Ensemble methods comparison to predict the Power produced by Photovoltaic Panels.
Souhaila ChahbounMohamed MaaroufiPublished in: FNC/MobiSPC (2021)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- machine learning methods
- benchmark datasets
- ensemble learning
- generalization ability
- decision trees
- base classifiers
- random forest
- maximum power point tracking
- bootstrap sampling
- majority voting
- base learners
- solar energy
- neural network
- imbalanced data
- drifting concepts
- ensemble classifier
- classifier ensemble
- support vector
- multiple models
- ensemble feature selection
- machine learning