Classifier | dataset | TP | FN | TN | FP | Ï• | TPR | TNR | BM | MCC | Â | Â |
(a) Relative CM | ||||||||||||
A | 1 | 0.35 | 0.15 | 0.35 | 0.15 | 0.5 | 0.7 | 0.7 | 0.4 | 0.4 | Â | Â |
A | 2 | 0.035 | 0.015 | 0.665 | 0.285 | 0.05 | 0.7 | 0.7 | 0.4 | 0.2 | Â | Â |
B | 1 | 0.40 | 0.10 | 0.40 | 0.10 | 0.5 | 0.8 | 0.8 | 0.6 | 0.6 | Â | Â |
B | 2 | 0.04 | 0.01 | 0.76 | 0.19 | 0.05 | 0.8 | 0.8 | 0.6 | 0.3 | Â | Â |
Classifier | dataset | TP | FN | TN | FP | ϕ | TPR | TNR | BM | MCC | n+ | n– |
(b) Exemplary CM for a sample size of 200 | ||||||||||||
A | 1 | 70 | 30 | 70 | 30 | 0.5 | 0.7 | 0.7 | 0.4 | 0.4 | 100 | 100 |
A | 2 | 7 | 3 | 133 | 57 | 0.05 | 0.7 | 0.7 | 0.4 | 0.2 | 10 | 190 |
B | 1 | 80 | 20 | 80 | 20 | 0.5 | 0.8 | 0.8 | 0.6 | 0.6 | 100 | 100 |
B | 2 | 8 | 2 | 152 | 38 | 0.05 | 0.8 | 0.8 | 0.6 | 0.3 | 10 | 190 |