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 Performance analysis of training algorithms of multilayer perceptrons in diabetes prediction Subject The topic of the resource Artificial Neural Network; Diabetes Mellitus; Levenberg-Marquardt; Multi Layer Perceptrons Description An account of the resource Artificial Intelligence plays a vital role in developing machines or software that can create intelligence. Artificial Neural Networks is a field of neuroscience which contributes tremendous developments in Artificial Intelligence. This paper focuses on the study of performance of various training algorithms of Multilayer Perceptrons in Diabetes Prediction. In this study, we have used Pima Indian Diabetes data set from UCI Machine Learning Repository as input dataset. The system is implemented in MatlabR2013. The Pima Indian Diabetes dataset consists of about 768 instances. The input data is the patient history and the target output is the prediction result as tested positive or tested negative. From the performance analysis, it was observed that out of all the training algorithms, Levenberg-Marquardt Algorithm has given optimal training results. 2015 IEEE. Creator An entity primarily responsible for making the resource Saji S.A.; Balachandran K. Source A related resource from which the described resource is derived Conference Proceeding - 2015 International Conference on Advances in Computer Engineering and Applications, ICACEA 2015, pp. 201-206. 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 2015-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICACEA.2015.7164695" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICACEA.2015.7164695</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947997075&amp;doi=10.1109%2FICACEA.2015.7164695&amp;partnerID=40&amp;md5=be764da9d2205eef644ebec6344e717a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84947997075&amp;doi=10.1109%2fICACEA.2015.7164695&amp;partnerID=40&amp;md5=be764da9d2205eef644ebec6344e717a</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-146736911-4 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 Saji S.A., Department of Computer Science and Engineering, Christ University, Bangalore, India; Balachandran K., Department of Computer Science and Engineering, Christ University, Bangalore, India