☀️ Weather Inputs
Predicted Global Horizontal Irradiance (GHI)
— W/m²
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🔍 Feature Importance
Features ranked by predictive power. Higher scores indicate greater influence on solar irradiance predictions.
| # | Feature Name | Importance Score |
|---|---|---|
| 1 | Month | 4684.58 |
| 2 | Wind Direction | 3271.83 |
| 3 | Day | 2841.93 |
| 4 | Temperature | 1651.69 |
| 5 | Humidity | 1588.09 |
| 6 | Speed | 765.86 |
| 7 | Pressure | 523.79 |
📊 Model Performance
Dataset: 32,686 meteorological observations (4 months).
Train/Test split: 26,148 / 6,538 samples.
R² Score
(Goodness of Fit) 0.93
(Goodness of Fit) 0.93
MAE
(Error Magnitude) 33.19
(Error Magnitude) 33.19
RMSE
(Outlier Sensitivity) 82.99
(Outlier Sensitivity) 82.99