Hybrid misclassification minimization

DOI10.1007/BF02124738zbMath0857.68088MaRDI QIDQ1923883

Chunhui Chen, Olvi L. Mangasarian

Publication date: 13 October 1996

Published in: Advances in Computational Mathematics (Search for Journal in Brave)

zbMATH Keywords

machine learningNP-complete problem

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Complexity classes (hierarchies, relations among complexity classes, etc.) (68Q15)

Related Items (12)

A MIXED INTEGER PROGRAMMING MODEL FOR MULTIPLE-CLASS DISCRIMINANT ANALYSIS ⋮ Solving a Multigroup Mixed-Integer Programming-Based Constrained Discrimination Model ⋮ Gauge groups and data classification. ⋮ Linear separation and approximation by minimizing the sum of concave functions of distances ⋮ A new method for solving supervised data classification problems ⋮ Unsupervised and supervised data classification via nonsmooth and global optimization (with comments and rejoinder) ⋮ Discrete support vector decision trees via tabu search ⋮ Multicategory proximal support vector machine classifiers ⋮ Polyhedral separability through successive LP ⋮ Multicategory proximal support vector machine classifiers ⋮ Robust support vector machines for multiple instance learning ⋮ Multicriteria classification and sorting methods: A literature review

Uses Software

• UCI-ml
• MINOS

Cites Work

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• Misclassification minimization
• A Parametric Optimization Method for Machine Learning
• Breast Cancer Diagnosis and Prognosis Via Linear Programming
• Multisurface method of pattern separation

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