Beating the Hold-Out: Bounds for K-Fold and Progressive Cross-Validation

Abstract

Article Free Access Share on Beating the hold-out: bounds for K-fold and progressive cross-validation Authors: Avrim Blum School of Computer Science, Carnegie Mellon University, Pittsburgh, PA School of Computer Science, Carnegie Mellon University, Pittsburgh, PAView Profile , Adam Kalai School of Computer Science, Carnegie Mellon University, Pittsburgh, PA School of Computer Science, Carnegie Mellon University, Pittsburgh, PAView Profile , John Langford School of Computer Science, Carnegie Mellon University, Pittsburgh, PA School of Computer Science, Carnegie Mellon University, Pittsburgh, PAView Profile Authors Info & Claims COLT '99: Proceedings of the twelfth annual conference on Computational learning theoryJuly 1999 Pages 203–208https://doi.org/10.1145/307400.307439Online:06 July 1999Publication History 91citation1,448DownloadsMetricsTotal Citations91Total Downloads1,448Last 12 Months256Last 6 weeks44 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited. To manage your alert preferences, click on the button below. Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteeReaderPDF

Cite

Text

Blum et al. "Beating the Hold-Out: Bounds for K-Fold and Progressive Cross-Validation." Annual Conference on Computational Learning Theory, 1999. doi:10.1145/307400.307439

Markdown

[Blum et al. "Beating the Hold-Out: Bounds for K-Fold and Progressive Cross-Validation." Annual Conference on Computational Learning Theory, 1999.](https://mlanthology.org/colt/1999/blum1999colt-beating/) doi:10.1145/307400.307439

BibTeX

@inproceedings{blum1999colt-beating,
  title     = {{Beating the Hold-Out: Bounds for K-Fold and Progressive Cross-Validation}},
  author    = {Blum, Avrim and Kalai, Adam and Langford, John},
  booktitle = {Annual Conference on Computational Learning Theory},
  year      = {1999},
  pages     = {203-208},
  doi       = {10.1145/307400.307439},
  url       = {https://mlanthology.org/colt/1999/blum1999colt-beating/}
}