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Support Vector Machine Classification of Hypsarrhythmia
| Frequency Band | Classification Accuracy | Sensitivity | Specificity | |||
|---|---|---|---|---|---|---|
| Exponent only | Exponent and Intercept | Exponent only | Exponent and Intercept | Exponent only | Exponent and Intercept | |
| Delta | 69.1% | 91.6% | 62.95% | 91.86% | 73.77% | 91.06% |
| Theta | 77.6% | 86.8% | 67.52% | 77.30% | 85.27% | 93.37% |
| Alpha | 78.0% | 88.9% | 64.11% | 74.27% | 87.64% | 98.99% |
| Beta | 80.9% | 82.9% | 79.62% | 75.90% | 80.62% | 88.24% |
