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kdmalc / fl-gestures

Develop a personalized sequential federated learning algorithm for real-time gesture classification
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Create manual train/test split #2

Closed kdmalc closed 1 month ago

kdmalc commented 1 month ago

Train/test split should be done manually, with no shuffling, and break up dataset on the basis of 1) holding out 1-2 users, 2) holding out half of the gestures for 1-2 (other) users, and 3) holding out half of each gesture (or rather half of the trials for a given gesture) for 1-2 users.

Which users are chosen for the test split probably will greatly influence the results......

Also include a val split? ...

kdmalc commented 1 month ago

Implemented an uninformed version (just selecting a few randomly chosen users out for testing)