A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection (1995)

by Ron Kohavi
Venue:INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE
Citations:749 - 12 self

Active Bibliography

25 Small Sample Statistics for Classification Error Rates I: Error Rate Measurements – J. Kent Martin, D. S. Hirschberg - 1996
107 Wrappers For Performance Enhancement And Oblivious Decision Graphs – Ron Kohavi, Yoav Shoham, Jerry Friedman - 1995
15 Evaluating Machine Learning Models for Engineering Problems – Yoram Reich, S. V. Barai - 1999
100 The Power of Decision Tables – Ron Kohavi - 1995
4 On the Development of Inductive Learning Algorithms: Generating Flexible and Adaptable Concept Representations – Ricardo Vilalta - 1998
146 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
408 Supervised and unsupervised discretization of continuous features – James Dougherty, Ron Kohavi, Mehran Sahami - 1995
unknown title – unknown authors - 1996
1 Evaluation and Analysis of Supervised Learning Algorithms and Classifiers – Niklas Lavesson, Niklas Lavesson, Niklas Lavesson, Niklas Lavesson
54 Further Experimental Evidence against the Utility of Occam's Razor – Geoffrey I. Webb - 1996
52 Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology – Ron Kohavi , Dan Sommerfield - 1995
MLC++ Utilities 2.0 – Ronny Kohavi, Dan Sommerfield - 1996
361 Toward optimal feature selection – Daphne Koller, Mehran Sahami - 1995
91 MultiBoosting: A Technique for Combining Boosting and Wagging – Geoffrey I. Webb - 2000
2 Conservation of Generalization: A Case Study – Cullen Schaffer - 1995
13 Pruning decision trees and lists – Eibe Frank - 2000
2 KNOWLEDGE MANAGEMENT, DATA MINING, AND TEXT MINING IN MEDICAL INFORMATICS – Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman
96 Lazy Decision Trees – Jerome H. Friedman, Ron Kohavi, Yeogirl Yun - 1996