From: Robust unified Granger causality analysis: a normalized maximum likelihood form
 | uGCA-TP (%) | uGCA-MIX (%) | uGCA-NML (%) | GCA (\(\alpha =0.05\)) (%) | GCA (\(\alpha =0.01\)) (%) | |
---|---|---|---|---|---|---|
Low | Â | Â | Â | Â | Â | |
 TPR | 100 | 98.678 | 100 | 100 | 100 | |
 TNR | 99.062 | 99.662 | 99.662 | 94.162 | 98.010 | |
 Ground-truth rate | 81.9 | 86.3 | 93.1 | 25.6 | 64.0 | |
Moderate | Â | Â | Â | Â | Â | |
 TPR | 100 | 98.478 | 100 | 100 | 100 | |
 TNR | 98.714 | 99.662 | 99.624 | 93.576 | 97.729 | |
 Ground-truth rate | 74.5 | 84.6 | 91.2 | 18.9 | 58.4 | |
High | Â | Â | Â | Â | Â | Â |
 TPR | 100 | 98.678 | 100 | 100 | 100 | |
 TNR | 98.410 | 99.433 | 99.371 | 93.048 | 97.148 | |
 Ground-truth rate | 69.7 | 81.7 | 87.5 | 16.0 | 52.1 |