Feature Selection Using Neighborhood based Entropy.
Fatemeh Farnaghi-ZadehMohsen RahmaniMaryam AmiriPublished in: J. Univers. Comput. Sci. (2022)
Keyphrases
- feature selection
- mutual information
- information theoretic
- information gain
- feature selection algorithms
- information theory
- text categorization
- small sample
- discriminative features
- feature extraction
- feature space
- text classification
- information entropy
- irrelevant features
- selected features
- multi class
- feature set
- dimensionality reduction
- information content
- collaborative filtering
- support vector machine
- case study
- microarray classification
- feature subset
- classification performances
- fuzzy entropy
- informative features
- relative entropy
- feature selection and classification
- method for feature selection
- conditional mutual information
- feature ranking
- feature weighting
- classification models
- real time
- high dimensionality
- model selection
- training data
- similarity measure
- machine learning
- data sets