Integrating feature selection and Min-Max Modular SVM for powerful ensemble.
Yun LiLi-Li FengPublished in: IJCNN (2012)
Keyphrases
- min max
- feature selection
- support vector
- feature ranking
- support vector machine
- max min
- multiobjective optimization
- ensemble learning
- mutual information
- selected features
- multi class
- text categorization
- support vector machine svm
- ensemble classifier
- feature space
- feature extraction
- knn
- imbalanced data
- text classification
- neural network
- bayes classifier
- wrapper feature selection
- classification performances
- svm rfe
- machine learning
- generalization ability
- training data
- high dimensionality
- linear svm
- dimensionality reduction
- feature selection algorithms
- regression problems
- cross validation
- support vector classification
- input features
- svm classifier
- random forest
- model selection
- feature set
- kernel function
- training set
- ensemble classification
- feature vectors
- naive bayes
- fold cross validation
- support vectors
- feature subset