Computer System and Method for Supporting Model Selection

The disclosure is to present quantitative information for evaluating model transparency. A computer configured to support selection of a model generated by machine learning includes a transparency score calculation unit configured to execute analysis processing for analyzing traceability of a genera...

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Bibliographische Detailangaben
Hauptverfasser: BABA, Tsunehiko, KASHIYAMA, Toshihiko
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:The disclosure is to present quantitative information for evaluating model transparency. A computer configured to support selection of a model generated by machine learning includes a transparency score calculation unit configured to execute analysis processing for analyzing traceability of a generation process of a target model, and calculate a transparency score indicating a degree of the traceability of the generation process of the target model based on a result of the analysis processing, and a report generation unit configured to generate a report for presenting the transparency score.