Simultaneous feature selection and discretization based on mutual information.
Sadia SharminMohammad ShoyaibAmin Ahsan AliMuhammad Asif Hossain KhanOksam ChaePublished in: Pattern Recognit. (2019)
Keyphrases
- mutual information
- feature selection
- conditional mutual information
- information theoretic
- information gain
- data preprocessing
- similarity measure
- image registration
- multi modal image registration
- medical image registration
- classification accuracy
- text categorization
- machine learning
- sequential forward
- statistical dependence
- high dimensionality
- microarray data
- feature extraction
- selected features
- irrelevant features
- information theoretic criterion
- multimodal image registration
- support vector
- information theoretic measures
- discretization method
- preprocessing
- text classification
- continuous attributes
- support vector machine
- feature selection algorithms
- preprocessing step
- discrete space
- normalized mutual information
- kullback leibler divergence
- pattern recognition
- method for feature selection
- dimensionality reduction
- feature set
- data mining
- naive bayes