Adaptive Scaling for Feature Selection in SVMs.
Yves GrandvaletStéphane CanuPublished in: NIPS (2002)
Keyphrases
- feature selection
- support vector
- multi class
- support vector machine
- microarray classification
- selected features
- feature space
- knn
- mutual information
- machine learning
- information gain
- text classification
- classification accuracy
- text categorization
- kernel function
- reduced set
- high dimensionality
- feature ranking
- microarray data
- gene selection
- gene expression data
- classification models
- feature extraction
- feature weighting
- binary classification
- data sets
- svm rfe
- training support vector machines
- text classifiers
- feature selection algorithms
- radial basis function
- cross validation
- support vector machine svm
- model selection
- dimensionality reduction