{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:44:25Z","timestamp":1758267865454,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319257822"},{"type":"electronic","value":"9783319257839"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-25783-9_33","type":"book-chapter","created":{"date-parts":[[2015,11,7]],"date-time":"2015-11-07T01:25:39Z","timestamp":1446859539000},"page":"366-375","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["How to Evaluate Three-Way Decisions Based Binary Classification?"],"prefix":"10.1007","author":[{"given":"Xiuyi","family":"Jia","sequence":"first","affiliation":[]},{"given":"Lin","family":"Shang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,11,8]]},"reference":[{"key":"33_CR1","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1016\/j.patrec.2005.10.010","volume":"27","author":"T Fawcett","year":"2006","unstructured":"Fawcett, T.: An introduction to ROC analysis. Pattern Recogn. Lett. 27, 861\u2013874 (2006)","journal-title":"Pattern Recogn. Lett."},{"key":"33_CR2","doi-asserted-by":"crossref","unstructured":"Gu, Q., Zhu, L., Cai, Z.H.: Evaluation measures of the classification performance of imbalanced data sets. In: Proceedings of the 4th International Symposium on Computational Intelligence and Intelligent Systems, pp. 461\u2013471 (2009)","DOI":"10.1007\/978-3-642-04962-0_53"},{"key":"33_CR3","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.ins.2012.07.010","volume":"219","author":"XY Jia","year":"2013","unstructured":"Jia, X.Y., Liao, W.H., Tang, Z.M., Shang, L.: Minimum cost attribute reduction in decision-theoretic rough set models. Inf. Sci. 219, 151\u2013167 (2013)","journal-title":"Inf. Sci."},{"key":"33_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1007\/978-3-662-44680-5_5","volume-title":"Transactions on Rough Sets XVIII","author":"X Jia","year":"2014","unstructured":"Jia, X., Shang, L.: Three-Way Decisions Versus Two-Way Decisions on Filtering Spam Email. In: Peters, J.F., Skowron, A., Li, T., Yang, Y., Yao, J.T., Nguyen, H.S. (eds.) Transactions on Rough Sets XVIII. LNCS, vol. 8449, pp. 69\u201391. Springer, Heidelberg (2014)"},{"key":"33_CR5","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.knosys.2015.05.017","volume":"80","author":"XY Jia","year":"2015","unstructured":"Jia, X.Y., Shang, L., Zhou, B., Yao, Y.Y.: Generalized attribute reduct in rough set theory. Knowl.-Based Syst. 80, 67\u201377 (2015). doi:10.1016\/j.knosys.2015.05.017","journal-title":"Knowl.-Based Syst."},{"issue":"1","key":"33_CR6","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1016\/j.ijar.2013.02.010","volume":"55","author":"XY Jia","year":"2014","unstructured":"Jia, X.Y., Tang, Z.M., Liao, W.H., Shang, L.: On an optimization representation of decision-theoretic rough set model. Int. J. Approximate Reasoning 55(1), 156\u2013166 (2014)","journal-title":"Int. J. Approximate Reasoning"},{"key":"33_CR7","doi-asserted-by":"crossref","unstructured":"Li, W., Miao, D.Q., Wang, W.L., Zhang, N.: Hierarchical rough decision theoretic framework for text classification. In: Proceedings of the 9th IEEE International Conference on Cognitive Informatics, pp. 484\u2013489 (2010)","DOI":"10.1109\/COGINF.2010.5599692"},{"key":"33_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1007\/978-3-642-41299-8_32","volume-title":"Rough Sets and Knowledge Technology","author":"W Li","year":"2013","unstructured":"Li, W., Huang, Z., Jia, X.: Two-phase classification based on three-way decisions. In: Lingras, P., Wolski, M., Cornelis, C., Mitra, S., Wasilewski, P. (eds.) RSKT 2013. LNCS, vol. 8171, pp. 338\u2013345. Springer, Heidelberg (2013)"},{"key":"33_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/978-3-642-41299-8_31","volume-title":"Rough Sets and Knowledge Technology","author":"H Li","year":"2013","unstructured":"Li, H., Zhou, X., Huang, B., Liu, D.: Cost-sensitive three-way decision: a sequential strategy. In: Lingras, P., Wolski, M., Cornelis, C., Mitra, S., Wasilewski, P. (eds.) RSKT 2013. LNCS, vol. 8171, pp. 325\u2013337. Springer, Heidelberg (2013)"},{"issue":"4","key":"33_CR10","doi-asserted-by":"publisher","first-page":"415","DOI":"10.3233\/FI-2013-889","volume":"126","author":"HX Li","year":"2013","unstructured":"Li, H.X., Zhou, X.Z., Zhao, J.B., Liu, D.: Non-monotonic attribute reduction in decision-theoretic rough sets. Fundamenta Informaticae 126(4), 415\u2013432 (2013)","journal-title":"Fundamenta Informaticae"},{"key":"33_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1007\/978-3-319-11740-9_74","volume-title":"Rough Sets and Knowledge Technology","author":"D Liu","year":"2014","unstructured":"Liu, D., Liang, D.: An overview of function based three-way decisions. In: Miao, D., Pedrycz, W., Slezak, D., Peters, G., Hu, Q., Wang, R. (eds.) RSKT 2014. LNCS, vol. 8818, pp. 812\u2013823. Springer, Heidelberg (2014)"},{"key":"33_CR12","doi-asserted-by":"publisher","unstructured":"Liu, D., Liang, D.C., Wang, C.C.: A novel three-way decision model based on incomplete information system. Knowl.-Based Syst. (2015). doi:10.1016\/j.knosys.2015.07.036","DOI":"10.1016\/j.knosys.2015.07.036"},{"key":"33_CR13","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1016\/j.ipm.2009.03.002","volume":"45","author":"M Sokolova","year":"2009","unstructured":"Sokolova, M., Lapalme, G.: A systematic analysis of performance measures for classification tasks. Inf. Process. Manag. 45, 427\u2013437 (2009)","journal-title":"Inf. Process. Manag."},{"issue":"3","key":"33_CR14","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/j.ins.2009.09.021","volume":"180","author":"YY Yao","year":"2010","unstructured":"Yao, Y.Y.: Three-way decisions with probabilistic rough sets. Inf. Sci. 180(3), 341\u2013353 (2010)","journal-title":"Inf. Sci."},{"issue":"6","key":"33_CR15","doi-asserted-by":"publisher","first-page":"1080","DOI":"10.1016\/j.ins.2010.11.019","volume":"181","author":"YY Yao","year":"2011","unstructured":"Yao, Y.Y.: The superiority of three-way decisions in probabilistic rough set models. Inf. Sci. 181(6), 1080\u20131096 (2011)","journal-title":"Inf. Sci."},{"issue":"1","key":"33_CR16","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/TFUZZ.2014.2360548","volume":"23","author":"JT Yao","year":"2015","unstructured":"Yao, J.T., Azam, N.: Web-based medical decision support systems for three-way medical decision making with game-theoretic rough sets. IEEE Trans. Fuzzy Syst. 23(1), 3\u201315 (2015)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"33_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1007\/978-3-319-08644-6_16","volume-title":"Rough Sets and Current Trends in Computing","author":"H Yu","year":"2014","unstructured":"Yu, H., Zhang, C., Hu, F.: An incremental clustering approach based on three-way decisions. In: Cornelis, C., Kryszkiewicz, M., \u015al\u0229zak, D., Ruiz, E.M., Bello, R., Shang, L. (eds.) RSCTC 2014. LNCS, vol. 8536, pp. 152\u2013159. Springer, Heidelberg (2014)"},{"key":"33_CR18","doi-asserted-by":"crossref","unstructured":"Zhou, B., Yao, Y.Y., Luo, J.G.: Cost-sensitive three-way email spam filtering. J. Intell. Inf. Syst. 42(1), 19\u201345 (2014)","DOI":"10.1007\/s10844-013-0254-7"}],"container-title":["Lecture Notes in Computer Science","Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-25783-9_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T15:08:20Z","timestamp":1700233700000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-25783-9_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319257822","9783319257839"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-25783-9_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"8 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}