Weighted SMOTE Algorithm: A Tool To Improve Disease Prediction With Imbalanced Data
Author:
Affiliation:
1. National Tsing Hua University,Institute of NanoEngineering and MicroSystems,Hsinchu,Taiwan,30013
2. National Taiwan University Hospital,Department of Surgery,Taipei City,Taiwan,100225
Funder
Ministry of Science and Technology
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10226627/10226615/10226703.pdf?arnumber=10226703
Reference6 articles.
1. A pilot study for the prediction of liver function related scores using breath biomarkers and machine learning
2. Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals;boyd;Machine Learning and Knowledge Discovery in Databases,2013
3. FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
4. Rapid “Breath-Print” of Liver Cirrhosis by Proton Transfer Reaction Time-of-Flight Mass Spectrometry. A Pilot Study.
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