Table 2.
FIX classification accuracy tested by leave-one-out (LOO) in thirty anesthetized macaque data. Abbreviations: TPR=true positive rate of signal components and TNR=true negative rate of true artefact components.
FIX threshold | 1 | 2 | 5 | 10 | 20 | 30 | 40 | 50 |
---|---|---|---|---|---|---|---|---|
TPR (mean) | 99.9 | 99.9 | 99.5 | 99.5 | 99.5 | 99.0 | 98.6 | 98.1 |
TNR (mean) | 94.1 | 95.9 | 97.5 | 98.1 | 98.6 | 99.0 | 99.4 | 99.5 |
TPR (median) | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
TNR (median) | 95.5 | 96.6 | 97.7 | 98.2 | 98.7 | 100 | 100 | 100 |