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https://github.com/alexandrebarachant/pyRiemann

moznpan

Make the validation sets completely separate/not same sitting as the training data

2

Pulling random samples from the entire set causes over-fitting far too easily. Pulling random 10 second sessions from the sets also causes over-fitting, just to a lesser degree. Going to...

Sentdex

Some assumptions that we share are: - for similar tasks, regardless of visual stimuli, activity in the brain should fire on roughly the same channels at roughly the same rates,...

moznpan

Way to evaluate a "score" for models

1

A model's overall success is determined not just by average accuracy, because some wrong classifications are worse than others. **Example:** Target: Right Predicted: Left *is worse than:* Target: Right Predicted:...

Sentdex