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RSMOTE: improving classification performance over imbalanced medical datasets

INTRODUCTION: Medical diagnosis is a crucial step for patient treatment. However, diagnosis is prone to bias due to imbalanced datasets. To overcome the imbalanced dataset problem, simple minority oversampling technique (SMOTE) was proposed that can generate new synthetic samples at data level to cr...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Health Inf Sci Syst
Egile Nagusiak: Naseriparsa, Mehdi, Al-Shammari, Ahmed, Sheng, Ming, Zhang, Yong, Zhou, Rui
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Springer International Publishing 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7292850/
https://ncbi.nlm.nih.gov/pubmed/32549976
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13755-020-00112-w
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