26 citations · 65 across the 13 of their papers we have counts for
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cs.LG2019★ 1 cited
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers
Pawel Trajdos, Marek Kurzynski
In this paper, an issue of building the RRC model using probability distributions other than beta distribution is addressed. More precisely, in this paper, we propose to build the…
cs.LG2019★ 7 cited
Combination of linear classifiers using score function -- analysis of possible combination strategies
Pawel Trajdos, Robert Burduk
In this work, we addressed the issue of combining linear classifiers using their score functions. The value of the scoring function depends on the distance from the decision bounda…
cs.LG2019★ 1 cited
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification
Pawel Trajdos, Marcin Majak
The aim of this paper was to compare soft confusion matrix approach and Bayes metaclassifier under the multi-label classification framework. Although the methods were successfully…