BNCC models label dependencies with conditional entropy and a BIC-like score, then topologically sorts the learned Bayesian network to define the classifier chain order, improving F-scores on most of 18 datasets.
Class-specific soft voting based multiple extreme learning machines ensemble
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Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain
BNCC models label dependencies with conditional entropy and a BIC-like score, then topologically sorts the learned Bayesian network to define the classifier chain order, improving F-scores on most of 18 datasets.