NeuroSyd / seizure-prediction-CNN

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Feedback on a new dataset #12

Open rajatanand86 opened 1 year ago

rajatanand86 commented 1 year ago

Hi I have been able to successfully reproduce the accuracy of CHBMIT patient 20 dataset. Now, I am trying this algorithm on a new dataset. But able to get 0.45 area under roc curve. Some details on dataset. ictal_X[0].shape=(126, 1, 22, 55, 114) len(ictal_X)=9 interictal_X[0].shape=(1543, 1, 22, 55, 114) len(interictal_X)=6 In the sampling_CHBMIT.csv, I have kept ictal_ovl=1 and intericatl_unspl=1 to get above stats. (need your feedback on this as I dont know how to set this up)

Would be great to get guidance on how to improve roc.