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Tag cross-validation [22 articles]

Recent papers classified by the tag cross-validation.
  • An Introduction to Model Selection
    Journal of Mathematical Psychology, Vol. 44, No. 1. (March 2000), pp. 41-61.
    by Walter Zucchini
    posted to bic bootstrap cross-validation model_selection by usr on 2008-06-28 04:15:05 as read
  • Assessing Model Fit by Cross-Validation
    J. Chem. Inf. Comput. Sci., Vol. 43, No. 2. (24 March 2003), pp. 579-586.
    by DM Hawkins, SC Basak, D Mills
    posted to cross-validation diversity qsar by usr on 2008-06-28 04:32:21 as ***
  • Preventing "Overfitting" of Cross-Validation Data
    (1997), pp. 245-253.
    by Andrew Y Ng
    posted to cross-validation by sona on 2008-08-22 12:16:25 as ***
  • Is cross-validation valid for small-sample microarray classification?
    Bioinformatics, Vol. 20, No. 3. (12 February 2004), pp. 374-380.
    by Ulisses M Braga-Neto, Edward R Dougherty
    posted to cross-validation microarry by sampath on 2007-07-26 12:17:04 as *** along with 3 people and 1 group chad_davis sdvillal caporaso biomedical-nlp
  • Mass spectrometry proteomic diagnosis: enacting the double cross-validatory paradigm.
    Journal of computational biology : a journal of computational molecular cell biology, Vol. 13, No. 9. (November 2006), pp. 1591-1605.
    by BJ Mertens, ME De Noo, RA Tollenaar, AM Deelder
    posted to classification cross-validation mass seldi spectrometry by ptrobajo on 2008-07-01 12:26:09 as **
  • Classification based upon gene expression data: bias and precision of error rates.
    Bioinformatics (28 March 2007)
    by Ian A A Wood, Peter M M Visscher, Kerrie L L Mengersen
    posted to bias classification cross-validation expression gene precision by ptrobajo on 2008-07-11 15:33:15 as ** along with 2 people jyuh shigepong
  • A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection
    (1995), pp. 1137-1145.
    by Ron Kohavi
    posted to bootstrapping cross-validation evaluation model statistical by mad on 2007-04-11 14:44:56 as read along with 9 people stanley bigga chad_davis Ferran sdvillal lschilli fireman haiyeong Repton
  • Assessment of PLSDA cross validation
    Metabolomics, Vol. 4, No. 1. (31 March 2008), pp. 81-89.
    by Johan Westerhuis, Huub Hoefsloot, Suzanne Smit, Daniel Vis, Age Smilde, Ewoud van Velzen, John van Duijnhoven, Ferdi van Dorsten
    posted to cross-validation plsda validation by robertvandenberg to the group Bioinformatics on 2008-04-06 12:12:48 as ** along with 1 person jyuh
  • Inference for the generalization error
    (2000)
    by C Nadeau, Y Bengio
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 23:08:52 as ** along with 2 people davidr gyuli
  • No unbiased estimator of the variance of K-fold cross-validation
    (2003)
    by Y Bengio, Y Grandvalet
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 23:02:09 as **
  • Is cross-validation better than resubstitution for ranking genes?
    Bioinformatics, Vol. 20, No. 2. (22 January 2004), pp. 253-258.
    by Ulisses Braga-Neto, Ronaldo Hashimoto, Edward R Dougherty, Danh V Nguyen, Raymond J Carroll
    posted to cross-validation bioinformatics by caporaso to the group biomedical-nlp on 2007-03-30 15:10:25 as ** along with 2 people chad_davis rdiaz
  • Prediction error estimation: a comparison of resampling methods
    Bioinformatics, Vol. 21, No. 15. (1 August 2005), pp. 3301-3307.
    by Annette M Molinaro, Richard Simon, Ruth M Pfeiffer
    posted to statistics machine-learning data-mining cross-validation by caporaso to the group biomedical-nlp on 2007-03-19 23:33:34 as ***** along with 1 person winterschlaefer
  • Bolstered Error Estimation
    by Ulisses B Neto, Edward Dougherty
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-30 14:53:27 as *****
  • No Unbiased Estimator of the Variance of K-Fold Cross-Validation
    J. Mach. Learn. Res., Vol. 5 (2004), pp. 1089-1105.
    by Yoshua Bengio, Yves Grandvalet
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 23:10:46 as ****
  • The Estimation of Prediction Error: Covariance Penalties and Cross-Validation
    Journal of the American Statistical Association, Vol. 99, No. 467. (September 2004), pp. 619-632.
    by Bradley Efron
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 23:07:28 as ** along with 1 group UCSD_Economics
  • Cross-validation and the bootstrap: Estimating the error rate of a prediction rule
    (1995)
    by B Efron, R Tibshirani
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 22:58:50 as ** along with 2 people chad_davis skrofej
  • Inference for the Generalization Error
    Mach. Learn., Vol. 52, No. 3. (September 2003), pp. 239-281.
    by Claude Nadeau, Yoshua Bengio
    posted to machine-learning cross-validation by caporaso to the group biomedical-nlp on 2007-03-27 23:09:40 as ** along with 2 people jmetzen sdvillal
  • Efficient Algorithms for Minimizing Cross Validation Error
    (1994), pp. 190-198.
    by Andrew W Moore, Mary S Lee
    posted to racing algorithm-selection cross-validation meta-learning model-selection by gagliol on 2006-08-21 17:35:28 as read
  • Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation
    Journal of the American Statistical Association, Vol. 78, No. 382. (1983), pp. 316-331.
    by Bradley Efron
    posted to cross-validation statistics by dmajka on 2008-08-03 19:32:56 as ** along with 1 person winterschlaefer
  • A Leisurely Look at the Bootstrap, the Jackknife, and Cross-Validation
    The American Statistician, Vol. 37, No. 1. (1983), pp. 36-48.
    by Bradley Efron, Gail Gong
    posted to 1983 bootstrap cross-validation jackknife mc monte-carlo resampling statistics by ddahlem on 2007-05-27 16:42:18 as read along with 6 people misovalko brian mukundn skrofej karfunkel dmajka
  • Cross-validation and bootstrapping are unreliable in small sample classification
    Pattern Recognition Letters, Vol. 29, No. 14. (15 October 2008), pp. 1960-1965.
    by A Isaksson, M Wallman, H Göransson, MG Gustafsson
    posted to small-sample cross-validation bootstrap by braynor on 2008-09-06 18:26:53 as **** along with 4 people fabgoos lfriedl jjrodriguez beiyu
  • Estimating misclassification error with small samples via bootstrap cross-validation
    Bioinformatics, Vol. 21, No. 9. (1 May 2005), pp. 1979-1986.
    by Wenjiang J Fu, Raymond J Carroll, Suojin Wang
    posted to bootstrap classification cross-validation by aviad_work on 2008-07-15 23:24:27 as ** along with 1 person chad_davis
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