Table 1.
Human | Machine | Fusion method | |||||||
---|---|---|---|---|---|---|---|---|---|
HDCA | XD+BLDA | CSP+BLDA | BTN | TAG | LR | FI | WAS | FDMF | |
Mean | 0.645 | 0.711 | 0.616 | 0.640 | 0.828 | 0.844 | 0.855 | 0.860 | 0.896 |
Std | 0.050 | 0.045 | 0.049 | 0.066 | 0.020 | 0.020 | 0.015 | 0.020 | 0.024 |
StatisticalTest | + | + | + | + | + | + | + | + | N/A |
H, HDCA; X, XD+BLDA; C, CSP+BLDA.
The symbol + refers to a situation in which the average accuracy of the proposed FDMF is significantly different compared to a comparative model suggested by post-hoc comparisons (Paired t-test, p < 0.05). Bold value indicates the best performance.