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 Game Rules Prediction Winning Strategies Using Decision Tree Algorithms Subject The topic of the resource Batsman; Clustering; Indian Premiere League; Profiling; Sport Description An account of the resource With the availability of extensive data spanning over the years, sports have become an emerging field of research. The application of analytics in cricket has become prominent over the years. Cricket, the most loved sport in India, draws the attention of fans worldwide. The Indian Premier League is no exception. Created in 2008, this franchise-based T20 format of cricket has gripped the attention of cricket enthusiasts. With ardent fans cheering for their favorite teams, teams have mounting pressure to maintain their winning streak. One such team is the beloved Chennai Super Kings. Statistical techniques for winner prediction have become popular over the last decade. In this study, we try to frame decision rules for IPL teams to win a series using the CART algorithm. By considering Chennai Super Kings, this study aims to understand the criteria for winning and identify potential weaknesses, allowing the team to predict the likelihood of winning the IPL series. 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG. Creator An entity primarily responsible for making the resource Mansurali A.; Harish V.; Hussain S.; Sharma R. Source A related resource from which the described resource is derived Communications in Computer and Information Science, Vol-1742 CCIS, pp. 12-23. 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 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-031-23647-1_2" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-031-23647-1_2</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146703191&amp;doi=10.1007%2F978-3-031-23647-1_2&amp;partnerID=40&amp;md5=03fb8ac11dae7fb0ba1bf93398a89df5" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146703191&amp;doi=10.1007%2f978-3-031-23647-1_2&amp;partnerID=40&amp;md5=03fb8ac11dae7fb0ba1bf93398a89df5</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 18650929; ISBN: 978-303123646-4 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 Mansurali A., School of Business and Management, Christ University, Bangalore, India; Harish V., PSG Institute of Management PSG College of Technology, Coimbatore, India; Hussain S., School of Business and Management, Christ University, Bangalore, India; Sharma R., Himalayan School of Management Studies, Swami Rama Himalayan University, Dehradun, India