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. Author manuscript; available in PMC: 2020 Oct 16.
Published in final edited form as: Proc COMPSAC. 2020 Sep 22;2020:664–673. doi: 10.1109/COMPSAC48688.2020.0-182

Table VIII.

Results for 4-second segments using an Adversarial Multitask CNN/LSTM with Randomly Rearranged, Randomly Rescaled Channels Each Minibatch

Seizure
Weight
Session
Weight
AUC Sens. Spec. F1
Score
Session
Ident.
50 −1 0.711 0.712 0.800 0.601 0.545
25 −1 0.746 0.719 0.844 0.644 0.482
10 −1 0.755 0.596 0.894 0.613 0.437
5 −1 0.718 0.662 0.832 0.598 0.358