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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.

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Updated 23 Sep 2021

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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 (2021). 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
Windows macOS Linux
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