{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:43:19Z","timestamp":1725489799769},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540425366"},{"type":"electronic","value":"9783540447955"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2001]]},"DOI":"10.1007\/3-540-44795-4_43","type":"book-chapter","created":{"date-parts":[[2007,8,15]],"date-time":"2007-08-15T06:35:10Z","timestamp":1187159710000},"page":"503-514","source":"Crossref","is-referenced-by-count":0,"title":["A Unified Framework for Evaluation Metrics in Classification Using Decision Trees"],"prefix":"10.1007","author":[{"given":"Ricardo","family":"Vilalta","sequence":"first","affiliation":[]},{"given":"Mark","family":"Brodie","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Oblinger","sequence":"additional","affiliation":[]},{"given":"Irina","family":"Rish","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2001,8,30]]},"reference":[{"key":"43_CR1","volume-title":"Classification and Regression Trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J. H., Olshen, R. A., Stone, C. J.: Classification and Regression Trees. Wadsworth, Belmont, CA (1984)."},{"key":"43_CR2","unstructured":"Fayyad, U., Irani, K. The Attribute Selection Problem in Decision Tree Generation. Conference of the American Association for Artificial Intelligence (1992), 104\u2013110."},{"key":"43_CR3","unstructured":"Hong, S. J.: Use of Contextual Information for Feature Ranking and Discretization. IEEE Transactions of Knowledge and Data Engineering (1997)."},{"key":"43_CR4","doi-asserted-by":"crossref","unstructured":"Kira, K., Rendell, L.: A practical approach to feature selection. Ninth International Workshop on Machine Learning. Morgan Kaufmann Publishers (1992), 249\u2013256.","DOI":"10.1016\/B978-1-55860-247-2.50037-1"},{"key":"43_CR5","doi-asserted-by":"crossref","unstructured":"Kononenko, I.: Estimating attributes: analysis and extensions of RELIEF. European Conference on Machine Learning. Springer Verlag (1994), 171\u2013182.","DOI":"10.1007\/3-540-57868-4_57"},{"key":"43_CR6","unstructured":"Kononenko, I: On Biases in Estimating Multi-Valued Attributes. International Joint Conference on Artificial Intelligence (1995), 1034\u20131040."},{"key":"43_CR7","doi-asserted-by":"crossref","unstructured":"Kononenko, I, Hong, S.J.: Attribute Selection for Modeling. Future Generation Computer Systems (1997).","DOI":"10.1016\/S0167-739X(97)81974-7"},{"key":"43_CR8","first-page":"25","volume":"15","author":"W.Z. Liu","year":"1994","unstructured":"Liu, W.Z., White, A.P.: The Importance of Attribute Selection Measures in Decision Tree Induction. Machine Learning (1994), 15, 25\u201341.","journal-title":"Machine Learning"},{"key":"43_CR9","first-page":"319","volume":"3","author":"J. Mingers","year":"1989","unstructured":"Mingers, J.: An Empirical Comparison of Selection Measures for Decision-Tree Induction. Machine Learning (1989), 3, 319\u2013342.","journal-title":"Machine Learning"},{"key":"43_CR10","doi-asserted-by":"crossref","unstructured":"P\u00e9rez, E., Rendell, L. A.: Using Multidimensional Projection to Find Relations, Twelfth International Conference on Machine Learning (1995), 447\u2013455.","DOI":"10.1016\/B978-1-55860-377-6.50062-1"},{"key":"43_CR11","first-page":"81","volume":"1","author":"J. R. Quinlan","year":"1986","unstructured":"Quinlan, J. R.: Induction of Decision Trees. Machine Learning (1986), 1, 81\u2013106.","journal-title":"Machine Learning"},{"key":"43_CR12","unstructured":"Quinlan, J. R.: C4.5: Programs for Machine Learning. Morgan Kaufmann (1994)."},{"key":"43_CR13","unstructured":"Quinlan, J. R.: OverSearching and Layered Search in Empirical Learning. International Joint Conference on Artificial Intelligence. Morgan Kaufmann (1995), 1019\u20131024."},{"key":"43_CR14","first-page":"321","volume":"15","author":"A.P. White","year":"1994","unstructured":"White, A.P., Liu, W.Z.: Bias in Information-Based Measures in Decision Tree Induction. Machine Learning (1994), 15, 321\u2013329.","journal-title":"Machine Learning"}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML 2001"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-44795-4_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,2]],"date-time":"2019-05-02T02:09:53Z","timestamp":1556762993000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-44795-4_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001]]},"ISBN":["9783540425366","9783540447955"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/3-540-44795-4_43","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2001]]}}}