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kdmalc / fl-gestures

Develop a personalized sequential federated learning algorithm for real-time gesture classification
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Make $B train/test split #26

Closed kdmalc closed 2 weeks ago

kdmalc commented 4 weeks ago

Randomly sample some number of template gestures (training data) and then leave the rest out as the testing data.

$B was a little different since AFAIK it didnt do a train/test split (did some kind of crossval / hold one user/template out) and was just matching incoming data to data already in the training set (doing pairwise comparison for every gesture and only works for gestures for which a template exists in the training dataset)

kdmalc commented 2 weeks ago

Did this in the template pairwise testing NBs

Train test splits need to be phased out in favor of LOUO or K-Fold Cross Val anyways