{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,27]],"date-time":"2025-07-27T07:48:52Z","timestamp":1753602532395},"publisher-location":"Singapore","reference-count":15,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811318122"},{"type":"electronic","value":"9789811318139"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-981-13-1813-9_49","type":"book-chapter","created":{"date-parts":[[2018,10,25]],"date-time":"2018-10-25T13:28:15Z","timestamp":1540474095000},"page":"489-497","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Performance Comparison of Machine Learning Classification Algorithms"],"prefix":"10.1007","author":[{"given":"K. M.","family":"Veena","sequence":"first","affiliation":[]},{"given":"K.","family":"Manjula Shenoy","sequence":"additional","affiliation":[]},{"given":"K. B.","family":"Ajitha Shenoy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,26]]},"reference":[{"issue":"1","key":"49_CR1","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"T Cover","year":"1967","unstructured":"Cover, T., Hart, P.: Nearest neighbor pattern classification. IEEE Trans. Inf. Theory 13(1), 21\u201327 (1967)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"49_CR2","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/978-0-387-88615-2_4","volume-title":"Data Mining in Agriculture","author":"A Mucherino","year":"2009","unstructured":"Mucherino, A., Papajorgji, P.J., Pardalos, P.M.: k-nearest neighbor classification. In: Mucherino, A., Papajorgji, P.J., Pardalos, P.M. (eds.) Data Mining in Agriculture, pp. 83\u2013106. Springer, New York (2009). \nhttps:\/\/doi.org\/10.1007\/978-0-387-88615-2_4"},{"key":"49_CR3","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Wadsworth and Brooks, Monterey (1984)"},{"key":"49_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1007\/978-3-319-12568-8_55","volume-title":"Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications","author":"E Unda-Trillas","year":"2014","unstructured":"Unda-Trillas, E., Rivera-Rovelo, J.: A Method to Build Classification and Regression Trees. In: Bayro-Corrochano, E., Hancock, E. (eds.) CIARP 2014. LNCS, vol. 8827, pp. 448\u2013453. Springer, Cham (2014). \nhttps:\/\/doi.org\/10.1007\/978-3-319-12568-8_55"},{"key":"49_CR5","first-page":"295","volume-title":"Classification and Regression Trees","author":"A Trendowicz","year":"2014","unstructured":"Trendowicz, A., Jeffery, R.: Classification and Regression Trees, pp. 295\u2013304. Springer, Cham (2014)"},{"key":"49_CR6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44048-4_3","volume-title":"Statistical Learning from a Regression Perspective, 129\u2013186","author":"RA Berk","year":"2016","unstructured":"Berk, R.A.: Classification and regression trees (CART). In: Berk, R.A. (ed.) Statistical Learning from a Regression Perspective, 129\u2013186. Springer, Cham (2016). \nhttps:\/\/doi.org\/10.1007\/978-3-319-44048-4_3"},{"key":"49_CR7","volume-title":"Pattern Classification","author":"RO Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley, London (2001)","edition":"2"},{"key":"49_CR8","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1007\/978-0-387-30164-8_576","volume-title":"Encyclopedia of Machine Learning","author":"GI Webb","year":"2011","unstructured":"Webb, G.I.: Na\u00efve Bayes. In: Sammut, C., Webb, G.I. (eds.) Encyclopedia of Machine Learning, pp. 713\u2013714. Springer, Boston (2011). \nhttps:\/\/doi.org\/10.1007\/978-0-387-30164-8_576"},{"key":"49_CR9","unstructured":"Kotsiantis, S.B., Zaharakis, I., Pintelas, P.: Supervised machine learning: a review of classification techniques (2007)"},{"key":"49_CR10","volume-title":"Thoughtful Machine Learning: A Test-Driven Approach","author":"M Kirk","year":"2014","unstructured":"Kirk, M.: Thoughtful Machine Learning: A Test-Driven Approach. O\u2019Reilly Media, Inc., Newton (2014)"},{"key":"49_CR11","first-page":"223","volume-title":"A User\u2019s Guide to Support Vector Machines","author":"A Ben-Hur","year":"2010","unstructured":"Ben-Hur, A., Weston, J.: A User\u2019s Guide to Support Vector Machines, pp. 223\u2013239. Humana Press, Totowa (2010)"},{"key":"49_CR12","volume-title":"Statistical Learning Theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik, V.N., Vapnik, V.: Statistical Learning Theory, vol. 1. Wiley, New York (1998)"},{"key":"49_CR13","first-page":"255","volume-title":"Advances in Kernel Methods","author":"UH-G Kre\u00dfel","year":"1999","unstructured":"Kre\u00dfel, U.H.-G.: Pairwise classification and support vector machines. In: Sch\u00f6lkopf, B., Burges, C.J.C., Smola, A.J. (eds.) Advances in Kernel Methods, pp. 255\u2013268. MIT Press, Cambridge (1999)"},{"key":"49_CR14","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/978-3-319-02300-7_2","volume-title":"Support Vector Machines Applications","author":"Z Wang","year":"2014","unstructured":"Wang, Z., Xue, X.: Multi-class support vector machine. In: Ma, Y., Guo, G. (eds.) Support Vector Machines Applications, pp. 23\u201348. Springer, Cham (2014). \nhttps:\/\/doi.org\/10.1007\/978-3-319-02300-7_2"},{"key":"49_CR15","unstructured":"KEEL dataset repository. \nhttp:\/\/sci2s.ugr.es\/keel\/category.php?cat=clas&order=clas#sub2\n\n. Accessed 25 Jan 2018"}],"container-title":["Communications in Computer and Information Science","Advances in Computing and Data Sciences"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-1813-9_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,10,25]],"date-time":"2018-10-25T13:44:37Z","timestamp":1540475077000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-1813-9_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9789811318122","9789811318139"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-1813-9_49","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"ICACDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Computing and Data Sciences","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dehradun","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 April 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 April 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icacds2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icacds.com","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}