SVM Classification on Dataset II AD, FTD & HC
54.8AccuracyHeat-EV
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Heat-EVtype=model-based, time/samp. [s]=0.042026.06 | 54.8 | 42.7 | 51.8 | |
| Heat-2Rtype=model-based, time/samp. [s]=0.032026.06 | 53.5 | 45.3 | 50.4 | |
| Cohtype=frequency-domain, time/samp. [s]=1.052026.06 | 52.5 | 40.5 | 48.8 | |
| ICohtype=frequency-domain, time/samp. [s]=0.962026.06 | 52.4 | 37.2 | 48.3 | |
| AECtype=frequency-domain, time/samp. [s]=0.302026.06 | 52.3 | 39 | 48 | |
| MItype=information-theoretic, time/samp. [s]=37.682026.06 | 51.8 | 50 | 49.4 | |
| Heat-2type=model-based, time/samp. [s]=0.032026.06 | 50.9 | 42.5 | 48.1 | |
| PLItype=frequency-domain, time/samp. [s]=0.312026.06 | 49.4 | 35.9 | 45 | |
| PLVtype=frequency-domain, time/samp. [s]=0.172026.06 | 48.2 | 37.2 | 43.2 | |
| wPLItype=frequency-domain, time/samp. [s]=0.522026.06 | 47.1 | 36.4 | 44.4 | |
| Correlationtype=time-domain, time/samp. [s]=0.042026.06 | 46.8 | 35.6 | 41.5 | |
| Grangertype=causal, time/samp. [s]=13.602026.06 | 45.2 | 33.6 | 39.8 |