Schroedinger's Threshold: When the AUC Doesn't Predict Accuracy.
Juri OpitzPublished in: LREC/COLING (2024)
Keyphrases
- roc curve
- classification accuracy
- receiver operating characteristic
- error rate
- high accuracy
- logistic regression
- probability estimation
- leave one out cross validation
- roc analysis
- computational efficiency
- feature selection
- decision trees
- computational cost
- information gain
- high precision
- thresholding method
- window size
- precision and recall
- databases
- test set
- learning algorithm
- neural network