Evaluating classifiers: Relation between area under the receiver operator characteristic curve and overall accuracy.
Maciej A. MazurowskiGeorgia D. TourassiPublished in: IJCNN (2009)
Keyphrases
- roc curve
- receiver operator characteristic
- evaluation measures
- high accuracy
- classification rate
- classification accuracy
- ensemble pruning
- confusion matrix
- learning algorithm
- data distribution
- generative model
- fold cross validation
- precision and recall
- naive bayes
- information retrieval systems
- support vector machine
- high dimensional
- support vector
- data structure
- training data
- decision trees