Data mining is the best tool for process of discovering interesting result or patterns in large datasets involving methods for using machine learning and statistical methods. It is an interdisciplinary or multidiciplanary subfield of computer science and analytics. Data mining is used to uncover insights such as patterns and trends, and user preferences. In this paper consider the 17 SDG dataset relating to South India, including five states, namely 1. Andhra Pradesh, 2. Karnataka, 3. Kerala, 4. Tamil Nadu, and 5. Telangana. Numerical illustrations were also provided to prove the results and discussions using the Gaussian process, linear regression, random forest, and REP tree with accuracy parameters.

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