A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split (1996)

Cached

Download Links

by Michael Kearns
Venue:Neural Computation
Citations:23 - 0 self

Active Bibliography

109 An experimental and theoretical comparison of model selection methods. Machine Learning 27 – Michael Kearns, Yishay Mansour Y, Andrew Y. Ng, Dana Ron Z - 1997
2322 A Decision-Theoretic Generalization of on-Line Learning and an Application to Boosting – Yoav Freund, Robert E. Schapire - 1996
723 Boosting the margin: A new explanation for the effectiveness of voting methods – Robert E. Schapire, Peter Bartlett, Yoav Freund, Wee Sun Lee - 1997
2226 The capacity of wireless networks – Piyush Gupta, P. R. Kumar - 2000
9002 The Nature of Statistical Learning Theory – Vladimir N. Vapnik - 1995
474 A tutorial on support vector regression – Alex J. Smola, Bernhard Schölkopf - 2004
554 Stacked generalization – David H. Wolpert - 1992
741 Gradient-based learning applied to document recognition – Yann Lecun, Léon Bottou, Yoshua Bengio, Patrick Haffner - 1998
531 Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms – Thomas G. Dietterich - 1998