Analysis of Heart Diseases Dataset using Neural Network Approach

Details Analysis of Heart Diseases Dataset using Neural Network Approach Analysis of Heart Diseases Dataset using Neural Network Approach

2011-10-12

arxiv.org/abs/1110.2626v1

Computer Science

Learning

8 pages, 2 figures, 1 table; International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.1, No.5, Septembe

Scientific paper

10.5121/ijdkp.2011.1501

One of the important techniques of Data mining is Classification. Many real world problems in various fields such as business, science, industry and medicine can be solved by using classification approach. Neural Networks have emerged as an important tool for classification. The advantages of Neural Networks helps for efficient classification of given data. In this study a Heart diseases dataset is analyzed using Neural Network approach. To increase the efficiency of the classification process parallel approach is also adopted in the training phase.

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