Consolidated machine learning predictions across all weather data sources
| Metric | Current Value | Ideal Target | Meaning |
|---|---|---|---|
| MAE (wind-avg) | 1.224 | < 0.5 | Average absolute error in m/s |
| RMSE | 1.246 | < 0.7 | Root mean squared error (outlier sensitivity) |
| R² Score | -129.957 | > 0.7 | Proportion of variance explained by model |
| Correlation | -0.596 | > 0.8 | Linear agreement between prediction and actual |
Predictions: RandomForest ensemble trained on consolidated multi-source data (Jan 1 - Feb 20, 2026) | Period: Feb 21-28, 2026 | Metrics: Computed on wind-avg