LOTUS: An Algorithm for Building Accurate and Comprehensible Logistic Regression Trees
暂无分享,去创建一个
[1] Nellie Clarke Brown. Trees , 1896, Savage Dreams.
[2] W. G. Cochran. Some Methods for Strengthening the Common χ 2 Tests , 1954 .
[3] P. Armitage. Tests for Linear Trends in Proportions and Frequencies , 1955 .
[4] H. Akaike. A new look at the statistical model identification , 1974 .
[5] P. McCullagh,et al. Generalized Linear Models , 1992 .
[6] David W. Hosmer,et al. Applied Logistic Regression , 1991 .
[7] P. McCullagh,et al. Generalized Linear Models, 2nd Edn. , 1990 .
[8] Daryl Pregibon,et al. Tree-based models , 1992 .
[9] J. R. Quinlan. Learning With Continuous Classes , 1992 .
[10] John A. Nelder,et al. Generalized linear models. 2nd ed. , 1993 .
[11] P. Chaudhuri,et al. Piecewise polynomial regression trees , 1994 .
[12] W. Loh,et al. Generalized regression trees , 1995 .
[13] Sholom M. Weiss,et al. Rule-based Machine Learning Methods for Functional Prediction , 1995, J. Artif. Intell. Res..
[14] Calvin L. Williams,et al. Modern Applied Statistics with S-Plus , 1997 .
[15] W. Loh,et al. SPLIT SELECTION METHODS FOR CLASSIFICATION TREES , 1997 .
[16] Christopher M. Bishop,et al. Classification and regression , 1997 .
[17] Chap T. Le,et al. Applied Categorical Data Analysis , 1998 .
[18] Marcia M. A. Schafgans. Ethnic wage differences in Malaysia: parametric and semiparametric estimation of the Chinese–Malay wage gap , 1998 .
[19] Dan Steinberg,et al. THE HYBRID CART-LOGIT MODEL IN CLASSIFICATION AND DATA MINING , 1998 .
[20] Shinichi Morishita,et al. On Classification and Regression , 1998, Discovery Science.
[21] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[22] J. R. Koehler,et al. Modern Applied Statistics with S-Plus. , 1996 .
[23] Paul D. Allison,et al. Logistic Regression Using the SAS System : Theory and Application , 1999 .
[24] J. Brian Gray,et al. Applied Regression Including Computing and Graphics , 1999, Technometrics.
[25] Hyunjoong Kim,et al. Classification Trees With Unbiased Multiway Splits , 2001 .
[26] Eric R. Ziegel,et al. Generalized Linear Models , 2002, Technometrics.
[27] W. Loh,et al. REGRESSION TREES WITH UNBIASED VARIABLE SELECTION AND INTERACTION DETECTION , 2002 .
[28] Jeffrey S. Simonoff,et al. Tree Induction Vs Logistic Regression: A Learning Curve Analysis , 2001, J. Mach. Learn. Res..
[29] J. Moake,et al. This article has been cited by other articles , 2003 .
[30] Wei-Yin Loh,et al. A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms , 2000, Machine Learning.
[31] Eibe Frank,et al. Logistic Model Trees , 2003, Machine Learning.
[32] Zuhair Bandar,et al. Genetic tuning of fuzzy inference within fuzzy classifier systems , 2006, Expert Syst. J. Knowl. Eng..