Hybrid approach-based support vector machine for electric load forecasting incorporating feature selection.
Malek SarhaniAbdellatif El AfiaRdouan FaiziPublished in: Int. J. Big Data Intell. (2017)
Keyphrases
- support vector machine
- feature selection
- electric load forecasting
- forecasting model
- short term
- multi class
- support vector
- svm classifier
- small sample
- support vector regression
- support vector machine svm
- machine learning
- text categorization
- long term
- high dimensionality
- classification accuracy
- k nearest neighbor
- feature set
- model selection
- feature vectors
- feature space
- feature selection algorithms
- selected features
- feature extraction
- generalization ability
- feature subset
- radial basis function
- prediction model
- dimensionality reduction
- cross validation
- kernel function
- training data
- text classification
- pattern recognition
- feature reduction
- knn