Critical Feature Selection and Machine Learning-based Models for Monofacial and Bifacial Photovoltaics.
Ansari Aadil ShahzadPrajowal ManandharO. A. QureshiAhmer A. B. BalochEdwin Rodriguez-UbinasVivian AlbertsSgouris SgouridisPublished in: SGIoT (2021)
Keyphrases
- machine learning
- feature selection
- model selection
- machine learning methods
- learning algorithm
- statistical methods
- machine learning algorithms
- support vector
- mutual information
- data driven approaches
- feature engineering
- machine learning models
- machine learning approaches
- complex systems
- pattern recognition
- semi supervised learning
- knowledge acquisition
- markov random field
- statistical models
- text mining
- natural language processing
- learning tasks
- high dimensionality
- inductive learning
- classification accuracy
- explanation based learning
- irrelevant features
- bayesian networks
- decision trees