DOI: 10.1007/978-0-387-39940-9_565. Cross-Validation

Cross-Validation

10.1007/978-0-387-39940-9_565

Crossref book-chapter

Springer US

Encyclopedia of Database Systems (297)

Bibliography

Refaeilzadeh, P., Tang, L., & Liu, H. (2009). Cross-Validation. Encyclopedia of Database Systems, 532â538.

Authors 3

Payam Refaeilzadeh (first)
Lei Tang (additional)
Huan Liu (additional)

References 12 Referenced 1,331

Bouckaert R.R. Choosing between two learning algorithms based on calibrated tests. In Proc. 20th Int. Conf. on Machine Learning, 2003, pp. 51–58.
Dietterich T.G. Approximate statistical tests for comparing supervised classification learning algorithms. Neural Comput., 10(7):1895–1923, 1998. (10.1162/089976698300017197)
Efron B. Estimating the error rate of a prediction rule: improvement on cross-validation. J. Am. Stat. Assoc., 78:316–331,1983. (10.2307/2288636) / J. Am. Stat. Assoc. by B. Efron (1983)
Geisser S. The predictive sample reuse method with applications. J. Am. Stat. Assoc., 70(350):320–328,1975. (10.2307/2285815) / J. Am. Stat. Assoc. by S. Geisser (1975)
Kohavi R. A study of cross-validation and bootstrap for accuracy estimation and model selection. In Proc. 14th Int. Joint Conf. on AI, 1995, pp. 1137–1145.
Larson S. The shrinkage of the coefficient of multiple correlation. J. Educat. Psychol., 22:45–55, 1931. (10.1037/h0072400) / J. Educat. Psychol. by S. Larson (1931)
Liu H. and Yu L. Toward integrating feature selection algorithms for classification and clustering. IEEE Trans. Knowl. Data Eng., 17(4):491–502, 2005. (10.1109/TKDE.2005.66)
Mosteller F. and Tukey J.W. Data analysis, including statistics. In Handbook of Social Psychology. Addison-Wesley, Reading, MA, 1968. / Handbook of Social Psychology by F. Mosteller (1968)
Mosteller F. and Wallace D.L. Inference in an authorship problem. J. Am. Stat. Assoc., 58:275–309, 1963. (10.2307/2283270) / J. Am. Stat. Assoc. by F. Mosteller (1963)
Refaeilzadeh P., Tang L., and Liu H. On comparison of feature selection algorithms. In Proc. AAAI-07 Workshop on Evaluation Methods in Machine Learing II. 2007, pp. 34–39.
Salzberg S. On comparing classifiers: pitfalls to avoid and a recommended approach. Data Min. Knowl. Disc., 1(3):317–328, 1997.
Stone M. Cross-validatory choice and assessment of statistical predictions. J. Royal Stat. Soc., 36(2):111–147, 1974. (10.1111/j.2517-6161.1974.tb00994.x) / J. Royal Stat. Soc. by M. Stone (1974)

Dates

Type	When
Created	15 years, 11 months ago (Sept. 16, 2009, 4:49 a.m.)
Deposited	6 months, 1 week ago (Feb. 12, 2025, 12:34 a.m.)
Indexed	19 hours, 34 minutes ago (Aug. 23, 2025, 9:20 p.m.)
Issued	16 years, 7 months ago (Jan. 1, 2009)
Published	16 years, 7 months ago (Jan. 1, 2009)
Published Print	16 years, 7 months ago (Jan. 1, 2009)

Funders 0

None

BibTeX

@inbook{Refaeilzadeh_2009, title={Cross-Validation}, ISBN={9780387399409}, url={http://dx.doi.org/10.1007/978-0-387-39940-9_565}, DOI={10.1007/978-0-387-39940-9_565}, booktitle={Encyclopedia of Database Systems}, publisher={Springer US}, author={Refaeilzadeh, Payam and Tang, Lei and Liu, Huan}, year={2009}, pages={532–538} }

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