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 Articles Article Faculty Publications -Articles 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 Supreme court dialogue classification using machine learning models Subject The topic of the resource Legal classification model; Logistic classifier; Machine learning; Natural language processing; Nae Bayes model Description An account of the resource Legal classification models help lawyers identify the relevant documents required for a study. In this study, the focus is on sentence level classification. To be more precise, the work undertaken focuses on a conversation in the supreme court between the justice and other correspondents. In the study, both the nae Bayes classifier and logistic regression are used to classify conversations at the sentence level. The performance is measured with the help of the area under the curve score. The study found that the model that was trained on a specific case yielded better results than a model that was trained on a larger number of conversations. Case specificity is found to be more crucial in gaining better results from the classifier. 2023 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Joseph T.; Adiyillam V. Source A related resource from which the described resource is derived International Journal of Electrical and Computer Engineering, Vol-13, No. 2, pp. 2350-2355. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science 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/10.11591/ijece.v13i2.pp2350-2355" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijece.v13i2.pp2350-2355</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143883789&amp;doi=10.11591%2Fijece.v13i2.pp2350-2355&amp;partnerID=40&amp;md5=c95eba95b95d0ef8fed3a6a5ad5cf1ea" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143883789&amp;doi=10.11591%2fijece.v13i2.pp2350-2355&amp;partnerID=40&amp;md5=c95eba95b95d0ef8fed3a6a5ad5cf1ea</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 20888708 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Joseph T., Department of Computer Science, Christ (Deemed to be University), Bengaluru, India; Adiyillam V., Department of Computer Science, Christ (Deemed to be University), Bengaluru, India