A Metaheuristic Approach to Map Driving Pattern for Analyzing Driver Behavior Using Big Data Analysis

Table 5

Detailing time complexity comparison.

Methods/number of records	Time complexity impact in milliseconds (ms)					DMIFC
	SVM	CS-PCA	HDP	GA-FCM	FLFS-OSNCA
30 drivers	11.6	9.1	6.3	5.3	4.7	4.1
50 drivers	14.4	13.4	8.8	6.6	5.2	4.8
100 drivers	17.2	15.2	10.3	8.5	7.1	6.1