Improved automatic filtering algorithm for imbalanced classification based on SVM-RFE.
Xiaoqiang LiQing ShaoJingjing WangPublished in: BIBM (2013)
Keyphrases
- filtering algorithm
- svm rfe
- feature selection
- pattern recognition
- class imbalance
- support vector machine
- training samples
- median filter
- pattern classification
- classification accuracy
- decision trees
- machine learning methods
- classification models
- training set
- supervised learning
- binary images
- feature selection algorithms
- support vector
- feature extraction