Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model

DOI10.1007/s10479-008-0424-0zbMath1185.90156OpenAlexW2032901444MaRDI QIDQ970178

Eva K. Lee, J. Paul Brooks

Publication date: 10 May 2010

Published in: Annals of Operations Research (Search for Journal in Brave)

Full work available at URL: https://scholarscompass.vcu.edu/cgi/viewcontent.cgi?article=1002&context=ssor_pubs

zbMATH Keywords

consistencymulti-group classificationreserved judgment

Mathematics Subject Classification ID

Searching and sorting (68P10) Mixed integer programming (90C11)

Related Items (5)

Supervised classification and mathematical optimization ⋮ Solving a Multigroup Mixed-Integer Programming-Based Constrained Discrimination Model ⋮ Supersparse linear integer models for optimized medical scoring systems ⋮ Random sampling and machine learning to understand good decompositions ⋮ Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization

Uses Software

• UCI-ml
• SVMlight

Cites Work

• Constrained discriminant analysis via \(0/1\) mixed integer programming
• A Linear Programming Approach to Discriminant Analysis with a Reserved-Judgment Region
• Necessary and Sufficient Conditions for the Uniform Convergence of Means to their Expectations
• Distribution-Free Partial Discriminant Analysis
• Cases of doubt in allocation problems
• Nonparametric Discrimination Using Tolerance Regions
• On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model