Research Article
A New Hybrid Model for Hourly Solar Radiation Forecasting Using Daily Classification Technique and Machine Learning Algorithms
Table 1
The best hyperparameters of the ML models.
| | Models | Configurations | Validation RMSE (W/m2) | AIC |
| | ANN | Hidden_layer = 1; Hidden_Neurons = 60 | 63.82 | 5131 | | SVM | = 2 | 62.35 | 26245 | | GB | m = 50; MaxNumSplits = 40; | 67.13 | 4577 | | RF | m = 750; NumVarSplits = 6; MinLeafSize = 11; MaxNumSplits = 5000; | 66.82 | 20472 |
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