 0.0 | 999999.0 | 0.328 |
| Backpropagation | 1236.8847 | 1540.8909 | 0.9626 |
RMSE Comparison
MAE Comparison
| Model | MAE | RMSE | R2 |
|---|---|---|---|
| Linear Regression | 6.0114 | 16.296 | 1.0 |
| ANN | 1698.4321 | 2085.2664 | 0.9315 |
| LSTM | 1621.5787 | 2578.1492 | 0.8937 |
| K-Means | 0.0 | 999999.0 | 0.328 |
| Backpropagation | 1236.8847 | 1540.8909 | 0.9626 |