Classification performance bias between training and test sets in a limited mammography dataset

Bibliographic Details
Main Authors: Rui Hou, Joseph Y. Lo, Jeffrey R. Marks, E. Shelley Hwang, Lars J. Grimm
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10849231/?tool=EBI
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author Rui Hou
Joseph Y. Lo
Jeffrey R. Marks
E. Shelley Hwang
Lars J. Grimm
author_facet Rui Hou
Joseph Y. Lo
Jeffrey R. Marks
E. Shelley Hwang
Lars J. Grimm
author_sort Rui Hou
collection DOAJ
first_indexed 2024-03-08T03:35:48Z
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institution Directory Open Access Journal
issn 1932-6203
language English
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publisher Public Library of Science (PLoS)
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spelling doaj.art-fe470e173bd541e98e9dbef2476965e12024-02-10T05:30:59ZengPublic Library of Science (PLoS)PLoS ONE1932-62032024-01-01192Classification performance bias between training and test sets in a limited mammography datasetRui HouJoseph Y. LoJeffrey R. MarksE. Shelley HwangLars J. Grimmhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10849231/?tool=EBI
spellingShingle Rui Hou
Joseph Y. Lo
Jeffrey R. Marks
E. Shelley Hwang
Lars J. Grimm
Classification performance bias between training and test sets in a limited mammography dataset
PLoS ONE
title Classification performance bias between training and test sets in a limited mammography dataset
title_full Classification performance bias between training and test sets in a limited mammography dataset
title_fullStr Classification performance bias between training and test sets in a limited mammography dataset
title_full_unstemmed Classification performance bias between training and test sets in a limited mammography dataset
title_short Classification performance bias between training and test sets in a limited mammography dataset
title_sort classification performance bias between training and test sets in a limited mammography dataset
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10849231/?tool=EBI
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AT jeffreyrmarks classificationperformancebiasbetweentrainingandtestsetsinalimitedmammographydataset
AT eshelleyhwang classificationperformancebiasbetweentrainingandtestsetsinalimitedmammographydataset
AT larsjgrimm classificationperformancebiasbetweentrainingandtestsetsinalimitedmammographydataset