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 Prediction of Depression in Young Adults Using Supervised Learning Algorithm Subject The topic of the resource Classification; Depression; Oversampling; Random Forest Classifier; Recursive Feature Elimination Description An account of the resource Over the years, mental health has achieved an essential role in the pertinent development of a human being, and a large part of the population is affected by it. The most commonly affected community being college-going students, and the most common disorders being Anxiety and Depression. Depression is a leading cause of suicide in individuals, where suicide is the second most prevailing reason for death among 1529-year-olds. This study aims to identify the different reasons and other factors associated with depression to predict and determine whether an individual faces depressive disorders. For this research purpose, the most appropriate classifier is selected. The absolute accuracy of the proposed model is 91.17%, i.e., the model can correctly predict whether an individual has depression 91.17% of the time. 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Chakraborty A.; Shukla S. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-290, pp. 446-460. 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 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-16-4486-3_50" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-16-4486-3_50</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115086670&amp;doi=10.1007%2F978-981-16-4486-3_50&amp;partnerID=40&amp;md5=7a4a6a1b20bc400b14ff93eeb0ffe9a6" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85115086670&amp;doi=10.1007%2f978-981-16-4486-3_50&amp;partnerID=40&amp;md5=7a4a6a1b20bc400b14ff93eeb0ffe9a6</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981164485-6 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 Chakraborty A., Christ University, Bangalore, India; Shukla S., Christ University, Bangalore, India