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 Data linearity using Kernel PCA with Performance Evaluation of Random Forest for training data: A machine learning approach Subject The topic of the resource Kernel PCA; Machine Learning; Random Forest Description An account of the resource In this study, Kernel Principal Component Analysis is applied to understand and visualize non-linear variation patterns by inverse mapping the projected data from a high-dimensional feature space back to the original input space. Performance Evaluation of Random Forest on various data sets has been compared to understand accuracy and various statistical measures of interest. 2016 IEEE. Creator An entity primarily responsible for making the resource Biju V.G.; Prashant C.M. Source A related resource from which the described resource is derived 2016 International Conference on Computer Communication and Informatics, ICCCI 2016 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 2016-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICCCI.2016.7479924" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICCCI.2016.7479924</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978112696&amp;doi=10.1109%2FICCCI.2016.7479924&amp;partnerID=40&amp;md5=1e6fe1a84c9ccec0e36723cbc207a61b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978112696&amp;doi=10.1109%2fICCCI.2016.7479924&amp;partnerID=40&amp;md5=1e6fe1a84c9ccec0e36723cbc207a61b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-146736679-3 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 Biju V.G., Dept. of Computer Science and Engineering, Christ University Faculty of Engineering, Bangalore, India; Prashant C.M., Dept. of Computer Science and Engineering, Sapthagiri College of Engineering, Bangalore, India