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Feature extraction

Feature extraction functions

The main entry point for extracting all features in extractFeatures. In general, this is the only function you need to call.

See the documentation in the functions for more details.

Unit tests

Unit tests are located in the test directory. You can run all the tests by running runtests in MATLAB while in the test directory. You must run pathSetup first because some tests use the bandpassFilter function.

For more information on running class-based unit tests, see Mathwork's documentation.

Precomputing features on the dataset

Features are computed for the entire training, validation, and training sets using precomputeTrainingFeatures, precomputeValidationFeatures, and precomputeTestingFeatures, respectively. Computing the features in batch is much faster than doing it every time in other functions later on.