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Estimation and Interpretation of Machine Learning Models with Customized Surrogate Model

Estimation and Interpretation of Machine Learning Models with Customized Surrogate Model

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2608082886

Estimation and Interpretation of Machine Learning Models with Customized Surrogate Model

About this item

Full title

Estimation and Interpretation of Machine Learning Models with Customized Surrogate Model

Publisher

Basel: MDPI AG

Journal title

Electronics (Basel), 2021-12, Vol.10 (23), p.3045

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Machine learning has the potential to predict unseen data and thus improve the productivity and processes of daily life activities. Notwithstanding its adaptiveness, several sensitive applications based on such technology cannot compromise our trust in them; thus, highly accurate machine learning models require reason. Such models are black boxes f...

Alternative Titles

Full title

Estimation and Interpretation of Machine Learning Models with Customized Surrogate Model

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2608082886

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2608082886

Other Identifiers

ISSN

2079-9292

E-ISSN

2079-9292

DOI

10.3390/electronics10233045

How to access this item