Efficient Bayes-optimal decoding rules for hierarchical classification, including the first exact polynomial-time optimizer for hierarchical F-scores.
It outputs a candidate set S which can all be the optimal prediction (Algorithm 4)
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To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers
Efficient Bayes-optimal decoding rules for hierarchical classification, including the first exact polynomial-time optimizer for hierarchical F-scores.