Linear Regression, Random Forest, CART-Deep Understanding Of Prediction Algorithms With Numerical Examples And Case Studies.

Dr.Velliangiri Sarveshwaran earned his Bachelor’s degree in Computer Science and Engineering from Anna University, Chennai, and completed his Master's in Computer Science and Engineering at Karpagam University, Coimbatore, followed by a Doctor of Philosophy in Information and Communication Engineering from Anna University, Chennai. Presently, he holds the position of Post-Doctoral Research Fellow in the Department of Computer Science and Information Engineering at National Chung Cheng University, Chiayi, Taiwan. He is a senior member of both the Institute of Electrical and Electronics Engineers (IEEE) and the International Association of Engineers (IAENG). Dr.Velliangiri conducts reviews for IEEE Transactions, Elsevier, Springer, Inderscience, and other reputable Scopus-indexed journals, specializing in Blockchain, Security and Privacy and Optimization techniques. With over 50 publications in SCI Indexed journals and presentations at more than 30 International conferences, he is actively engaged as a technical program committee member and conference chair at numerous international events. Furthermore, Dr. Sarveshwaran has edited and authored books published by esteemed publishers such as Elsevier, Springer, River, and CRC Press Publishers. He serves as the series editor of 'Artificial Intelligence for Sustainability' at CRC Press, Taylor and Francis Group, in addition to holding positions as Area Editor at the EAI Endorsed Journal of Energy (Scopus) and Academic Editor at the Journal of Wireless Communication and Mobile Computing (Scopus, SCI) with Hindawi Publishers. His significant contributions to the field were recognized by Stanford University in 2023, where he was ranked in the Top 2% of Scientists globally in the field of 'Artificial Intelligence & Image Processing, Information & Communication Technology' based on his research publications in this domain.