Disjunctive Rule Lists

DOI10.1287/ijoc.2022.1242OpenAlexW4296827623MaRDI QIDQ5060799

Ronilo Ragodos, Tong Wang

Publication date: 11 January 2023

Published in: INFORMS Journal on Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/ijoc.2022.1242

zbMATH Keywords

decision rulesregressioninterpretable machine learning

Mathematics Subject Classification ID

Mathematical programming (90Cxx)

Uses Software

• UCI-ml
• evtree
• GitHub

Cites Work

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• Predictive learning via rule ensembles
• Supersparse linear integer models for optimized medical scoring systems
• Node harvest
• Improving the precision of classification trees
• Multivariate adaptive regression splines
• Editable machine learning models? A rule-based framework for user studies of explainability
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Convergence and finite-time behavior of simulated annealing
• Cooling Schedules for Optimal Annealing
• Simulated Annealing: Searching for an Optimal Temperature Schedule

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