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Improvised modern lifestyle with more fascination towards fast food causes severe anxieties over human health standards. This renders the society to visit the physicians often, which in turn generates terabytes of diagnostic data. The stored data on critical mining using algorithm provides a wealth of information to clinicians and back them to execute a better treatment. Heart disease rank's first among the charted ailments due to its life-threatening concerns. Objectives: In the present workdoi:10.31782/ijcrr.2021.13614 fatcat:eopk4leutzhv3fqazuwricnvvi