Receivers Operating Characteristics for Heart Diseases Dataset
Journal Title: PARIPEX-Indian Journal of Research - Year 2015, Vol 4, Issue 5
Abstract
Performance measure in the context like diagnosis of heart disease requires more attention by the data analytic community. Summative measures vary sometimes drastically due to variations is the distribution of instances in the underlying dataset. Here we address the problem of visualizing the sensitivity versus specificity in the graph in spite of the presence of appreciable accuracy. In this paper we establish the value of area under the ROC curve maximum around 0.9063 and the maximum accuracy 75.667% iterating over the familiar set of classifiers.
Authors and Affiliations
R. KARTHIKEYAN, A. KUMARAVEL, V. KHANAA
Keywords
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