Linear models for cost-sensitive classification
暂无分享,去创建一个
[1] Zou Peng,et al. The method for solving two types of errors in customer segmentation on unbalanced data , 2008, ICEC.
[2] Vijay S. Mookerjee,et al. Inductive Expert System Design: Maximizing System Value , 1993, Inf. Syst. Res..
[3] Michel Benaroch,et al. Adding Value to Induced Decision Trees for Time-Sensitive Data , 1997, INFORMS J. Comput..
[4] Olivier Chapelle,et al. Training a Support Vector Machine in the Primal , 2007, Neural Computation.
[5] Peter D. Turney. Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm , 1994, J. Artif. Intell. Res..
[6] Fabio Roli,et al. Cost-sensitive Learning in Support Vector Machines , 2002 .
[7] Lazaros G. Papageorgiou,et al. A mixed integer optimisation model for data classification , 2009, Comput. Ind. Eng..
[8] Kwei Tang,et al. Cost-Sensitive Decision Tree Induction with Label-Dependent Late Constraints , 2014, INFORMS J. Comput..
[9] Ian Witten,et al. Data Mining , 2000 .
[10] John M. Liittschwager,et al. Integer Programming Solution of a Classification Problem , 1978 .
[11] Ulf Brefeld,et al. Support Vector Machines with Example Dependent Costs , 2003, ECML.
[12] Emilio Carrizosa,et al. Two-group classification via a biobjective margin maximization model , 2006, Eur. J. Oper. Res..
[13] Xiaoqing Ding,et al. Face Detection Based on Cost-Sensitive Support Vector Machines , 2002, SVM.
[14] S. M. Bajgier,et al. AN EXPERIMENTAL COMPARISON OF STATISTICAL AND LINEAR PROGRAMMING APPROACHES TO THE DISCRIMINANT PROBLEM , 1982 .
[15] Parag C. Pendharkar,et al. DEA based dimensionality reduction for classification problems satisfying strict non-satiety assumption , 2011, Eur. J. Oper. Res..
[16] P. Pendharkar,et al. Misclassification cost minimizing fitness functions for genetic algorithm-based artificial neural network classifiers , 2009, J. Oper. Res. Soc..
[17] T. W. Anderson,et al. An Introduction to Multivariate Statistical Analysis , 1959 .
[18] Frederick S. Hillier,et al. Introduction to Operations Research and Revised CD-ROM 8 , 2005 .
[19] Sudhir Nanda,et al. A misclassification cost-minimizing evolutionary–neural classification approach , 2006 .
[20] Paul A. Rubin,et al. Heuristic solution procedures for a mixed‐integer programming discriminant model , 1990 .
[21] Antonie Stam,et al. A mixed integer programming algorithm for minimizing the training sample misclassification cost in two-group classification , 1997, Ann. Oper. Res..
[22] Sudhir Nanda,et al. Linear models for minimizing misclassification costs in bankruptcy prediction , 2001, Intell. Syst. Account. Finance Manag..
[23] A. Stam,et al. Classification performance of mathematical programming techniques in discriminant analysis: Results for small and medium sample sizes , 1990 .