The Impact of the Non-Intellectual Factors on Students’ Educational Performance Using Data Mining Techniques.

Abstract

this study has been incorporated to investigate the data mining techniques that is regression analysis, here. In this study researcher has applied multiple regression. For this study, researcher had prepared a structured questionnaire for collecting data from students of class XI to make predict the educational performance of students of class X. Here, the researcher has basically seven hypotheses and three objectives that is to identified impact of factors, to know about importance of dependent and independent factors, to measure the impact of factors on the educational performance of the students. By applying multiple regression researcher comes to know that there is significant impact of independent variables on the dependent variable that is score or the educational performance of the students. A regression applied by researcher, Formula: y = m_x1 + m_x2+ m_x3+m_x4+m_x5+m_x6+m_x7+ b after applying formula researcher comes to know some positive impact of independent variables on the performance and some positive impact of independent variables on the educational performance of the students.