FlukeAndFeather / stickleback

Automated behavioral event detection in bio-logging data.
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Internal cross validation for fitting global model #2

Closed FlukeAndFeather closed 3 years ago

FlukeAndFeather commented 3 years ago

The local probability peak characteristics used for fitting the global model are in-sample predictions, so they're optimistic. In turn, the global model makes very conservative predictions on novel data, exacerbating the false negative rate.