Table 1 Simulated data: performance assessment for two different scenarios, characterized by different values of the dispersion parameter ψ
| Â | Overall | Taxa | ||||||
|---|---|---|---|---|---|---|---|---|
| Â | DMBVS | MAPBL | C&L | CORTEST | DMBVS | MAPBL | C&L | CORTEST |
ψ=0.01 |  |  |  |  |  |  |  |  |
MCC | 0.93 | 0.64 | 0.67 | 0.73 | 0.89 | 0.66 | 0.50 | 0.85 |
FNR | 0.05 | 0.10 | 0.12 | 0.31 | 0.00 | 0.46 | 0.43 | 0.02 |
FPR | 0.00 | 0.01 | 0.01 | 0.00 | 0.05 | 0.01 | 0.09 | 0.06 |
Accuracy | 1.00 | 0.99 | 0.99 | 1.00 | 0.96 | 0.91 | 0.85 | 0.95 |
ψ=0.1 |  |  |  |  |  |  |  |  |
MCC | 0.72 | 0.42 | 0.54 | 0.56 | 0.73 | 0.40 | 0.38 | 0.70 |
FNR | 0.39 | 0.58 | 0.28 | 0.63 | 0.24 | 0.73 | 0.52 | 0.37 |
FPR | 0.00 | 0.01 | 0.01 | 0.00 | 0.05 | 0.01 | 0.12 | 0.02 |
Accuracy | 1.00 | 0.99 | 0.99 | 1.00 | 0.92 | 0.86 | 0.81 | 0.92 |