SMOTE (Synthetic Minority Over-Sampling Technique)

Versione 1.0.0.0 (6,38 KB) da Manohar
The SMOTE function takes the feature vectors with dimension(r,n) and the target class with dimension
3.8
(11)
7,4K download
Aggiornato 29 ott 2012

Visualizza la licenza

The SMOTE (Synthetic Minority Over-Sampling Technique) function takes the feature vectors with dimension(r,n) and the target class with dimension(r,1) as the input.
And returns final_features vectors with dimension(r',n) and the target class with dimension(r',1) as the output.

Implementation based on :
N. Chawla, K. Bowyer, L. Hall, and W. Kegelmeyer. Smote: synthetic minority over-sampling technique. Arxiv preprint arXiv:1106.1813, 2011.

Cita come

Manohar (2025). SMOTE (Synthetic Minority Over-Sampling Technique) (https://it.mathworks.com/matlabcentral/fileexchange/38830-smote-synthetic-minority-over-sampling-technique), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2010b
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
Tag Aggiungi tag

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

SMOTE/

Versione Pubblicato Note della release
1.0.0.0