View Heart Sound Classification (public)
- Summary
Classify real heart audio (also known as “beat classification”) into one of four(three) categories for Dataset A(B).
- License
- CC-BY-SA 3.0
- Tags
- Input format
Real heart audio of different types.
- Output format
A specific category from Dataset A or B.
- Performance Measure
- Accuracy
- Type
- Multi Class Classification
- Data
- Record of Heart Sound
- Download
- HDF5 (9.8 KB) XML Matlab Octave
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- Input Variables
- Output Variables
- Datasplits
| Nr | Splitimage |
|---|
| Nr | Train Indices | Validation Indices | Test Indices |
|---|
We use python style indices
- Description
The task is to produce a method that can classify real heart audio (also known as “beat classification”) into one of four categories for Dataset A:
Normal Murmur Extra Heart Sound Artifact and three classes for Dataset B:
Normal Murmur Extrasystole
For the downloading of the evaluation script please go to http://www.peterjbentley.com/heartchallenge/.
- URLs
- http://www.peterjbentley.com/heartchallenge/
- Publications
- revision 1
- by Yiqi on 2012-02-03 15:43
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Acknowledgements
This project is supported by PASCAL (Pattern Analysis, Statistical Modelling and Computational Learning)
http://www.pascal-network.org/.