conftrace_

non-decomposable measures

3 papers

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Co-occurring keywords

true positive rate (3) non-decomposable performance measure (2) f-measure (1) bayes optimal classifier (18) label imbalance (18) class-conditional noise (10) plug-in classifier (6) threshold optimization (24) classification threshold (1) regret bound (1926)

Papers

Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024
Optimizing Non-decomposable Performance Measures: A Tale of Two Classes ICML 2015
On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures NIPS 2014