Interpretable multiclass classification by MDL-based rule lists

1 May 2019

Papers citing "Interpretable multiclass classification by MDL-based rule lists"

9 / 9 papers shown

Title
Probabilistic Truly Unordered Rule Sets Lincen Yang M. Leeuwen 31 0 0 18 Jan 2024
Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets Sreejita Ghosh E. Baranowski Michael Biehl W. Arlt Peter Tiño the United Kingdom Utrecht University 23 6 0 04 Jun 2022
First Steps of an Approach to the ARC Challenge based on Descriptive Grid Models and the Minimum Description Length Principle Sébastien Ferré LRM 19 10 0 01 Dec 2021
Rule Generation for Classification: Scalability, Interpretability, and Fairness Tabea E. Rober Adia C. Lumadjeng M. Akyuz cS. .Ilker Birbil 22 2 0 21 Apr 2021
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets Tatiana P. Makhalova S. Kuznetsov A. Napoli 15 7 0 30 Nov 2020
The Minimum Description Length Principle for Pattern Mining: A Survey E. Galbrun AI4TS 23 24 0 28 Jul 2020
Vouw: Geometric Pattern Mining using the MDL Principle Micky Faas M. Leeuwen 17 7 0 21 Nov 2019
LoRMIkA: Local rule-based model interpretability with k-optimal associations Dilini Sewwandi Rajapaksha Christoph Bergmeir Wray L. Buntine 35 31 0 11 Aug 2019
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 60 195 0 06 Apr 2017