most citedRandomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2021

Building an Ensemble of Classifiers via Randomized Models of Ensemble Members

Pawel Trajdos, Marek Kurzynski

Many dynamic ensemble selection (DES) methods are known in the literature. A previously-developed by the authors, method consists in building a randomized classifier which is treat…

cs.LG2021

Soft Confusion Matrix Classifier for Stream Classification

Pawel Trajdos, Marek Kurzynski

In this paper, the issue of tailoring the soft confusion matrix (SCM) based classifier to deal with stream learning task is addressed. The main goal of the work is to develop a wra…

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…