1 code implementation • 5 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.
1 code implementation • 2 Aug 2019 • Adam Gudyś, Marek Sikora, Łukasz Wróbel
Rule-based models are often used for data analysis as they combine interpretability with predictive power.
1 code implementation • 1 Apr 2022 • Adam Gudyś, Marek Sikora, Łukasz Wróbel
Keywords: contrast sets, separate and conquer, regression, survival