Research Article
A New Approach to Detect Epileptic Seizures in Electroencephalograms Using Teager Energy
Table 2
Descriptive results of ROC analysis using TE, HFD, and SampEn for discriminating normal and seizure groups (classification problem-1) for
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| | Nonlinear method | AUC | Optimum threshold | Average sensitivity % | Average specificity % | Average precision % | Average accuracy % |
| | TE | 1.0000 | 3.1937 | 100.0 | 100.0 | 100.0 | 100.0 | | HFD | 0.9875 | 1.1069 | 98.5 | 98.5 | 98.5 | 98.5 | | SampEn | 0.9969 | 1.0378 | 99.3 | 100.0 | 100.0 | 99.6 |
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