A Hybrid Feature Selection Approach by Correlation-Based Filters and SVM-RFE.
Jing ZhangXuegang HuPei-Pei LiWei HeYuhong ZhangHuizong LiPublished in: ICPR (2014)
Keyphrases
- svm rfe
- feature selection
- feature selection algorithms
- recursive feature elimination
- method for feature selection
- text categorization
- decision boundary
- text classification
- feature set
- support vector
- feature subset selection
- machine learning
- model selection
- multi class
- feature extraction
- feature space
- selected features
- classification accuracy
- knn
- high dimensionality
- support vector machine
- feature subset
- classification models
- naive bayes
- cancer diagnosis
- data sets
- microarray data
- selection algorithm
- gene selection
- learning tasks
- training set
- terms of classification accuracy
- dimensionality reduction