{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T12:43:25Z","timestamp":1767703405698},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540390909"},{"type":"electronic","value":"9783540390916"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11846406_6","type":"book-chapter","created":{"date-parts":[[2006,9,7]],"date-time":"2006-09-07T15:27:18Z","timestamp":1157642838000},"page":"45-52","source":"Crossref","is-referenced-by-count":9,"title":["On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks"],"prefix":"10.1007","author":[{"given":"Fabrice","family":"Colas","sequence":"first","affiliation":[]},{"given":"Pavel","family":"Brazdil","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"6_CR1","doi-asserted-by":"crossref","unstructured":"Rogati, M., Yang, Y.: High-performing feature selection for text classification. In: 11th International Conference on Information and Knowledge Management, pp. 659\u2013661 (2002)","DOI":"10.1145\/584792.584911"},{"key":"6_CR2","unstructured":"Yang, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In: 14th International Conference on Machine Learning, pp. 412\u2013420 (1997)"},{"key":"6_CR3","volume-title":"Machine Learning","author":"T.M. Mitchell","year":"1997","unstructured":"Mitchell, T.M.: Machine Learning. McGraw-Hill, New York (1997)"},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Making large-scale support vector machine learning practical. In: Advances in Kernel Methods: Support Vector Machines (1998)","DOI":"10.7551\/mitpress\/1130.003.0015"},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"Dumais, S., Platt, J., Heckerman, D., Sahami, M.: Inductive learning algorithms and representations for text categorization. In: 7th International Conference on Information and Knowledge Management, pp. 148\u2013155 (1998)","DOI":"10.1145\/288627.288651"},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Yang, Y., Liu, X.: A re-examination of text categorization methods. In: 22nd International Conference on Research and Development in Information Retrieval, pp. 42\u201349 (1999)","DOI":"10.1145\/312624.312647"},{"key":"6_CR7","unstructured":"Zhang, T., Oles, F.J.: Text categorization based on regularized linear classification methods. Information Retrieval, 5\u201331 (2001)"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"F\u00fcrnkranz, J.: Pairwise classification as an ensemble technique. In: 13th European Conference on Machine Learning, pp. 97\u2013110 (2002)","DOI":"10.1007\/3-540-36755-1_9"},{"key":"6_CR9","unstructured":"McCallum, A.K.: Bow: A toolkit for statistical language modeling, text retrieval, classification and clustering (1996), http:\/\/www.cs.cmu.edu\/~mccallum\/bow"},{"key":"6_CR10","doi-asserted-by":"crossref","unstructured":"Yang, Y.: An evaluation of statistical approaches to text categorization. Information Retrieval, 69\u201390 (1999)","DOI":"10.1023\/A:1009982220290"},{"key":"6_CR11","unstructured":"McCallum, A., Nigam, K.: A comparison of event models for naive bayes text classification. In: AAAI 1998 Workshop on Learning for Text Categorization (1998)"},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Daelemans, W., Hoste, V., Meulder, F.D., Naudts, B.: Combined optimization of feature selection and algorithm parameters in machine learning of language. In: 14th European Conference of Machine Learning, pp. 84\u201395 (2003)","DOI":"10.1007\/978-3-540-39857-8_10"},{"key":"6_CR13","doi-asserted-by":"crossref","unstructured":"Yang, Y.: A scalability analysis of classifiers in text categorization. In: 26th International Conference on Research and Development in Information Retrieval (2003)","DOI":"10.1145\/860435.860455"}],"container-title":["Lecture Notes in Computer Science","Text, Speech and Dialogue"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11846406_6.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T19:48:58Z","timestamp":1683575338000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11846406_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540390909","9783540390916"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/11846406_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}