In recent years, data mining techniques have been implemented in different fields like marketing, science, tour &
travel, electronic commerce but it also has an impact in the field of education. So mining of Educational data is known as
Educational Data Mining. Nowadays, this field has emerged as a new trend in the market. It focuses on the learning patterns
followed by students, their academic performance and their level of programming skills. To upgrade performance of students in
academics and predicting their learning behavior and to retain their failure intensity Multi-Class Classification technique is
applied.