A noise-aware feature selection approach for classification.
Mostafa SabzekarZafer AydinPublished in: Soft Comput. (2021)
Keyphrases
- feature selection
- classification accuracy
- support vector
- classification models
- text classification
- feature set
- feature extraction
- feature space
- machine learning
- decision trees
- feature selection algorithms
- accurate classification
- feature selection and classification
- support vector machine
- classification performances
- data pre processing
- model selection
- classification method
- discriminative features
- discriminatory power
- naive bayes
- feature subset
- irrelevant features
- small sample
- feature subset selection
- automatic classification
- method for feature selection
- noise reduction
- preprocessing
- image classification
- class labels
- text categorization
- feature reduction
- wrapper feature selection
- pattern recognition
- supervised learning
- mutual information
- redundant features
- unsupervised feature selection
- informative features
- noise level
- microarray datasets
- bayes classifier
- cross validation
- instance selection
- high dimensionality
- microarray data
- data sets