Feature selection based on probability and mathematical expectation.
Zhixuan DengTianrui LiKeyu LiuPengfei ZhangDayong DengPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- feature selection
- text categorization
- text classification
- machine learning
- feature set
- probability distribution
- neural network
- feature selection algorithms
- microarray data
- high dimensionality
- mutual information
- classification accuracy
- database
- method for feature selection
- feature space
- support vector
- feature extraction
- information gain
- support vector machine
- discriminative features
- small sample
- selected features
- forward selection
- selecting features
- informative features
- irrelevant features
- bayes classifier
- feature weighting
- data mining
- training set
- multi class