A new hybrid stability measure for feature selection.
Akshata K. NaikVenkatanareshbabu KuppiliDamodar Reddy EdlaPublished in: Appl. Intell. (2020)
Keyphrases
- feature selection
- mutual information
- feature extraction
- pointwise mutual information
- high dimensionality
- machine learning
- feature set
- evaluation measures
- information theory
- text categorization
- text classification
- distance measure
- classification accuracy
- stability analysis
- feature space
- similarity measure
- multi class
- dimensionality reduction
- information retrieval
- feature weighting
- case study
- data sets
- small sample
- information gain
- classification models
- information content
- naive bayes
- evolutionary algorithm
- bayesian networks
- decision trees