Feature Selection Method Based on Feature's Classification Bias and Performance.
Jun WangJinmao WeiLu ZhangPublished in: ICA3PP (2) (2015)
Keyphrases
- feature selection
- classification accuracy
- feature set
- classification method
- support vector machine
- machine learning
- preprocessing
- feature space
- method for feature selection
- unsupervised learning
- machine learning methods
- feature extraction
- discriminative features
- feature vectors
- mutual information
- dimension reduction
- input features
- feature subset
- bayes classifier
- classification algorithm
- support vector machine svm
- pairwise
- supervised feature selection
- feature selection and classification
- text classification
- classification performances
- feature representation
- decision trees
- similarity measure
- feature weighting
- conditional mutual information
- learning algorithm
- redundant features
- unsupervised feature selection
- irrelevant features
- cross validation
- classification process
- classification scheme
- active learning
- pattern classification
- high dimensionality
- model selection
- neural network
- decision rules