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OPTIMAL SAMPLING RATIO FOR IMBALANCED DATA

Advanced Mathematical Models & Applications
Artificial 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.
openaire   +1 more source

An overview of real‐world data sources for oncology and considerations for research

Ca-A Cancer Journal for Clinicians, 2022
Lynne Penberthy   +2 more
exaly  

Analysis of some sex ratio data

Annals of Human Genetics, 1963
openaire   +2 more sources

Innovations in research and clinical care using patient‐generated health data

Ca-A Cancer Journal for Clinicians, 2020
H S L Jim   +2 more
exaly  

Colorectal cancer statistics, 2017

Ca-A Cancer Journal for Clinicians, 2017
Rebecca L Siegel   +2 more
exaly  

Some thoughts on health surveillance data, race, and population categorization

Ca-A Cancer Journal for Clinicians, 2016
Otis W Brawley
exaly  

Data envelopment analysis models for ratio data

Mehdi Soltanifar   +3 more
openaire   +1 more source

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