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a Mechanical Engineering Department, KPR Institute of Engineering and Technology, Coimbatore, India b Mechanical Engineering Department, GKM College of Engineering and Technology, Tamilnadu, India c Department of Ancient Science, Faculty of Science, Tamil University, Thanjavur, Tamilnadu, India d Periyar Maniammai Institute of Science and Technology, Tamilnadu, India e University College of Engineering (BIT-Campus), Trichy, Tamilnadu, India

K-nearest neighbour technique for the effective prediction of refrigeration parameter compatible for automobile