2 papers
cs.LG2016
Asymptotic consistency and order specification for logistic classifier chains in multi-label learning
Paweł Teisseyre
Classifier chains are popular and effective method to tackle a multi-label classification problem. The aim of this paper is to study the asymptotic properties of the chain model in…
cs.LG2016
Feature ranking for multi-label classification using Markov Networks
Paweł Teisseyre
We propose a simple and efficient method for ranking features in multi-label classification. The method produces a ranking of features showing their relevance in predicting labels,…