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f-measure optimization

8 papers

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Co-occurring keywords · papers mentioning both

multi-label classification (4) cost-sensitive classification (2) binary classification (2) online learning (2) sparse detection (1) precision-recall trade-off (1) precision and recall (1) threshold optimization (1) structured loss (1) neural network (1)

Papers

Revisiting F-measure Optimization in Multi-Label Classification: A Sampling-based Approach CVPR 2026 From Cost-Sensitive Classification to Tight F-measure Bounds AISTATS 2019 Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018 Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization NeurIPS 2018 Online F-Measure Optimization NeurIPS 2015 On the Bayes-Optimality of F-Measure Maximizers JMLR 2014 Optimizing F-Measures by Cost-Sensitive Classification NeurIPS 2014 Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization ICML 2013