Table 5: Performance comparison of threshold estimation algorithms on Lab C data only (122 ABR waveforms from 2 mice).
This table presents a side-by-side comparison of two threshold estimation algorithms: EPL-ABR and ABRA. The metrics used for comparison include Accuracy, True Positive Rate (TPR), False Positive Rate (FPR), and the ability to estimate thresholds within 5dB, 10dB, and 15dB. The values are presented as mean (± standard error). ABRA demonstrates superior or equal performance (green cells/bolded) in terms of accuracy, TPR, FPR, and estimating thresholds within 5, 10, or 15dB.
Metric \ Software | EPL-ABR | ABRA |
---|---|---|
Accuracy | 95.08 (±1.958)% | 96.72 (±1.612)% |
True Positive Rate | 95.56 (±2.172)% | 97.78 (±1.554)% |
False Positive Rate | 6.25 (±4.279)% | 6.25 (±4.279)% |
Within 5dB | 91.67 (±7.979)% | 100.00 (±0.0)% |
Within 10dB | 100.00 (±0.0)% | 100.00 (±0.0)% |
Within 15dB | 100.00 (±0.0)% | 100.00 (±0.0)% |