Litcius/Paper detail

A hybrid sampling algorithm combining M-SMOTE and ENN based on Random forest for medical imbalanced data

Zhaozhao Xu, Derong Shen, Tiezheng Nie, Yue Kou

2020Journal of Biomedical Informatics295 citationsDOI

Topics & Concepts

Random forestComputer scienceOversamplingSampling (signal processing)Artificial intelligenceData miningIdentification (biology)AlgorithmStatistical classificationPattern recognition (psychology)Machine learningFilter (signal processing)Computer networkBandwidth (computing)BiologyBotanyComputer visionImbalanced Data Classification TechniquesArtificial Intelligence in HealthcareElectricity Theft Detection Techniques