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roc curve

46 papers

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Co-occurring keywords

binary classification (678) bipartite ranking (23) area under curve (15) auc optimization (28) partial auc (9) binary classifier (60) precision-recall curve (9) area under roc curve (10) ensemble learning (1274) anomaly detection (747)

Papers

Bipartite Ranking: a Risk-Theoretic Perspective JMLR 2016
Precision-Recall-Gain Curves: PR Analysis Done Right NIPS 2015
Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses JMLR 2014
Anomaly Ranking as Supervised Bipartite Ranking ICML 2014
A Structural SVM Based Approach for Optimizing Partial AUC ICML 2013
Efficient Pedestrian Detection by Directly Optimizing the Partial Area under the ROC Curve ICCV 2013
Ranking Forests JMLR 2013
A Unified View of Performance Metrics: Translating Threshold Choice into Expected Classification Loss JMLR 2012
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions COLT 2012
On Equivalence Relationships Between Classification and Ranking Algorithms JMLR 2011
AUC optimization and the two-sample problem NIPS 2009
Margin-based Ranking and an Equivalence between AdaBoost and RankBoost JMLR 2009
Overlaying classifiers: a practical approach for optimal ranking NIPS 2008
On Bootstrapping the ROC Curve NIPS 2008
Empirical performance maximization for linear rank statistics NIPS 2008
Ranking the Best Instances JMLR 2007
Boosting the Area under the ROC Curve NIPS 2007
Optimal ROC Curve for a Combination of Classifiers NIPS 2007
Considering Cost Asymmetry in Learning Classifiers JMLR 2006
Generalization Bounds for the Area Under the ROC Curve JMLR 2005
Subgroup Discovery with CN2-SD JMLR 2004