The main concept of this research paper, is to improve the students performance in an efficient way by using Classification Technique in Data Mining. The concept of Decision Tree which integrates with the classification technique helps to achieve the goal by extracting the discovery of knowledge from the end semester mark. The inclusion of extracurricular activities makes to gain more knowledge along with the End semester Mark. This technique is one of the ways to improve performance of the students in education.