Outlier-robust extreme learning machine for regression problems

An extension of extreme learning machine (ELM).
1,4K download
Aggiornato 27 ott 2015

Visualizza la licenza

Handling data containing outliers for regression and binary classification by extreme learning machine.
The objective is to minimize a combination of L1-norm loss function and L2-norm output weights.
For more details, please refer to the paper "Zhang K, Luo M. Outlier-robust extreme learning machine for regression problems[J]. Neurocomputing, 2015, 151: 1519-1527.".

Cita come

Kai Zhang (2025). Outlier-robust extreme learning machine for regression problems (https://it.mathworks.com/matlabcentral/fileexchange/50877-outlier-robust-extreme-learning-machine-for-regression-problems), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2014a
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
Categorie
Scopri di più su Statistics and Machine Learning Toolbox in Help Center e MATLAB Answers

Community Treasure Hunt

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

Start Hunting!
Versione Pubblicato Note della release
2.0.0.0

update to v2.0

1.1.0.0

Add screenshot.

1.0.0.0