Interpreting neural-network results: a simulation study.

DOI10.1016/S0167-9473(01)00016-0zbMath1061.62559MaRDI QIDQ1606480

Orna Intrator, Nathan Intrator

Publication date: 24 July 2002

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

zbMATH Keywords

Logistic regressionNonlinear modelsData mining toolsInteraction effectsSplitlevel plots.

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Neural nets and related approaches to inference from stochastic processes (62M45)

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Uses Software

• bootstrap

Cites Work

• Bagging predictors
• Arcing classifiers. (With discussion)
• Degree of Approximation Results for Feedforward Networks Approximating Unknown Mappings and Their Derivatives
• Learning low-dimensional representations via the usage of multiple-class labels
• Approximation by superpositions of a sigmoidal function
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