A classification rule reduction algorithm based on significance domains

DOI10.1007/s11750-012-0264-6zbMath1297.68198OpenAlexW2080478592MaRDI QIDQ458979

Laureano Santamaría, A. Rabasa, Agustín Pérez-Martín, Laureano Fernando Escudero Bueno, Marcos Almiñana

Publication date: 8 October 2014

Published in: Top (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11750-012-0264-6

zbMATH Keywords

reductionclassification rulessignificance measures

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Analysis of algorithms and problem complexity (68Q25) Analysis of algorithms (68W40) Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for information systems (hypertext navigation, interfaces, decision support, etc.) (68U35)

Uses Software

• UCI-ml
• C4.5

Cites Work

• Unnamed Item
• Rough sets and intelligent data analysis
• Introducing a Rule Importance Measure
• Discovery Science

This page was built for publication: A classification rule reduction algorithm based on significance domains