Supervised feature selection algorithm via discriminative ridge regression.
Shichao ZhangDebo ChengRongyao HuZhenyun DengPublished in: World Wide Web (2018)
Keyphrases
- ridge regression
- feature selection algorithms
- feature selection
- support vector machine
- linear regression
- semi supervised
- unsupervised learning
- text categorization
- machine learning
- regression methods
- feature extraction
- classification accuracy
- feature set
- mutual information
- text classification
- data sets
- ls svm
- learning algorithm
- svm classifier
- feature space
- support vector machine svm
- model selection
- feature subset
- supervised learning
- k nearest neighbor
- support vector
- dimension reduction
- dimensionality reduction
- active learning
- knn
- regression model
- genetic programming
- regression method