Heart Sound Classifier

Heart Sound Classification demo as explained in the Machine Learning eBook, but now expanded to demonstrate Wavelet scattering

Version 1.6.0 (8.19 MB)
12.3K Downloads
(25)
10 Oct 2019
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Cite As

Bernhard Suhm (2026). Heart Sound Classifier (https://se.mathworks.com/matlabcentral/fileexchange/65286-heart-sound-classifier), MATLAB Central File Exchange. Retrieved .

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General Information

MATLAB Release Compatibility

  • Compatible with R2016b and later releases

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.6.0

- Moved hyperparameter tuning and cost matrices into the Classification Learner
- Added "bonus" section applying Wavelet scattering
- Fixed problem caused by 'binnedX' field introduced in R2019a
- Converted paths to be compatible with MacOS and Linux
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1.5.0

Updated version to exactly match the exampled used for the "Advanced Machine Learning" eBook after obtaining permission to use code authored by a third party.
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1.4.0

Fixed bugs uncovered by hanspeter
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1.3.0

Actually use version without the signal_entropy feature
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1.2.0

Removed reference to signal_entropy.m, which was owned by someone outside MathWorks.
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