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:45 - 2 self

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122 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
32 Simplifying Decision Trees: A Survey – Leonard A. Breslow, David W. Aha - 1996
222 A System for Induction of Oblique Decision Trees – Sreerama K. Murthy, Simon Kasif, Steven Salzberg - 1994
6 Anytime learning of decision trees – Saher Esmeir, Shaul Markovitch, Claude Sammut
9 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
16 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
79 The Power of Decision Tables – Ron Kohavi - 1995
775 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997
7 Top-Down Induction of Decision Trees Classifiers -- A Survey – Lior Rokach , Oded Maimon - 2002
515 Irrelevant Features and the Subset Selection Problem – George H. John, Ron Kohavi, Karl Pfleger - 1994
1 Lookahead and Pathology – Sreerama Murthy - 1995
84 A Survey of Decision Tree Classifier Methodology – S. Rasoul Safavian, David Landgrebe - 1991
94 Wrappers For Performance Enhancement And Oblivious Decision Graphs – Ron Kohavi, Yoav Shoham, Jerry Friedman - 1995
4 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