Initialization of Feature Selection Search for Classification.
María Luque-RodriguezJosé Molina-BaenaAlfonso Jiménez-VílchezAntonio Arauzo-AzofraPublished in: J. Artif. Intell. Res. (2022)
Keyphrases
- feature selection
- classification accuracy
- support vector
- machine learning
- feature extraction
- model selection
- search algorithm
- discriminative features
- text classification
- support vector machine
- feature set
- irrelevant features
- image classification
- feature space
- text categorization
- small sample
- unsupervised learning
- bayes classifier
- pattern recognition
- classification models
- search space
- mutual information
- feature subset
- classification algorithm
- classification performances
- fractal image encoding
- high dimensionality
- cross validation
- dimension reduction
- select relevant features
- conditional mutual information
- training set
- class separability
- machine learning algorithms
- feature subset selection
- svm classifier
- feature selection algorithms
- naive bayes
- feature vectors
- web page classification
- feature reduction
- informative features
- small samples
- redundant features
- feature selection and classification
- method for feature selection
- class imbalance
- decision trees