Research Article

A New Approach to Detect Epileptic Seizures in Electroencephalograms Using Teager Energy

Table 5

Descriptive results of ROC analysis using TE, HFD, and SampEn for discriminating interictal and ictal groups of epileptic subjects (classification problem-4) for .

Nonlinear methodAUCOptimum thresholdAverage sensitivity %Average specificity %Average precision %Average accuracy %

TE0.99783.508299.398.296.498.5
HFD0.95331.083491.288.680.089.5
SampEn0.87000.776189.775.464.680.1