An Automatic Classification of COVID with J48 and Simple K-Means using Weka

  • A.Prabhu Chakkaravarthy, R.Pugalenthi, J.Ramya, J.Dhanalakshmi

Abstract

Corona virus ailment 2019 (COVID-19) is an enticing disease caused by corona virus 2 (SARS-CoV-2), an severe, serious respiratory disorder. It was first recognized in Wuhan, the capital of China's Hubei province, in December 2019, and has since spread all inclusively, contributing to an advancing pandemic. Starting on 4 May 2020, more than 3.52 million cases across 187 nations and territories have been accounted for, resulting in more than 248,000 transfers. Compare and analyze the related and the planned research. The proposed work provides the classification report with basic measures, including grouping and clustering. Here the analysis of J48 and Simple K Means is used to distinguish the functions. The simulation tests the correct diagnosis confirm the accuracy values for Classifying Date wise up to 99.63% and for Classifying State wise 96.27%.

Keywords: Covid 19, J48, Simple K-Means, Weka.

Published
2020-05-29
Section
Articles