A Group-Based Feature Selection Approach to Improve Classification of Holy Quran Verses.
Abdullahi O. AdelekeNoor Azah SamsudinAida MustaphaNazri Mohd NawiPublished in: SCDM (2018)
Keyphrases
- feature selection
- classification accuracy
- feature extraction
- support vector
- text classification
- feature space
- pattern recognition
- feature set
- classification models
- machine learning
- method for feature selection
- high dimensionality
- accurate classification
- automatic classification
- feature selection algorithms
- support vector machine
- model selection
- pattern classification
- classification scheme
- classification performances
- discriminative features
- selecting relevant features
- microarray datasets
- bayes classifier
- small sample
- feature subset selection
- feature selection and classification
- conditional mutual information
- unsupervised learning
- preprocessing
- supervised learning
- support vector machine svm
- cross validation
- dimension reduction
- feature subset
- fold cross validation
- text categorization
- selected features
- irrelevant features
- web page classification
- class separability
- image classification
- dimensionality reduction
- ensemble classifier
- feature vectors
- group members