Large-scale Optimization of Partial AUC in a Range of False Positive Rates.
Yao YaoQihang LinTianbao YangPublished in: NeurIPS (2022)
Keyphrases
- false positive rate
- false positives
- detection rate
- logistic regression
- decision trees
- optimization algorithm
- false negative rate
- discrete optimization
- receiver operating characteristic
- optimization problems
- wide range
- error rate
- text classification
- optimization method
- global optimization
- real world
- data sets
- low false positive rate
- probability estimation
- machine learning
- feature selection
- optimization model
- optimization process
- optimization methods
- real life
- test set