AUC: a Statistically Consistent and more Discriminating Measure than Accuracy.
Charles X. LingJin HuangHarry ZhangPublished in: IJCAI (2003)
Keyphrases
- classification accuracy
- error rate
- correlation coefficient
- probability estimation
- roc curve
- prediction accuracy
- feature selection
- high accuracy
- confusion matrix
- precision and recall
- logistic regression
- similarity measure
- receiver operating characteristic
- neural network
- computational efficiency
- information theory
- highly accurate
- accuracy rate
- roc analysis
- high precision
- evaluation measures
- recognition accuracy
- computational complexity
- training data
- image sequences
- website
- social networks