For Every Generalization Action, Is There Really An Equal And Opposite Reaction? Analysis of the Conservation Law for Generalization Performance (1995)

Cached

Download Links

by R. Bharat Rao , Diana Gordon , William Spears
Venue:Proceedings of the Twelfth International Conference on Machine Learning
Citations:40 - 0 self

Documents Related by Co-Citation

144 A conservation law for generalization performance – C Schaffer - 1994
4902 C4.5: Programs for Machine Learning – R Quinlan - 1993
3866 Classification of Regression Trees – L Breiman, J Friedman, R Olshen, C Stone - 1984
3331 Induction of Decision Trees – J. R. Quinlan - 1986
744 The CN2 Induction Algorithm – Peter Clark , Tim Niblett - 1989
671 A theory and methodology of inductive learning – R S Michalski - 1983
1051 Instance-based learning algorithms – David W. Aha, Dennis Kibler, Marc K. Albert - 1991
119 Overfitting Avoidance as Bias – Cullen Schaffer - 1992
2855 UCI repository of machine learning databases [http://www.ics.uci.edu/∼mlearn/mlrepository.html – C Blake, C Merz - 1998
143 Concept learning and the problem of small disjuncts – Robert C. Holte, Liane E. Acker, Bruce W. Porter - 1989
57 Exploring the decision forest: An empirical investigation of Occam’s razor in decision tree induction – Patrick M. Murphy, Michael J. Pazzani - 1994
853 Learning logical definitions from relations – J. R. Quinlan - 1990
434 Very simple classification rules perform well on most commonly used datasets – Robert C. Holte - 1993
2704 Learning internal representations by error propagation – David E Rumelhart, Geoffrey Hinton, Ronald Williams - 1986
202 Boolean feature discovery in empirical learning – Giulia Pagallo, David Haussler - 1990
186 The Need for Biases in Learning Generalizations – Tom M. Mitchell - 1980
25 What should be minimized in a decision tree – Usama M Fayyad, Keki B Irani - 1990
172 Bias plus variance decomposition for zero-one loss functions – Ron Kohavi - 1996
749 A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection – Ron Kohavi - 1995