Dynamic Recognition of Driver’s Propensity Based on GPS Mobile Sensing Data and Privacy Protection

Table 4

Final validation results of 20 drivers.

Driver number	Model validation results (accuracy rate)	Psychological test results
36	Conservative type (71.6%)	76 (conservative type)
22	Common type (70.6%)	50 (common type)
7	Conservative type (70.3%)	72 (conservative type)
35	Conservative type (70.2%)	73 (conservative type)
25	Common type (71.7%)	53 (common type)
48	Common type (70.6%)	65 (common type)
49	Conservative type (70.3%)	80 (conservative type)
14	Radical type (71.6%)	40 (radical type)
2	Common type (70.6%)	61 (common type)
16	Conservative type (71.6%)	76 (conservative type)
24	Radical type (71.3%)	46 (radical type)
11	Common type (70.9%)	61 (common type)
21	Radical type (71.1%)	43 (radical type)
39	Common type (72.0%)	54 (common type)
10	Common type (71.2%)	53 (common type)
17	Radical type (71%)	46 (radical type)
45	Conservative type (70.5%)	75 (conservative type)
9	Conservative type (71.5%)	73 (conservative type)
5	Radical type (71.3%)	40 (radical type)
12	Common type (70.3%)	47 (common type)