In the aforementioned experiment, sliding window technique (see section IV.B) was used to train prediction algorithms. In this technique, window size is one the most important factors that has a significant impact on the prediction accuracy. Thus, to improve prediction results, we have analyzed the influence of sliding window size on prediction accuracy as a part of our experiment.