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 Performance analysis of different classifier for remote sensing application Subject The topic of the resource Multispectral data; Pixel-based; Remote Sensing; Support Vector Machines Description An account of the resource The classification of remotely sensed data on thematic map is a challenging task from very long time and it is also a goal of todays remote sensing because of complexity level of earth surface and selection of suitable classification technique. Hence selection of best classification technique in remote sensing will give better result. Classification of remotely sensed data is an important task within the domain of remote sensing and it is outlined as processing technique that uses a systematic approach to group the pixels into different classes. In this study, we have classified the multispectral data of Udupi district, Karnataka, India using different classifier including Support Vector Machine (SVM), Maximum Likelihood, Minimum Distance and Mahalanobis Distance classifier. The data of dimension 3980x3201 pixels are collected from a Landsat-3 satellite. Performance of the each classifier is compared by conducting accuracy assessment test and Kappa analysis. The obtained results shows that SVM will give accuracy of 95.35% and kappa value of 0.9408 respectively when compared other classifier, hence effectiveness of SVM is a good choice for classifying remotely sensed data. BEIESP. Creator An entity primarily responsible for making the resource Mahendra H.N.; Mallikarjunaswamy S.; Rekha V.; Puspalatha V.; Sharmila N. Source A related resource from which the described resource is derived International Journal of Engineering and Advanced Technology, Vol-9, No. 1, pp. 7153-7158. Publisher An entity responsible for making the resource available Blue Eyes Intelligence Engineering and Sciences Publication Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.35940/ijeat.A1879.109119" target="_blank" rel="noreferrer noopener">https://doi.org/10.35940/ijeat.A1879.109119</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075305709&amp;doi=10.35940%2Fijeat.A1879.109119&amp;partnerID=40&amp;md5=bcbf1edd4cf4e92cce4dabb84452b285" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075305709&amp;doi=10.35940%2fijeat.A1879.109119&amp;partnerID=40&amp;md5=bcbf1edd4cf4e92cce4dabb84452b285</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 22498958 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 Mahendra H.N., Department of ECE, JSS Academy of Technical Education, Visvesvaraya Technological University, Bangalore-560060 and Affiliated, Belagavi, Karnataka, India; Mallikarjunaswamy S., Department of ECE, JSS Academy of Technical Education, Visvesvaraya Technological University, Bangalore-560060 and Affiliated, Belagavi, Karnataka, India; Rekha V., Department of CSE, Christ University, Bangalore, India; Puspalatha V., Department of ISE, Mysore College of Engineering and Management, Mysore, India; Sharmila N., Department of EEE, RNSIT, Bangalore, India