Abstract
Due to technological advancements in the field of computer science and data warehousing techniques. The healthcare industry ranging from small clinics to large hospital campuses use Content management system which has made the storage and accessing of data a faster option. But these large amounts of data generated are regrettably not mined and the data remains unexploited. Through this research we aim to demonstrate the use of Data Mining algorithm by using python programming language in order to create a desktop-based application which will cater to our aim. This Paper will analyze the performance by comparing the metrics of data analysis like accuracy, precision and recall in order introducing our software solution which tries to be more accurate than the work previously done on Cleveland, VA Hungarian data sets taken from UCI repository [1].
Highlights
Heart Disease is defined as the conglomeration of symptoms and diseases that affects the heart and blood vessel of the human body
Cardiovascular disease basically affects the heart and the blood streams in a manner dependent on the factor through which blood is pumped into the body
As we stated in our aim we are aiming to predict on the possibility i.e. whether a person is suffering from heart disease or not
Summary
Heart Disease is defined as the conglomeration of symptoms and diseases that affects the heart and blood vessel of the human body. Cardiovascular disease basically affects the heart and the blood streams in a manner dependent on the factor through which blood is pumped into the body. Contraction of coronary arteries results in reduced supply of blood and oxygen supply to the heart affecting it severely [2]. The research by Deeanna Kelley [3] states that conventionally reducing the intake of dietary fatty acids was recommended to prevent any cardiovascular disease it is not advisable to do so because the effect of fatty acids (cholesterol) have different effect on lifestyles of different body. The likelihood of being prone to heart attack can be determined by a person‟s habit and the information about the essential vitals of body which are likely to affect his heart
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