AUC Maximizing Support Vector Machines with Feature Selection.
Yingjie TianYong ShiXiaojun ChenWenjing ChenPublished in: ICCS (2011)
Keyphrases
- feature selection
- classification accuracy
- naive bayes
- text categorization
- model selection
- text classification
- support vector machine
- mutual information
- information gain
- multiple kernel learning
- feature set
- logistic regression
- feature selection algorithms
- feature space
- probability estimation
- microarray data
- dimensionality reduction
- selected features
- machine learning
- classification models
- unsupervised feature selection
- feature subset
- unsupervised learning
- support vector
- feature extraction
- high dimensionality
- roc curve
- bayesian networks
- learning algorithm
- feature ranking
- data sets
- leave one out cross validation
- chi squared