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SMOTE-over-Sampling

version 1.0.0 (56.2 KB) by Abhishek Gupta
This repository is for MATLAB code for balancing of multiclass data by SMOTE

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Updated 16 Feb 2019

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This repository is for MATLAB code for balancing of multiclass data by SMOTE. This is the MATLAB implementation of Synthetic Minority Oversampling Technique (SMOTE) to balance the unbalanced data. The paper followed for this is https://arxiv.org/pdf/1106.1813.pdf. We have updated this work for multiclass dataset.

Cite As

Abhishek Gupta (2020). SMOTE-over-Sampling (https://www.github.com/earthat/SMOTE-over-Sampling), GitHub. Retrieved .

Comments and Ratings (4)

michio

Thank you for the nice work. It would be great if you could provide the working code on a sample dataset.

michio

MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux