Dataset | Classifier | Sequence | ACC (%) | TPR | FPR | Recall (%) | FDR (%) | FNR (%) | AUC |
---|---|---|---|---|---|---|---|---|---|
CVLAB campus sequences | M-class SVM | S1:Cv0 | 100 | 1.00 | 0.00 | 100 | 0.00 | 0.00 | 1.00 |
S1:Cv1 | 100 | 1.00 | 0.00 | 100 | 0.00 | 0.00 | 1.00 | ||
S2:Cv2 | 98.70 | 0.98 | 0.01 | 98.00 | 2.00 | 1.30 | 0.99 | ||
KNN | S1:Cv0 | 98.20 | 0.98 | 0.01 | 98.25 | 1.75 | 1.80 | 0.98 | |
S2:Cv1 | 99.00 | 0.99 | 0.01 | 99.15 | 0.85 | 1.00 | 0.98 | ||
S2:Cv2 | 96.90 | 0.96 | 0.03 | 97.00 | 3.00 | 3.10 | 0.96 | ||
EBT | S1:Cv0 | 99.90 | 0.99 | 0.00 | 100 | 0.00 | 0.10 | 1.00 | |
S2:Cv1 | 99.70 | 0.99 | 0.00 | 100 | 0.00 | 0.30 | 0.99 | ||
S2:Cv2 | 98.10 | 0.98 | 0.01 | 98.20 | 1.80 | 1.90 | 0.99 | ||
CVLAB passageway sequences | M-class SVM | S1:Cv0 | 100 | 1.00 | 0.00 | 100 | 0.00 | 0.00 | 1.00 |
S2:Cv1 | 100 | 1.00 | 0.00 | 100 | 0.00 | 0.00 | 1.00 | ||
S2:Cv2 | 98.70 | 0.98 | 0.01 | 98.00 | 2.00 | 1.90 | 0.99 | ||
KNN | S1:Cv0 | 98.20 | 0.98 | 0.01 | 98.25 | 1.70 | 1.80 | 0.98 | |
S2:Cv1 | 99.00 | 0.98 | 0.01 | 99.15 | 0.85 | 1.00 | 0.99 | ||
S2:Cv2 | 96.90 | 0.96 | 0.03 | 97.00 | 3.00 | 3.10 | 0.96 | ||
EBT | S1:Cv0 | 100 | 1.00 | 0.00 | 100 | 0.00 | 0.00 | 1.00 | |
S2:Cv1 | 99.80 | 0.99 | 0.00 | 100 | 0.00 | 0.20 | 0.99 | ||
S2:Cv2 | 98.10 | 0.98 | 0.01 | 98.00 | 2.00 | 1.90 | 0.99 |