Confusing label-noise generator
Version 1.0.0 (2.37 KB) by
Hao-Chiang Shao
This function aims to generate (confusing) noisy labels for datum with equivocal features.
This function aims to generate (confusing) noisy labels for datum with equivocal features. We simply identify "equivocal" probability vectors based on the differece between the top-1 and top-2 probability values and then swap the label of them.
This code is a supplemental material for our IEEE T-MM submission, entitled "Ensemble Learning with Manifold-Based DataSplitting for Noisy Label Correction"
Cite As
Hao-Chiang Shao (2024). Confusing label-noise generator (https://www.mathworks.com/matlabcentral/fileexchange/99714-confusing-label-noise-generator), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Created with
R2021b
Compatible with any release
Platform Compatibility
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Version | Published | Release Notes | |
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1.0.0 |