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Comparison of AUROC, TP and FP statistics for change-point detection based on a single brain region. The TP and FP rates are computed using a significance threshold θ0 = 1.65 (i.e., P < 0.05).
| AUROC | TP | FP | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Session | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | |||
| Method | |||||||||||||||
|
single ensemble |
0.79 | 0.78 | 0.97 | 0.93 | 77% | 70% | 100% | 92% | 33% | 27% | 24% | 19% | |||
| 0.85 | 0.91 | 0.98 | 0.94 | 77% | 78% | 100% | 100% | 13% | 9% | 24% | 15% | ||||
