On the validity of time-dependent AUC estimators.
Matthias SchmidHans A. KestlerSergej PotapovPublished in: Briefings Bioinform. (2015)
Keyphrases
- receiver operating characteristic
- decision trees
- model selection
- probability estimation
- naive bayes
- roc curve
- feature selection
- classification accuracy
- logistic regression
- class distribution
- error rate
- variance estimator
- asymptotic properties
- text classification
- learning algorithm
- evaluation measures
- travel time
- data sets
- information systems