The ROC isometrics approach to construct reliable classifiers.
Stijn VanderlooyIda G. Sprinkhuizen-KuyperEvgueni N. SmirnovH. Jaap van den HerikPublished in: Intell. Data Anal. (2009)
Keyphrases
- roc curve
- receiver operating characteristic
- roc analysis
- decision trees
- training data
- linear classifiers
- machine learning algorithms
- naive bayes
- ensemble classifier
- supervised classification
- learning algorithm
- classification algorithm
- class labels
- test set
- support vector
- majority voting
- training examples
- classification rate
- precision recall
- multiple classifiers
- machine learning methods
- classification process
- classification systems
- classification models
- feature set
- object detection
- feature selection