Decision Trees

Design of decision trees using class-dependent feature subsets

Kazuaki Aoki, Toshiharu Watanabe, and Mineichi Kudo

Syst Comp Jpn, 36(4): 37-47, 2005 Get Paper

Use of Classification Regression Tree in Predicting Oral Absorption in Humans

Jane P. F. Bai, Andrey Utis, Gordon Crippen, Han-Dan He, Volker Fischer, Robert Tullman, He-Qun Yin, Cheng-Pang Hsu, Lan Jiang, and Kin-Kai Hwang

J. Chem. Inf. Comput. Sci., 44 (6), 2061 -2069, 2004 Get Paper

An introduction to decision tree modeling

Anthony J. Myles, Robert N. Feudale, Yang Liu, Nathaniel A. Woody, Steven D. Brown

J. Chemom., 18(6), 275-285, 2004. Get Paper

Random Forest: A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong, J. Christopher Culberson, Robert P. Sheridan, and Bradley P. Feuston

J. Chem. Inf. Comput. Sci., 43 (6), 1947 -1958, 2003. Get Paper

Decision Forest: Combining the Predictions of Multiple Independent Decision Tree Models

Weida Tong, Huixiao Hong, Hong Fang, Qian Xie, and Roger Perkins

J. Chem. Inf. Comput. Sci., 43 (2), 525 -531, 2003. Get Paper

The effects of pruning methods on the predictive accuracy of induced decision trees

Floriana Esposito, Donato Malerba, Giovanni Semeraro, and Valentina Tamma

Appl Stoch Model Bus Ind, 15 (4), 277-299, 1999 Get Paper