Deriving biased classifiers for better ROC performance.
Hendrik BlockeelJan StruyfPublished in: Informatica (Slovenia) (2002)
Keyphrases
- roc curve
- receiver operating characteristic
- roc analysis
- training data
- decision trees
- supervised classification
- naive bayes
- classification systems
- machine learning
- machine learning approaches
- support vector
- machine learning methods
- training set
- classification models
- classification algorithm
- linear classifiers
- classification process
- test set
- training examples
- support vector machine
- high dimensional
- classification method
- machine learning algorithms
- training samples
- feature set
- classifier combination
- classification decisions