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 Analytical Results of Heart Attack Prediction Using Data Mining Techniques Subject The topic of the resource Classification; Heart Attack Prediction; K-Means; Knn; Linear Regression; Logistic Regression; Machine Learning; Random Forest Classifier; Regression; Supervised Algorithms; Unsupervised Algorithms Description An account of the resource In the modern era of living a fast lifestyle, people are not more conscious of their food eating and lifestyle. Due to these reasons, the chances of having a cardiac-related disease have risen drastically. This paper has studied the various supervised and unsupervised machine learning algorithms in comparative methods with best accuracy. Models like classification algorithms, regression algorithms, and clustering algorithms have been used for this paper. This research paper majorly focuses on patients with certain medical attributes that indicate a higher risk of heart disease. The model almost gives a good accuracy for all the regression and classification models when compared to the clustering models. Among all the algorithms, random forest and decision tree gives better accuracy 2023 IEEE. Creator An entity primarily responsible for making the resource Abhijith S.; Mishra S.; Prathap B. Source A related resource from which the described resource is derived Proceedings of IEEE InC4 2023 - 2023 IEEE International Conference on Contemporary Computing and Communications Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/InC457730.2023.10263275" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/InC457730.2023.10263275</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174692382&amp;doi=10.1109%2FInC457730.2023.10263275&amp;partnerID=40&amp;md5=502fd9e64a33bb094e639bb30cb88ebe" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174692382&amp;doi=10.1109%2fInC457730.2023.10263275&amp;partnerID=40&amp;md5=502fd9e64a33bb094e639bb30cb88ebe</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835033577-4 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 Abhijith S., CHRIST(Deemed to Be University), Department of Computer Science and Engineering, Bangalore, India; Mishra S., CHRIST(Deemed to Be University), Department of Computer Science and Engineering, Bangalore, India; Prathap B., CHRIST(Deemed to Be University), Department of Computer Science and Engineering, Bangalore, India