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OPTIMAL SAMPLING RATIO FOR IMBALANCED DATA
Advanced Mathematical Models & ApplicationsArtificial sampling is one of the main approaches to dealing with imbalanced data. However, despite a vast amount of research on sampling techniques, there is little known about the choice of the optimal sampling ratio which can significantly improve the classification accuracy.
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An overview of real‐world data sources for oncology and considerations for research
Ca-A Cancer Journal for Clinicians, 2022Lynne Penberthy +2 more
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Innovations in research and clinical care using patient‐generated health data
Ca-A Cancer Journal for Clinicians, 2020H S L Jim +2 more
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Colorectal cancer statistics, 2017
Ca-A Cancer Journal for Clinicians, 2017Rebecca L Siegel +2 more
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Some thoughts on health surveillance data, race, and population categorization
Ca-A Cancer Journal for Clinicians, 2016Otis W Brawley
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