Search Results for author: Eneldo Loza Mencia

Found 2 papers, 0 papers with code

A Flexible Class of Dependence-aware Multi-Label Loss Functions

no code implementations2 Nov 2020 Eyke Hüllermeier, Marcel Wever, Eneldo Loza Mencia, Johannes Fürnkranz, Michael Rapp

For evaluating such predictions, the set of predicted labels needs to be compared to the ground-truth label set associated with that instance, and various loss functions have been proposed for this purpose.

Multi-Label Classification

Conformal Rule-Based Multi-label Classification

no code implementations16 Jul 2020 Eyke Hüllermeier, Johannes Fürnkranz, Eneldo Loza Mencia

We advocate the use of conformal prediction (CP) to enhance rule-based multi-label classification (MLC).

Classification Conformal Prediction +3

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