Wide-ranging approach-based feature selection for classification.
Hemanta Kumar BhuyanM. SaikiranMurchhana TripathyVinayakumar RaviPublished in: Multim. Tools Appl. (2023)
Keyphrases
- feature selection
- wide ranging
- classification accuracy
- classification models
- support vector
- feature selection algorithms
- text classification
- machine learning
- support vector machine
- feature extraction
- feature set
- feature space
- pattern recognition
- accurate classification
- discriminative features
- text categorization
- classification algorithm
- support vector machine svm
- feature ranking
- feature selection and classification
- wrapper feature selection
- model selection
- image classification
- feature vectors
- svm classifier
- mutual information
- multi class
- unsupervised learning
- informative features
- irrelevant features
- instance selection
- data mining
- artificial intelligence
- decision trees
- classification performances
- data pre processing
- class separability
- training set
- small sample
- selected features
- microarray data
- high dimensionality
- classification method
- class labels
- data sets