A deletion/substitution/addition algorithm for classification neural networks, with applications to biomedical data

DOI10.1016/J.JSPI.2007.06.002zbMath1138.62058OpenAlexW1967278609MaRDI QIDQ2475733

Sandrine Dudoit, Blythe Durbin

Publication date: 11 March 2008

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2007.06.002

zbMATH Keywords

data-adaptive model selection

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Neural nets and related approaches to inference from stochastic processes (62M45)

Related Items (2)

Improving weighted information criterion by using optimization ⋮ A deletion/substitution/addition algorithm for classification neural networks, with applications to biomedical data

Uses Software

• R

Cites Work

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• Asymptotics of cross-validated risk estimation in estimator selection and performance assess\-ment
• Towards designing artificial neural networks by evolution
• A deletion/substitution/addition algorithm for classification neural networks, with applications to biomedical data
• Multisurface method of pattern separation for medical diagnosis applied to breast cytology.
• Universal approximation bounds for superpositions of a sigmoidal function
• Deletion/Substitution/Addition Algorithm in Learning with Applications in Genomics

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