Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems.
Antonio J. Tallón-BallesterosJosé C. RiquelmeRoberto RuizPublished in: Neurocomputing (2019)
Keyphrases
- feed forward neural networks
- feature subset
- feature selection
- binary and multi class
- multi class
- feature ranking
- improve the classification accuracy
- feature subset selection
- classification accuracy
- neural network
- multi layer
- back propagation
- artificial neural networks
- activation function
- hidden layer
- feed forward
- feature space
- basis functions
- genetic algorithm ga
- text categorization
- fuzzy inference system
- support vector machine
- feature extraction
- feature set
- dimensionality reduction
- support vector
- machine learning
- text classification
- ensemble methods
- k nearest neighbor
- image processing
- knn
- fold cross validation
- recurrent neural networks
- training algorithm
- fuzzy logic
- learning rate
- optimization method