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. 2017 Jun 20;11:332. doi: 10.3389/fnins.2017.00332

Table 1.

Area (Az) under the receiver operating characteristic (ROC) curve of comparative models.

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.