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

Table 2

Comparison of pattern prediction accuracy.

Methods/number of records	Impact of pattern prediction accuracy in %					DMIFC
	SVM	CS-PCA	HDP	GA-FCM	FLFS-OSNCA
30 drivers	82.2	87.3	91.1	96.1	96.8	97.1
50 drivers	85.4	89.5	93.2	97.5	97.9	98.2
100 drivers	87.4	91.3	94.1	98.1	98.4	98.7