Research Article

Support Vector Machine for Behavior-Based Driver Identification System

Table 1

Test results using different preprocessing methods.

Number of errors Number of errors Average success rate
(authorized driver) (unauthorized drivers)

FFT 22 46 80.46%
PCA 39 82 65.23%
ICA 47 79 63.79%