Invention Grant
- Patent Title: Storage medium, model output method, and model output device
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Application No.: US16782193Application Date: 2020-02-05
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Publication No.: US11410065B2Publication Date: 2022-08-09
- Inventor: Kenichiroh Narita , Tatsuru Matsuo
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JPJP2019-020981 20190207
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06N7/00 ; G06N5/04

Abstract:
A storage medium storing a program that causes a computer to execute a process, the process includes obtaining a plurality of test data used for analysis of a classifier; obtaining a plurality of approximation models approximated to the classifier, each of separation boundaries of the plurality of approximation models being approximated to a different part of a separation boundary of the classifier; specifying, for each of the approximation models, a test data having a highest similarity from among the test data; specifying, for each specified test data, an approximation model having a second highest similarity with the specified test data from among the approximation models; selecting, from among the approximation models, an exclusion target model whose error with the specified approximation model is the smallest for each specified test data; and outputting the plurality of approximation models from which the exclusion target model is excluded for each specified test data.
Public/Granted literature
- US20200257999A1 STORAGE MEDIUM, MODEL OUTPUT METHOD, AND MODEL OUTPUT DEVICE Public/Granted day:2020-08-13
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