Search Results for author: Adam Gudyś

Found 2 papers, 2 papers with code

RuleKit: A Comprehensive Suite for Rule-Based Learning

1 code implementation2 Aug 2019 Adam Gudyś, Marek Sikora, Łukasz Wróbel

Rule-based models are often used for data analysis as they combine interpretability with predictive power.

GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings

1 code implementation5 Jun 2018 Marek Sikora, Łukasz Wróbel, Adam Gudyś

This article presents GuideR, a user-guided rule induction algorithm, which overcomes the largest limitation of the existing methods-the lack of the possibility to introduce user's preferences or domain knowledge to the rule learning process.

General Classification Survival Analysis

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