Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding.
Franz PernkopfPaul O'LearyPublished in: CAIP (2001)
Keyphrases
- feature selection
- classification accuracy
- classification models
- support vector
- text classification
- feature space
- machine learning
- feature set
- feature selection algorithms
- high dimensionality
- accurate classification
- support vector machine
- unsupervised learning
- method for feature selection
- model selection
- decision trees
- fractal image encoding
- classification performances
- feature extraction
- dimension reduction
- classification method
- classification rate
- irrelevant features
- web page classification
- preprocessing
- face recognition
- small sample
- feature reduction
- feature ranking
- discriminative features
- select relevant features
- classification scheme
- automatic classification
- pattern classification
- pattern recognition
- image classification
- selected features
- feature subset
- classification algorithm
- mutual information
- feature selection and classification
- knn
- supervised learning
- multi class