The role of input selection and climate pre-classification on the performance of neural networks irradiance models.
Omar Rodríguez-AbreoIlse CervantesPublished in: Appl. Soft Comput. (2022)
Keyphrases
- neural network
- classification models
- pattern recognition
- neural network model
- statistical models
- multi layer perceptron
- artificial neural networks
- probabilistic model
- support vector machine
- support vector
- decision trees
- feature vectors
- pattern classification
- text classification
- image classification
- classification scheme
- support vector machine svm
- automatic classification
- learning rules
- hidden markov models
- training data
- training process
- selection criterion
- rule extraction
- classification algorithm
- decision rules
- machine learning algorithms
- supervised learning
- fuzzy logic
- training set
- bayesian networks
- feature extraction
- feature selection