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artainmo / total_perspective_vortex

42 school project. Process EEG datas by cleaning, extracting, creating a ML pipeline implementing a dimensionality reduction algorithm before finding the right classifier and handling a real time data-stream with sklearn.
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Classification algorithm #7

Closed artainmo closed 1 year ago

artainmo commented 1 year ago

Predict what kind of motion is done from previously processed EEG datas.

Research the different sklearn classification algorithms and choose one to use in this project.

Write code in training.py.

Use a training, validation and test dataset.

On test dataset you need at least 60% mean accuracy.

artainmo commented 1 year ago

Use cross_val_score to evaluate model.