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
Related Articles
- EP ID EP572233
- DOI -
- Views 84
- Downloads 0
A Study on Occurrence of Gastro Intestinal Disturbances Related to Cancer Therapy Among Patients with Cancer in Selected Hospitals at Mangaluru
Aim: To assess gastro intestinal disturbances related to cancer therapy among patients with cancer in selected hospital at Mangalore. Materials and methods: A descriptive design study was conducted from February 1st to F...
SENTIMENT ANALYSIS AND MACHINE LEARNING ON CLINICAL TEXT: AN OVERVIEW
This paper presents an overview of the various semantic analysis methods on clinical text and with the support of machine learning techniques will help in identification of documentation reflecting advanced health care p...
A Comparison of The Hemodynamic Effects of Lateral and Sitting Positions During Induction of pinal Anaesthesia for Cesarean Section
Objective: To compare the hemodynamic effects in patients who are given spinal anaesthesia in lateral and sitting positions during cesarean section Methods: 100 ASA II pregnant patients posted for elective Lower Segment...
COMPARATIVE STUDY OF EFFICACY OF LOCALIZATION AND FRAGMENTATION OF RENAL STONE BY USG AND FLUOROSCOPY GUIDED ESWL
A prospective study was conducted at Government Villupuram Medical College and Hospital over a period of 1 year from January 2016 to December 2016. Out of the total of 100 patients with renal stone disease 50 cases were...
Growth of Production and Employment in Manufacturing Sector of Gujarat
This paper aims to study the growth of manufacturing sector of Gujarat on the basis of production and employment as key indicators of growth from the year 1985 to 2012. For the purpose of the study available data was col...