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 Exploring Machine Learning Models to Predict the Diamond Price: A Data Mining Utility Using Weka Subject The topic of the resource Diamonds; M5P; Machine Learning Classifiers; REP Trees and Data Mining; Weka Description An account of the resource In contrast to gold and platinum, whose values may be fairly determined, determining a diamond's worth involves a far more complex set of considerations. The appropriate rate is based on many factors, not just one of the stones. Diamonds are graded based on their appearance, carat weight, cut quality, and how well they have presented dimensions like a table's surface, depth, and breadth. In order to accurately forecast diamond prices, this study seeks to develop the most effective approaches possible. Different machine learning classifiers are trained on the diamond dataset to forecast diamond prices based on the features. This article shows how to analyze diamond prices using WEKA's data mining software. Diamond data have been utilized for this study. These methods include M5P, Random Forest, Multilayer perceptron, Decision Stump, REP Trees, and M5Rules. For the purpose of estimating the cost of a diamond, different Machine Learning classifiers are compared and contrasted. Performance measures and analysis showed that Random Forest was the best-performing classifier. Experimental findings show, as shown by the coefficient of correlation that Random Forest is better than other classification methods. 2023 IEEE. Creator An entity primarily responsible for making the resource Amzad Basha M.S.; Martha Sucharitha M.; Devi A.U.; Ashok M.; Oveis P.M. Source A related resource from which the described resource is derived 2023 9th International Conference on Advanced Computing and Communication Systems, ICACCS 2023, pp. 1870-1877. 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/ICACCS57279.2023.10112851" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICACCS57279.2023.10112851</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159759512&amp;doi=10.1109%2FICACCS57279.2023.10112851&amp;partnerID=40&amp;md5=6c631cc0867d58c451f9af2b29e04c1e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159759512&amp;doi=10.1109%2fICACCS57279.2023.10112851&amp;partnerID=40&amp;md5=6c631cc0867d58c451f9af2b29e04c1e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835039737-6 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 Amzad Basha M.S., Gandhi Institute of Technology and Management (Deemed to be University), GITAM School of Business, Bengaluru, India; Martha Sucharitha M., Deemed to be University, Department of Professional Studies Christ, Bengaluru, India; Devi A.U., SRM Valliammai Engineering College, Department of Management Studies, Chengalpattu, India; Ashok M., Rajalakshmi Institute of Technology, Department of Computer Science and Engineering, Chennai, India; Oveis P.M., Gandhi Institute of Technology and Management (Deemed to be University), GITAM School of Business, Bengaluru, India