The experimental design of classification models: An application of recursive partitioning and bootstrapping to commercial bank loan classification Export

@article{1984_MaraisPatellWolfson, abstract = {This paper examines several issues in the experimental design and empirical testing of classification models. As an illustration, we focus on the classification of commerical bank loans. We stree the importance of and the interaction anoung three elements: the loss function associated with classification errors, the algorithm used to discriminate among or predict classifications, and the method used to estimated the expected misclassification losses achieved by various algorithms.}, author = {Marais, M. L. and Patell, J. M. and Wolfson, M. A.}, citeulike-article-id = {651892}, citeulike-linkout-0 = {http://links.jstor.org/sici?sici=0021-8456%281984%2922%3C87%3ATEDOCM%3E2.0.CO%3B2-X}, journal = {Journal of Accounting Research}, keywords = {bank, bootstrap, classification, commercial, consumer, credit, partitioning, recursive}, pages = {87--114}, posted-at = {2006-05-18 18:28:03}, priority = {0}, title = {The experimental design of classification models: An application of recursive partitioning and bootstrapping to commercial bank loan classification}, url = {http://links.jstor.org/sici?sici=0021-8456%281984%2922%3C87%3ATEDOCM%3E2.0.CO%3B2-X}, volume = {22}, year = {1984} }

TY - JOUR ID - 1984_MaraisPatellWolfson L3 - citeulike-article-id:651892 N2 - This paper examines several issues in the experimental design and empirical testing of classification models. As an illustration, we focus on the classification of commerical bank loans. We stree the importance of and the interaction anoung three elements: the loss function associated with classification errors, the algorithm used to discriminate among or predict classifications, and the method used to estimated the expected misclassification losses achieved by various algorithms. JF - Journal of Accounting Research EP - 114 TI - The experimental design of classification models: An application of recursive partitioning and bootstrapping to commercial bank loan classification VL - 22 SP - 87 KW - bank KW - bootstrap KW - classification KW - commercial KW - consumer KW - credit KW - partitioning KW - recursive AU - Marais, ML AU - Patell, JM AU - Wolfson, MA PY - 1984/// UR - http://links.jstor.org/sici?sici=0021-8456%281984%2922%3C87%3ATEDOCM%3E2.0.CO%3B2-X ER -