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 A Comparative Study in Predictive Analytic Frameworks in Big Data Description An account of the resource Every information processing sector uses predictive analytic framework in terms of distributed datasets through a variety of applications. These analytic frameworks are effectively used for various analyses of data, parameter, and attributes. Leveraging data to make insightful decisions for maximizing the effectiveness requires the determination of the best predictive framework for any organization. Even a retail unit which wants to scale up its production rely on multiple parameters. These parameters must be analyzed for effective quality control in any domain. Since there are diversities in every domain the data will be in varied form, and these are accumulated as Big Data. These analyses are done using machine learning frameworks. The strategy involved would differ from one domain to another such as in the health care sector the framework might predict the magnitude of patients admitted to the urgent care facility over the upcoming days whereas in the production industry the framework would align quality control measures. This article analyses a few domains and their deployed machine learning impacts in a strategic way. 2023 American Institute of Physics Inc.. All rights reserved. Creator An entity primarily responsible for making the resource Sudharson D.; Vignesh K.; Suganthi B.; Arunkkumar B.; Vijay S.; Logita S. Source A related resource from which the described resource is derived AIP Conference Proceedings, Vol-2914, No. 1 Publisher An entity responsible for making the resource available American Institute of Physics 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/10.1063/5.0175863" target="_blank" rel="noreferrer noopener">https://doi.org/10.1063/5.0175863</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85180627312&amp;doi=10.1063%2F5.0175863&amp;partnerID=40&amp;md5=1043dc9f3b03b88b03f08b384f0fe960" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85180627312&amp;doi=10.1063%2f5.0175863&amp;partnerID=40&amp;md5=1043dc9f3b03b88b03f08b384f0fe960</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 0094243X; ISBN: 978-073544770-7 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 Sudharson D., Kumaraguru College of Technology, Coimbatore, India; Vignesh K., Christ Deemed to be University, Bangalore, India; Suganthi B., RVS College of Engineering and Technology, Coimbatore, India; Arunkkumar B., Sri Krishna College of Engineering and Technology, Coimbatore, India; Vijay S., Kumaraguru College of Technology, Coimbatore, India; Logita S., Kumaraguru College of Technology, Coimbatore, India