Lookahead and Pathology in Decision Tree Induction (1995)

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by Sreerama K. Murthy , Steven Salzberg
Venue:Proceedings of the 14th International Joint Conference on Artificial Intelligence
Citations:52 - 2 self

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146 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
38 Simplifying Decision Trees: A Survey – Leonard A. Breslow, David W. Aha - 1996
251 A System for Induction of Oblique Decision Trees – Sreerama K. Murthy, Simon Kasif, Steven Salzberg - 1994
8 Anytime learning of decision trees – Saher Esmeir, Shaul Markovitch, Claude Sammut
13 Lookahead-based Algorithms for Anytime Induction of Decision Trees – Saher Esmeir, Shaul Markovitch - 2004
1 The Value of Lookahead Feature Construction in Decision Tree Induction – Ricardo Vilalta, Gunnar Blix, Larry Rendell - 1995
7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
14 On the Complexity of Optimization Problems for 3-Dimensional Convex Polyhedra and Decision Trees – Gautam Das, Michael T. Goodrich - 1995
1 Decision Tree Construction in Fixed Dimensions: Being Global is Hard but Local Greed is Good – Michael T. Goodrich, Vincent Mirelli, Mark Orletsky, Jeffery Salowe - 1995
100 The Power of Decision Tables – Ron Kohavi - 1995
1023 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997
17 Top-Down Induction of Decision Trees Classifiers -- A Survey – Lior Rokach , Oded Maimon - 2002
594 Irrelevant Features and the Subset Selection Problem – George H. John, Ron Kohavi, Karl Pfleger - 1994
1 Lookahead and Pathology – Sreerama Murthy - 1995
102 A Survey of Decision Tree Classifier Methodology – S. Rasoul Safavian, David Landgrebe - 1991
107 Wrappers For Performance Enhancement And Oblivious Decision Graphs – Ron Kohavi, Yoav Shoham, Jerry Friedman - 1995
5 On the Difficulty of Designing Good Classifiers – Michelangelo Grigni, Vincent Mirelli, Christos, Christos H. Papadimitriou - 1996
Induction of Shallow Decision Trees – David Dobkin, Truxton Fulton, Dimitrios Gunopulos, Simon Kasif, Steven Salzberg
1 Design and Evaluation of the RISE 1.0 Learning System – Pedro Domingos, Pedro Domingos - 1994