The Scientific World Journal / 2014 / Article / Tab 4

Research Article

Color Face Recognition Based on Steerable Pyramid Transform and Extreme Learning Machines

Table 4

Comparison of parameter adjusting time and testing time of k-NN, FNN, SVM, and ELM: the AR database.

Parameter adjusting time (s)Testing time (s)Best parametersParameter adjusting time (s)Testing time (s)Best parameters

k-NN4.30.12 10.270.38
SVM1190.28(21, 2−10)508.121.157(21, 2−10)
ELM12.790.034 82.540.080
FNN18750.028 114940.032

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