Classification Algorithm Based on Feature Selection and Samples Selection.
Yitian XuLing ZhenLiming YangLaisheng WangPublished in: ISNN (2) (2009)
Keyphrases
- classification algorithm
- feature selection
- training set
- naive bayes
- knn
- support vector machine
- input features
- accurate classification
- k nearest neighbor
- hierarchical classification
- small samples
- document classification
- forward selection
- text categorization
- small sample
- classification method
- training samples
- class labels
- classification accuracy
- classification rules
- data sets
- feature space
- decision trees
- learning algorithm
- training phase
- multi label classification
- multi class
- concept drift
- selected features
- wrapper method
- support vector machine svm
- feature extraction
- clustering algorithm
- machine learning
- model selection
- genetic programming
- text classification
- classifier ensemble
- support vector
- training data