Feature selection using ROC curves on classification problems.
Antonio J. SerranoEmilio Soria-OlivasJosé David Martín-GuerreroRafael MagdalenaJuan GómezPublished in: IJCNN (2010)
Keyphrases
- roc curve
- feature selection
- receiver operating characteristic
- text categorization
- text classification
- receiver operator characteristic
- roc analysis
- evaluation measures
- multi class
- probability estimation
- feature set
- classification accuracy
- model selection
- machine learning
- support vector machine
- feature space
- feature extraction
- dimensionality reduction
- unsupervised learning
- support vector
- multi task
- data sets