- Partition data for cross-validation - MATLAB (mathworks.com)
- Cross-validate machine learning model - MATLAB crossval (mathworks.com)
Does Cross Validation in MATLAB shuffle my data?
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Hey!
I recently started using MATLAB and more specifically, the Statistics and Machine Learning toolbox. When choosing the Classification Learner, I can choose my Validation Scheme - when choosing Cross Validation, does MATLAB shuffle my data? Couldn't find any information about this in the docs :(
Kind regards
Dennis
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Sourav Karmakar
2022-10-13
Hi Dennis,
Yes, while applying cross-validation, the data will be suffled. The "cvpartition"/"crossval" functions define a random partition on the data set. Please refer to the following links capuring more information on this:
You can check out the link below to know more about cross validation in MATLAB: Cross-Validation - MATLAB & Simulink (mathworks.com)
I hope this information helps!
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