A Novel Nonlinear Discriminant Classifier Trained by an Evolutionary Algorithm.
Ziauddin UrsaniDavid W. CornePublished in: ICMLC (2018)
Keyphrases
- evolutionary algorithm
- svm classifier
- training set
- multi objective
- evolutionary computation
- training process
- optimization problems
- learning classifier systems
- differential evolution
- training data
- supervised training
- support vector machine
- discriminant analysis
- feature selection
- multi objective optimization
- genetic algorithm
- fitness function
- classification scheme
- multi layer perceptron
- principal component analysis
- class labels
- dependent features
- classification method
- function optimization
- training samples
- feature space
- machine learning
- learning algorithm
- classification decisions
- feature set
- classification accuracy
- ensemble learning
- linear discriminant
- support vector
- auto associative
- feature extraction
- generalized discriminant analysis
- trained classifiers
- echo state networks
- decision trees
- classification process
- artificial neural networks
- active learning
- multilayer perceptron
- multi class
- naive bayes
- optimization algorithm
- kernel function