AUC: A Better Measure than Accuracy in Comparing Learning Algorithms.
Charles X. LingJin HuangHarry ZhangPublished in: Canadian Conference on AI (2003)
Keyphrases
- learning algorithm
- classification accuracy
- error rate
- confusion matrix
- machine learning algorithms
- high accuracy
- roc curve
- back propagation
- active learning
- probability estimation
- computational cost
- feature space
- generalization ability
- precision and recall
- correlation coefficient
- highly accurate
- receiver operating characteristic curves
- receiver operating characteristic
- figure of merit
- logistic regression
- reinforcement learning
- machine learning
- learning tasks
- distance measure
- feature selection
- data sets