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Medical Data is an abundant source of information for research. Enormous quantity of data is available but is put to use in merely diagnostic procedure. Researchers are now spotlighting their interest in the medical field. This paper focuses on the misdiagnosis attribute that is often ignored but may lead to exact cause of disease and thus result in fine diagnosis in the patient.

Iterative Pattern Matching using K- nn and Lazy Bayesian Rule