Brain Informatics

Table 5 Training results accuracy with filtered and unfiltered samples

From: Automated seizure diagnosis system based on feature extraction and channel selection using EEG signals

Model	Accuracy [un-filtered data]	Accuracy [filtered data]
SVM	81.3	83.2
Ensemble	80.1	82.8
KNN	83.3	84.8
LDA	81.3	82.8
Logistic regression	80.9	84.8
Decision tree	78.1	82.4
Naïve Bayes	75.2	80.4

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