-
1
-
-
35548987823
-
Ensemble methods for classification of patients for personalized medicine with high-dimensional data
-
10.1016/j.artmed.2007.07.003 17719213
-
Ensemble methods for classification of patients for personalized medicine with high-dimensional data. Moon H, Ahn H, Kodell RL, Baek S, Lin C-J, Chen JJ, Artif Intell Med 2007 41 197 207 10.1016/j.artmed.2007.07.003 17719213
-
(2007)
Artif Intell Med
, vol.41
, pp. 197-207
-
-
Moon, H.1
Ahn, H.2
Kodell, R.L.3
Baek, S.4
Lin, C.-J.5
Chen, J.J.6
-
2
-
-
0003684449
-
-
Springer, New York
-
Hastie T, Tibshirani R, Friedman J, The Elements of Statistical Learning: Data Mining, Inference and Prediction Springer, New York 2001
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
3
-
-
0037076322
-
Selection bias in gene extraction on the basis of microarray gene-expression data
-
10.1073/pnas.102102699 11983868
-
Selection bias in gene extraction on the basis of microarray gene-expression data. Ambroise C, McLachlan GJ, Proc Natl Acad Sci 2002 99 6562 6566 10.1073/pnas.102102699 11983868
-
(2002)
Proc Natl Acad Sci
, vol.99
, pp. 6562-6566
-
-
Ambroise, C.1
McLachlan, G.J.2
-
4
-
-
79951755788
-
An evaluation of resampling methods for assessment of survival risk prediction in high-dimensional settings
-
10.1002/sim.4106 21337359
-
An evaluation of resampling methods for assessment of survival risk prediction in high-dimensional settings. Subramanian J, Simon R, Stat Med 2011 30 642 653 10.1002/sim.4106 21337359
-
(2011)
Stat Med
, vol.30
, pp. 642-653
-
-
Subramanian, J.1
Simon, R.2
-
5
-
-
0034315099
-
Evolutionary ensembles with negative correlation learning
-
10.1109/4235.887237
-
Evolutionary ensembles with negative correlation learning. Liu Y, Yao X, Higuchi T, IEEE Trans Evol Comput 2000 4 380 387 10.1109/4235.887237
-
(2000)
IEEE Trans Evol Comput
, vol.4
, pp. 380-387
-
-
Liu, Y.1
Yao, X.2
Higuchi, T.3
-
6
-
-
0842280719
-
The utility of structure-activity relationship (SAR) models for prediction and covariate selection in developmental toxicity: Comparative analysis of logistic regression and decision tree models
-
10.1080/1062936032000169633 15113065
-
The utility of structure-activity relationship (SAR) models for prediction and covariate selection in developmental toxicity: comparative analysis of logistic regression and decision tree models. Arena VC, Sussman NB, Mazumdar S, Yu S, Macina OT, SAR QSAR Environ Res 2004 15 1 18 10.1080/1062936032000169633 15113065
-
(2004)
SAR QSAR Environ Res
, vol.15
, pp. 1-18
-
-
Arena, V.C.1
Sussman, N.B.2
Mazumdar, S.3
Yu, S.4
MacIna, O.T.5
-
7
-
-
25144494760
-
Prediction error estimation: A comparison of resampling methods
-
10.1093/bioinformatics/bti499 15905277
-
Prediction error estimation: a comparison of resampling methods. Molinaro AM, Simon R, Pfeiffer RM, Bioinformatics 2005 21 3301 3307 10.1093/ bioinformatics/bti499 15905277
-
(2005)
Bioinformatics
, vol.21
, pp. 3301-3307
-
-
Molinaro, A.M.1
Simon, R.2
Pfeiffer, R.M.3
-
8
-
-
84950461478
-
Estimating the error rate of a prediction rule: Improvement on cross-validation
-
10.1080/01621459.1983.10477973
-
Estimating the error rate of a prediction rule: improvement on cross-validation. Efron B, J Amer Stat Assoc 1983 78 316 331 10.1080/01621459.1983.10477973
-
(1983)
J Amer Stat Assoc
, vol.78
, pp. 316-331
-
-
Efron, B.1
-
9
-
-
0031536511
-
Improvements on cross-validation: The.632+ Bootstrap method
-
Improvements on cross-validation: the.632+ Bootstrap method. Efron B, Tibshirani R, J Amer Stat Assoc 1997 92 548 560
-
(1997)
J Amer Stat Assoc
, vol.92
, pp. 548-560
-
-
Efron, B.1
Tibshirani, R.2
-
10
-
-
18744413287
-
Estimating misclassification error with small samples via bootstrap cross-validation
-
10.1093/bioinformatics/bti294 15691862
-
Estimating misclassification error with small samples via bootstrap cross-validation. Fu WJ, Carroll RJ, Wang S, Bioinformatics 2005 21 1979 1986 10.1093/bioinformatics/bti294 15691862
-
(2005)
Bioinformatics
, vol.21
, pp. 1979-1986
-
-
Fu, W.J.1
Carroll, R.J.2
Wang, S.3
-
11
-
-
65749119811
-
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap
-
10.1016/j.csda.2009.04.009
-
Estimating classification error rate: repeated cross-validation, repeated hold-out and bootstrap. Kim J-H, Comput Stat Data Anal 2009 53 3735 3745 10.1016/j.csda.2009.04.009
-
(2009)
Comput Stat Data Anal
, vol.53
, pp. 3735-3745
-
-
Kim, J.-H.1
-
12
-
-
84887916087
-
Regularized discriminant analysis
-
10.1080/01621459.1989.10478752
-
Regularized discriminant analysis. Friedman J, J Amer Stat Assoc 1989 84 165 175 10.1080/01621459.1989.10478752
-
(1989)
J Amer Stat Assoc
, vol.84
, pp. 165-175
-
-
Friedman, J.1
-
13
-
-
35748932852
-
-
R Foundation for Statistical Computing, Vienna, Austria http://www.R-project.org, accessed November 2, 2007
-
R Core Development Team, R: A Language and Environment for Statistical Computing R Foundation for Statistical Computing, Vienna, Austria 2007 http://www.R-project.org, accessed November 2, 2007
-
(2007)
R: A Language and Environment for Statistical Computing
-
-
-
14
-
-
17444425082
-
-
SAS SAS Institute, Inc, Cary, North Carolina
-
SAS, SAS/IML 9.1 User's Guide SAS Institute, Inc, Cary, North Carolina 2004
-
(2004)
SAS/IML 9.1 User's Guide
-
-
-
15
-
-
0009772779
-
On the bias and variability of bootstrap and cross-validation estimates of error rate in discrimination problems
-
10.1093/biomet/79.2.279
-
On the bias and variability of bootstrap and cross-validation estimates of error rate in discrimination problems. Davison AC, Hall P, Biometrika 1992 79 2 279 284 10.1093/biomet/79.2.279
-
(1992)
Biometrika
, vol.79
, Issue.2
, pp. 279-284
-
-
Davison, A.C.1
Hall, P.2
-
17
-
-
18244409687
-
Gene expression profiling predicts clinical outcome of breast cancer
-
10.1038/415530a 11823860
-
Gene expression profiling predicts clinical outcome of breast cancer. Van't Veer LJ, Dai H, Van de Vijver MJ, He YD, Hart AA, Mao M, et al. Nature 2002 415 530 536 10.1038/415530a 11823860
-
(2002)
Nature
, vol.415
, pp. 530-536
-
-
Van'T Veer, L.J.1
Dai, H.2
Van De Vijver, M.J.3
He, Y.D.4
Hart, A.A.5
Mao, M.6
-
18
-
-
0037137519
-
A gene-expression signature as a predictor of survival in breast cancer
-
10.1056/NEJMoa021967 12490681
-
A gene-expression signature as a predictor of survival in breast cancer. Van de Vijver MJ, He YD, et al. N Engl J Med 2002 347 1999 2009 10.1056/NEJMoa021967 12490681
-
(2002)
N Engl J Med
, vol.347
, pp. 1999-2009
-
-
Van De Vijver, M.J.1
He, Y.D.2
-
19
-
-
0036166439
-
Tumor classification by partial least squares using microarray gene expression data
-
10.1093/bioinformatics/18.1.39 11836210
-
Tumor classification by partial least squares using microarray gene expression data. Nguyen VD, Rocke MD, Bioinformatics 2002 18 39 50 10.1093/bioinformatics/18.1.39 11836210
-
(2002)
Bioinformatics
, vol.18
, pp. 39-50
-
-
Nguyen, V.D.1
Rocke, M.D.2
|