Stress is the root causes of every internal problem. There are numerous ways to describe the stress situation, which has been show to have a negative impact on the human body. Hence, stress has a server impact on the life of a working professional due to advanced prospects of the operation, time, it promotes depression and anxiety traps. We use a brain signal for dissection of stress. We introduced a noisy data with smoothing wind empirical function to overcome the threat of over fitting in prognosticate target variables. SVM methods were independently trained, tested, and redounded into certain accuracy.