Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Comparative Analysis of Prediction Algorithms for Heart Diseases Subject The topic of the resource Classification; Comparative analysis; Disease prediction; Heart disease prediction; Machine learning; Predictive modeling; Receiver operating characteristics curve Description An account of the resource Cardiovascular diseases (CVDs) are the leading source of demises universally: More individuals perish yearly from heart disease than due to any other reason. An estimated 17.9 million humans died from CVDs in 2016, constituting 31% of all global deaths. [1] Such high rates of death due to heart diseases have to cease. This idea can be accelerated by the prediction of risk of CVDs. If a person can be medicated much earlier, before they have any symptoms that can be far more beneficial in averting sickness. The paper strives to communicate this issue of heart diseases employing various prediction models and optimizing them for better outcomes. The accuracy of each algorithm guides to a relative enquiry of these prediction models, forming a solid base for further research, finer prognosis and detection of diabetes. 2021, Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Karun I. Source A related resource from which the described resource is derived Advances in Intelligent Systems and Computing, Vol-1158, pp. 583-591. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-15-4409-5_53" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-4409-5_53</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096493708&amp;doi=10.1007%2F978-981-15-4409-5_53&amp;partnerID=40&amp;md5=7c983ba01a3891a692432b35d647c80e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096493708&amp;doi=10.1007%2f978-981-15-4409-5_53&amp;partnerID=40&amp;md5=7c983ba01a3891a692432b35d647c80e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21945357; ISBN: 978-981154408-8 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Karun I., Department of Mathematics, Christ (Deemed to be University), Bengaluru, India