Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach.
Waleed A. YousefRobert F. WagnerMurray H. LoewPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2006)
Keyphrases
- roc analysis
- data sets
- receiver operating characteristic
- class distribution
- roc curve
- breast cancer
- cross validation
- training set
- training data
- machine learning
- test set
- cost sensitive
- misclassification costs
- information retrieval
- model selection
- unlabeled data
- non stationary
- supervised learning
- classification algorithm
- test data
- face recognition
- class imbalance