Table 2. Performance metrics for different classes.
Metrics | Glioma | Meningioma | No tumor | Pituitary |
---|---|---|---|---|
TP | 131 | 125 | 53 | 108 |
FP | 2 | 7 | 5 | 0 |
TN | 291 | 295 | 371 | 323 |
FN | 7 | 5 | 2 | 0 |
TPR | 0.95 | 0.96 | 0.96 | 1.00 |
TNR | 0.99 | 0.98 | 0.99 | 1.00 |
PPV | 0.98 | 0.95 | 0.91 | 1.00 |
NPV | 0.98 | 0.98 | 0.99 | 1.00 |
FNR | 0.05 | 0.04 | 0.04 | 0.00 |
FPR | 0.01 | 0.02 | 0.01 | 0.00 |
FDR | 0.02 | 0.05 | 0.09 | 0.00 |
FOR | 0.02 | 0.02 | 0.01 | 0.00 |
LdRo+ | 139.07 | 41.48 | 72.47 | undefined |
LdRo- | 0.05 | 0.04 | 0.04 | 0.00 |
PT | 0.08 | 0.13 | 0.11 | 0.00 |
TS | 0.94 | 0.91 | 0.88 | 1.00 |
Pe | 0.32 | 0.30 | 0.13 | 0.25 |
AC | 0.98 | 0.97 | 0.98 | 1.00 |
BA | 0.97 | 0.97 | 0.98 | 1.00 |
F1 | 0.97 | 0.95 | 0.94 | 1.00 |
MCC | 0.95 | 0.93 | 0.93 | 1.00 |
FM | 0.97 | 0.95 | 0.94 | 1.00 |
BM | 0.94 | 0.94 | 0.95 | 1.00 |
MK | 0.96 | 0.93 | 0.91 | 1.00 |
DOR | 2,722.93 | 1,053.57 | 1,966.30 | undefined |