Overtaking maneuver always involved in road accidents especially a high speed overtaking maneuver. Previous research revealed that drivers behave more aggressively when behind the wheel of car, compared with non-driving situations. However, the study on driver's overtaking behavior is not easy to conduct as it is complicated. To model the behavior correctly, a good understanding of this behavior is needed. Predicting the success of a passing maneuver is complicated in that many factors play into it. These include the performance of the passing vehicle, driving style of the operator of that vehicle, volume of traffic flow in the opposing direction, and characteristics of the impeding vehicle.