On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification.
Paulo J. L. AdeodatoSílvio B. MeloPublished in: CoRR (2016)
Keyphrases
- binary classification
- roc curve
- kolmogorov smirnov
- multi class
- learning problems
- support vector
- evaluation measures
- multi label
- multi class classification
- cost sensitive
- support vector machine
- generalization error
- prediction accuracy
- ensemble methods
- class imbalance
- information retrieval
- data sets
- learning tasks
- data distribution
- semi supervised learning
- data points
- active learning