Abstract: “Data Mining is one of the eminent research fields to find interesting trends or patterns in large datasets. In order to work with the numeric or categorical data, the classification technique suits well for analyzing and processing for wider variety of large databases. Efficiency and scalability are fundamental issues concerning data mining in large databases. This paper describes the stability and quality of quantifiable elements among the given datasets and presented the representations of AVL”

Keywords: Classification, Decision tree induction, Attribute Oriented Induction, AVL tree