Local Overfitting Control via Leverages

DOI10.1162/089976602753713025zbMath1002.68139OpenAlexW2154679345WikidataQ74135517 ScholiaQ74135517MaRDI QIDQ4542433

Gaétan Monari, Gérard Dreyfus

Publication date: 1 August 2002

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/089976602753713025

zbMATH Keywords

confidence intervalsleveragesblack box models

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Jacobian Conditioning Analysis for Model Validation ⋮ Reply to the Comments on “Local Overfitting Control via Leverages” in “Jacobian Conditioning Analysis for Model Validation” by I. Rivals and L. Personnaz ⋮ Improved model identification for non-linear systems using a random subsampling and multifold modelling (RSMM) approach

Cites Work

• Heuristics of instability and stabilization in model selection
• Withdrawing an example from the training set: An analytic estimation of its effect on a non-linear parameterised model

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