Interpretation of Black-Box Predictive Models

DOI10.1007/978-3-319-21852-6_19zbMath1336.68213OpenAlexW2299435411MaRDI QIDQ2805733

Vladimir Cherkassky, Sauptik Dhar

Publication date: 13 May 2016

Published in: Measures of Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-21852-6_19

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Parameter Identifiability in Statistical Machine Learning: A Review

Uses Software

• GGobi
• ElemStatLearn

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Statistical modeling: The two cultures. (With comments and a rejoinder).
• Classifier technology and the illusion of progress
• Rule extraction from support vector machines.
• The Logic of Inductive Inference
• The maximal data piling direction for discrimination
• Gene selection for cancer classification using support vector machines