Table 4 Average results of proposed algorithm using MSR Action dataset
Dataset | Classifier | ACC (%) | TPR | FPR | PPV (%) | FDR (%) | FNR (%) | AUC |
|---|---|---|---|---|---|---|---|---|
MSR Action dataset | M-class SVM | 100 | 0.99 | 0.00 | 99.99 | 0.00 | 0.01 | 0.99 |
K-NN | 95.70 | 0.96 | 0.03 | 95.15 | 4.86 | 4.30 | 0.96 | |
EBT | 99.93 | 0.99 | 0.01 | 99.80 | 0.02 | 0.06 | 0.99 |