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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