-
1
-
-
84862685421
-
Identifying representative trees from ensembles
-
Banerjee, M., Ding, Y. and Noone, A. M. (2012). Identifying representative trees from ensembles. Statistics in Medicine 31, 1601-1616.
-
(2012)
Statistics in Medicine
, vol.31
, pp. 1601-1616
-
-
Banerjee, M.1
Ding, Y.2
Noone, A.M.3
-
2
-
-
65549136074
-
Sampling uncertainty and confidence intervals for the Brier score and Brier skill score
-
Bradley, A. A., Schwartz, S. S. and Hashino, T. (2008). Sampling uncertainty and confidence intervals for the Brier score and Brier skill score. Weather and Forecasting 23, 992-1006.
-
(2008)
Weather and Forecasting
, vol.23
, pp. 992-1006
-
-
Bradley, A.A.1
Schwartz, S.S.2
Hashino, T.3
-
3
-
-
0003010182
-
Verification of forecasts expressed in terms of probability
-
Brier, G. W. (1950). Verification of forecasts expressed in terms of probability. Monthly Weather Review 78, 1-3.
-
(1950)
Monthly Weather Review
, vol.78
, pp. 1-3
-
-
Brier, G.W.1
-
4
-
-
84898972495
-
Confidence intervals for the area under the ROC curve
-
In: Saul, L. K., Weiss, Y. and Lon, B. (Eds.), Vol. A Bradford Book, Cambridge, MA
-
Cortes, C. and Mohri, M. (2005). Confidence intervals for the area under the ROC curve. In: Saul, L. K., Weiss, Y. and Lon, B. (Eds.), Advances in Neural Information Processing Systems, Vol. 17. A Bradford Book, Cambridge, MA, pp. 305-312.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 305-312
-
-
Cortes, C.1
Mohri, M.2
-
5
-
-
0023710206
-
Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach
-
DeLong, E. R., DeLong, D. M. and Clarke-Pearson, D. L. (1988). Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44, 837-845.
-
(1988)
Biometrics
, vol.44
, pp. 837-845
-
-
DeLong, E.R.1
DeLong, D.M.2
Clarke-Pearson, D.L.3
-
6
-
-
0024374781
-
International application of a new probability algorithm for the diagnosis of coronary artery disease
-
Detrano, R., Janosi, A., Steinbrunn, W., Pfisterer, M., Schmid, J. J., Sandhu, S., Guppy, K. H., Lee, S. and Froelicher, V. (1989). International application of a new probability algorithm for the diagnosis of coronary artery disease. American Journal of Cardiology 64, 304-310.
-
(1989)
American Journal of Cardiology
, vol.64
, pp. 304-310
-
-
Detrano, R.1
Janosi, A.2
Steinbrunn, W.3
Pfisterer, M.4
Schmid, J.J.5
Sandhu, S.6
Guppy, K.H.7
Lee, S.8
Froelicher, V.9
-
7
-
-
0021351319
-
Bayesian probability analysis: a prospective demonstration of its clinical utility in diagnosing coronary disease
-
Detrano, R., Yiannikas, J., Salcedo, E. E., Rincon, G., Go, R. T., Williams, G. and Leatherman, J. (1984). Bayesian probability analysis: a prospective demonstration of its clinical utility in diagnosing coronary disease. Circulation 69, 541-547.
-
(1984)
Circulation
, vol.69
, pp. 541-547
-
-
Detrano, R.1
Yiannikas, J.2
Salcedo, E.E.3
Rincon, G.4
Go, R.T.5
Williams, G.6
Leatherman, J.7
-
8
-
-
30644464444
-
Gene selection and classification of microarray data using random forest
-
Díaz-Uriarte, R. and Alvarez de Andrés, S. (2006). Gene selection and classification of microarray data using random forest. BMC Bioinformatics 7, 3.
-
(2006)
BMC Bioinformatics
, vol.7
, pp. 3
-
-
Díaz-Uriarte, R.1
Alvarez de Andrés, S.2
-
9
-
-
10044234903
-
Nearest neighbor ensemble
-
In: Kittler, J., Petrou, M., Nixon, M. S. and Hancock, E. R. (Eds.), IEEE Computer Society Press, Cambridge, UK
-
Domeniconi, C. and Yan, B. (2004). Nearest neighbor ensemble. In: Kittler, J., Petrou, M., Nixon, M. S. and Hancock, E. R. (Eds.), Proceedings of the 17th International Conference on Pattern Recognition, 2004. IEEE Computer Society Press, Cambridge, UK, pp. 228-231.
-
(2004)
Proceedings of the 17th International Conference on Pattern Recognition, 2004
, pp. 228-231
-
-
Domeniconi, C.1
Yan, B.2
-
10
-
-
35948942400
-
Comparing probabilistic forecasting systems with the Brier score
-
Ferro, C. A. T. (2007). Comparing probabilistic forecasting systems with the Brier score. Weather and Forecasting 22, 1076-1088.
-
(2007)
Weather and Forecasting
, vol.22
, pp. 1076-1088
-
-
Ferro, C.A.T.1
-
11
-
-
79958178500
-
A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension
-
Genders, T. S., Steyerberg, E. W., Alkadhi, H., Leschka, S., Desbiolles, L., Nieman, K., Galema, T. W., Meijboom, W. B., Mollet, N. R., de Feyter, P. J., Cademartiri, F., Maffei, E., Dewey, M., Zimmermann, E., Laule, M., Pugliese, F., Barbagallo, R., Sinitsyn, V., Bogaert, J., Goetschalckx, K., Schoepf, U. J., Rowe, G. W., Schuijf, J. D., Bax, J. J., de Graaf, F. R., Knuuti, J., Kajander, S., van Mieghem, C. A., Meijs, M. F., Cramer, M. J., Gopalan, D., Feuchtner, G., Friedrich, G., Krestin, G. P., Hunink, M. G. and Consortium, C. A. D. (2011). A clinical prediction rule for the diagnosis of coronary artery disease: validation, updating, and extension. European Heart Journal 32, 1316-1330.
-
(2011)
European Heart Journal
, vol.32
, pp. 1316-1330
-
-
Genders, T.S.1
Steyerberg, E.W.2
Alkadhi, H.3
Leschka, S.4
Desbiolles, L.5
Nieman, K.6
Galema, T.W.7
Meijboom, W.B.8
Mollet, N.R.9
de Feyter, P.J.10
Cademartiri, F.11
Maffei, E.12
Dewey, M.13
Zimmermann, E.14
Laule, M.15
Pugliese, F.16
Barbagallo, R.17
Sinitsyn, V.18
Bogaert, J.19
Goetschalckx, K.20
Schoepf, U.J.21
Rowe, G.W.22
Schuijf, J.D.23
Bax, J.J.24
de Graaf, F.R.25
Knuuti, J.26
Kajander, S.27
van Mieghem, C.A.28
Meijs, M.F.29
Cramer, M.J.30
Gopalan, D.31
Feuchtner, G.32
Friedrich, G.33
Krestin, G.P.34
Hunink, M.G.35
Consortium, C.A.D.36
more..
-
12
-
-
67650478018
-
On graphically checking goodness-of-fit of binary logistic regression models
-
Gillmann, G. and Minder, C. E. (2009). On graphically checking goodness-of-fit of binary logistic regression models. Methods of Information in Medicine 48, 306-310.
-
(2009)
Methods of Information in Medicine
, vol.48
, pp. 306-310
-
-
Gillmann, G.1
Minder, C.E.2
-
13
-
-
33947274775
-
Strictly proper scoring rules, prediction, and estimation
-
Gneiting, T. and Raftery, A. E. (2007). Strictly proper scoring rules, prediction, and estimation. Journal of the American Statistical Association 102, 359-378.
-
(2007)
Journal of the American Statistical Association
, vol.102
, pp. 359-378
-
-
Gneiting, T.1
Raftery, A.E.2
-
15
-
-
0030069896
-
Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
-
Harrell, F. E., Jr., Lee, K. L., and Mark, D. B. (1996). Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Statistics in Medicine 15, 361-387.
-
(1996)
Statistics in Medicine
, vol.15
, pp. 361-387
-
-
Harrell Jr., F.E.1
Lee, K.L.2
Mark, D.B.3
-
16
-
-
84904008367
-
A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index
-
doi: 10.1002/sim.5804.
-
Hilden, J. and Gerds, T. A. (2013). A note on the evaluation of novel biomarkers: do not rely on integrated discrimination improvement and net reclassification index. Statistics in Medicine, doi: 10.1002/sim.5804.
-
(2013)
Statistics in Medicine
-
-
Hilden, J.1
Gerds, T.A.2
-
17
-
-
84869430907
-
Bidirectional discrimination with application to data visualization
-
Huang, H., Liu, Y. and Marron, J. S. (2012). Bidirectional discrimination with application to data visualization. Biometrika 99, 851-864.
-
(2012)
Biometrika
, vol.99
, pp. 851-864
-
-
Huang, H.1
Liu, Y.2
Marron, J.S.3
-
18
-
-
0034922124
-
Application of resampling techniques to the statistical analysis of the Brier score
-
Ikeda, M., Itoh, S., Ishigaki, T. and Yamauchi, K. (2001). Application of resampling techniques to the statistical analysis of the Brier score. Methods of Information in Medicine 40, 259-264.
-
(2001)
Methods of Information in Medicine
, vol.40
, pp. 259-264
-
-
Ikeda, M.1
Itoh, S.2
Ishigaki, T.3
Yamauchi, K.4
-
20
-
-
58149347608
-
Patient-centered yes/no prognosis using learning machines
-
König, I. R., Malley, J. D., Pajevic, S., Weimar, C., Diener, H. C. and Ziegler, A. (2008). Patient-centered yes/no prognosis using learning machines. International Journal of Data Mining and Bioinformatics 2, 289-341.
-
(2008)
International Journal of Data Mining and Bioinformatics
, vol.2
, pp. 289-341
-
-
König, I.R.1
Malley, J.D.2
Pajevic, S.3
Weimar, C.4
Diener, H.C.5
Ziegler, A.6
-
21
-
-
38049035375
-
Practical experiences on the necessity of external validation
-
on behalf of the German Stroke Study Collaborators
-
König, I. R., Malley, J. D., Weimar, C., Diener, H. C., Ziegler, A. and on behalf of the German Stroke Study Collaborators. (2007). Practical experiences on the necessity of external validation. Statistics in Medicine 26, 5499-5511.
-
(2007)
Statistics in Medicine
, vol.26
, pp. 5499-5511
-
-
König, I.R.1
Malley, J.D.2
Weimar, C.3
Diener, H.C.4
Ziegler, A.5
-
22
-
-
0021548948
-
Confidence intervals for the ratio of two binomial proportions
-
Koopman, P. A. R. (1984). Confidence intervals for the ratio of two binomial proportions. Biometrics 40, 513-517.
-
(1984)
Biometrics
, vol.40
, pp. 513-517
-
-
Koopman, P.A.R.1
-
23
-
-
84903648854
-
Probability estimation with machine learning methods for dichotomous and multi-category outcome: theory
-
Kruppa, J., Liu, Y., Biau, G., Kohler, M., König, I. R., Malley, J. D. and Ziegler, A. (2014). Probability estimation with machine learning methods for dichotomous and multi-category outcome: theory. Biometrical Journal 56, 534-563.
-
(2014)
Biometrical Journal
, vol.56
, pp. 534-563
-
-
Kruppa, J.1
Liu, Y.2
Biau, G.3
Kohler, M.4
König, I.R.5
Malley, J.D.6
Ziegler, A.7
-
24
-
-
84878300417
-
Consumer credit risk: individual probability estimates using machine learning
-
Kruppa, J., Schwarz, A., Arminger, G. and Ziegler, A. (2013). Consumer credit risk: individual probability estimates using machine learning. Expert Systems with Applications 40, 5125-5131.
-
(2013)
Expert Systems with Applications
, vol.40
, pp. 5125-5131
-
-
Kruppa, J.1
Schwarz, A.2
Arminger, G.3
Ziegler, A.4
-
25
-
-
84866731649
-
Risk estimation and risk prediction using machine learning methods
-
Kruppa, J., Ziegler, A. and König, I. R. (2012). Risk estimation and risk prediction using machine learning methods. Human Genetics 131, 1639-1654.
-
(2012)
Human Genetics
, vol.131
, pp. 1639-1654
-
-
Kruppa, J.1
Ziegler, A.2
König, I.R.3
-
26
-
-
0036258405
-
Support vector machines and the Bayes rule in classification
-
Lin, Y. (2002). Support vector machines and the Bayes rule in classification. Data Mining and Knowledge Discovery 6, 259-275.
-
(2002)
Data Mining and Knowledge Discovery
, vol.6
, pp. 259-275
-
-
Lin, Y.1
-
29
-
-
84855764322
-
Probability machines: consistent probability estimation using nonparametric learning machines
-
Malley, J. D., Kruppa, J., Dasgupta, A., Malley, K. G. and Ziegler, A. (2012). Probability machines: consistent probability estimation using nonparametric learning machines. Methods of Information in Medicine 51, 74-81.
-
(2012)
Methods of Information in Medicine
, vol.51
, pp. 74-81
-
-
Malley, J.D.1
Kruppa, J.2
Dasgupta, A.3
Malley, K.G.4
Ziegler, A.5
-
30
-
-
33846662159
-
Support vector machines with applications
-
Moguerza, J. M. and Muñoz, A. (2006). Support vector machines with applications. Statistical Science 21, 322-336.
-
(2006)
Statistical Science
, vol.21
, pp. 322-336
-
-
Moguerza, J.M.1
Muñoz, A.2
-
31
-
-
0032583107
-
Improved confidence intervals for the difference between binomial proportions based on paired data
-
Newcombe, R. G. (1998a). Improved confidence intervals for the difference between binomial proportions based on paired data. Statistics in Medicine 17, 2635-2650.
-
(1998)
Statistics in Medicine
, vol.17
, pp. 2635-2650
-
-
Newcombe, R.G.1
-
32
-
-
0032580377
-
Interval estimation for the difference between independent proportions: comparison of eleven methods
-
Newcombe, R. G. (1998b). Interval estimation for the difference between independent proportions: comparison of eleven methods. Statistics in Medicine 17, 873-890.
-
(1998)
Statistics in Medicine
, vol.17
, pp. 873-890
-
-
Newcombe, R.G.1
-
33
-
-
0032580320
-
Two-sided confidence intervals for the single proportion: comparison of seven methods
-
Newcombe, R. G. (1998c). Two-sided confidence intervals for the single proportion: comparison of seven methods. Statistics in Medicine 17, 857-872.
-
(1998)
Statistics in Medicine
, vol.17
, pp. 857-872
-
-
Newcombe, R.G.1
-
34
-
-
77949388276
-
The behaviour of random forest permutation-based variable importance measures under predictor correlation
-
Nicodemus, K. K., Malley, J. D., Strobl, C. and Ziegler, A. (2010). The behaviour of random forest permutation-based variable importance measures under predictor correlation. BMC Bioinformatics 11, 110.
-
(2010)
BMC Bioinformatics
, vol.11
, pp. 110
-
-
Nicodemus, K.K.1
Malley, J.D.2
Strobl, C.3
Ziegler, A.4
-
35
-
-
0344751347
-
Inductive knowledge acquisition: a case study
-
In: Quinlan, J. R. (Ed.), Addison Wesley, London, UK
-
Quinlan, J. R., Compton, P. J., Horn, K. A. and Lazarus, L. (1987). Inductive knowledge acquisition: a case study. In: Quinlan, J. R. (Ed.), Applications of Expert Systems. Addison Wesley, London, UK, pp. 157-173.
-
(1987)
Applications of Expert Systems
, pp. 157-173
-
-
Quinlan, J.R.1
Compton, P.J.2
Horn, K.A.3
Lazarus, L.4
-
36
-
-
0026009302
-
Assessing predictive accuracy: how to compare Brier scores
-
Redelmeier, D. A., Bloch, D. A. and Hickam, D. H. (1991). Assessing predictive accuracy: how to compare Brier scores. Journal of Clinical Epidemiology 44, 1141-1146.
-
(1991)
Journal of Clinical Epidemiology
, vol.44
, pp. 1141-1146
-
-
Redelmeier, D.A.1
Bloch, D.A.2
Hickam, D.H.3
-
37
-
-
0022758747
-
Statistical inference for p(y < x): the normal case
-
Reiser, B. and Guttman, I. (1986). Statistical inference for p(y < x): the normal case. Technometrics 28, 253-257.
-
(1986)
Technometrics
, vol.28
, pp. 253-257
-
-
Reiser, B.1
Guttman, I.2
-
38
-
-
84873393113
-
Optimal weighted nearest neighbour classifiers
-
Samworth, R. J. (2012). Optimal weighted nearest neighbour classifiers. Annals of Statistics 40, 2733-2763.
-
(2012)
Annals of Statistics
, vol.40
, pp. 2733-2763
-
-
Samworth, R.J.1
-
40
-
-
77954485448
-
On safari to Random Jungle: a fast implementation of Random Forests for high dimensional data
-
Schwarz, D. F., König, I. R. and Ziegler, A. (2010). On safari to Random Jungle: a fast implementation of Random Forests for high dimensional data. Bioinformatics 26, 1752-1758.
-
(2010)
Bioinformatics
, vol.26
, pp. 1752-1758
-
-
Schwarz, D.F.1
König, I.R.2
Ziegler, A.3
-
41
-
-
85153152842
-
Thyroid disease. Basic information on hypothyroidism, hyperthyroidism, nodules, cancer
-
Available at, accessed November 28, 2013.
-
Shomon, M. (2013) Thyroid disease. Basic information on hypothyroidism, hyperthyroidism, nodules, cancer. Available at http://thyroid.about.com/cs/basics_starthere/a/thyroid101.htm, accessed November 28, 2013.
-
(2013)
-
-
Shomon, M.1
-
42
-
-
48549097926
-
Information theoretic feature crediting in multiclass support vector machines
-
In: Grossman, R. and Kumar, V. (Eds.), Society for Industrial and Applied Mathematics, Chicago, IL
-
Sindhwani, V., Bhattacharya, P. and Rakshit, S. (2001). Information theoretic feature crediting in multiclass support vector machines. In: Grossman, R. and Kumar, V. (Eds.), Proceedings of the First SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics, Chicago, IL, pp. 5-7.
-
(2001)
Proceedings of the First SIAM International Conference on Data Mining
, pp. 5-7
-
-
Sindhwani, V.1
Bhattacharya, P.2
Rakshit, S.3
-
43
-
-
0022786756
-
Probabilistic prediction in patient management and clinical trials
-
Spiegelhalter, D. J. (1986). Probabilistic prediction in patient management and clinical trials. Statistics in Medicine 5, 421-433.
-
(1986)
Statistics in Medicine
, vol.5
, pp. 421-433
-
-
Spiegelhalter, D.J.1
-
44
-
-
0003719573
-
Survey of common verification methods in meteorology
-
World Weather Watch Technical Report 8, WMO/TD no. 358. World Meteorological Organization. Available at >url href=", accessed April 1, 2013.
-
Stanski, H. R., Wilson, L. J. and Burrows, W. R. (1989). Survey of common verification methods in meteorology. World Weather Watch Technical Report 8, WMO/TD no. 358. World Meteorological Organization. Available at http://www.cawcr.gov.au/projects/verification/Stanski_et_al/Stanski_et_al.html, accessed April 1, 2013.
-
(1989)
-
-
Stanski, H.R.1
Wilson, L.J.2
Burrows, W.R.3
-
45
-
-
0034650213
-
Confidence intervals for differences in correlated binary proportions
-
Tango, T. (2000). Confidence intervals for differences in correlated binary proportions. Statistics in Medicine 19, 133-139.
-
(2000)
Statistics in Medicine
, vol.19
, pp. 133-139
-
-
Tango, T.1
-
46
-
-
40249094631
-
Probability estimation for large-margin classifiers
-
Wang, J., Shen, X. and Liu, Y. (2008). Probability estimation for large-margin classifiers. Biometrika 95, 149-167.
-
(2008)
Biometrika
, vol.95
, pp. 149-167
-
-
Wang, J.1
Shen, X.2
Liu, Y.3
-
47
-
-
33846673525
-
The discrete Brier and ranked probability skill scores
-
Weigel, A. P., Liniger, M. A. and Appenzeller, C. (2007). The discrete Brier and ranked probability skill scores. Monthly Weather Review 135, 118-124.
-
(2007)
Monthly Weather Review
, vol.135
, pp. 118-124
-
-
Weigel, A.P.1
Liniger, M.A.2
Appenzeller, C.3
-
48
-
-
0347986835
-
Age and National Institutes of Health Stroke Scale Score within 6 hours after onset are accurate predictors of outcome after cerebral ischemia: development and external validation of prognostic models
-
on behalf of the German Stroke Study Collaboration.
-
Weimar, C., König, I. R., Kraywinkel, K., Ziegler, A., Diener, H. C. and on behalf of the German Stroke Study Collaboration. (2004). Age and National Institutes of Health Stroke Scale Score within 6 hours after onset are accurate predictors of outcome after cerebral ischemia: development and external validation of prognostic models. Stroke 35, 158-162.
-
(2004)
Stroke
, vol.35
, pp. 158-162
-
-
Weimar, C.1
König, I.R.2
Kraywinkel, K.3
Ziegler, A.4
Diener, H.C.5
-
49
-
-
0036302324
-
Predicting functional outcome and survival after acute ischemic stroke
-
on behalf of the German Stroke Study Collaborators.
-
Weimar, C., Ziegler, A., König, I. R., Diener, H. C. and on behalf of the German Stroke Study Collaborators. (2002). Predicting functional outcome and survival after acute ischemic stroke. Journal of Neurology 249, 888-895.
-
(2002)
Journal of Neurology
, vol.249
, pp. 888-895
-
-
Weimar, C.1
Ziegler, A.2
König, I.R.3
Diener, H.C.4
-
50
-
-
84883374533
-
Difference of two dependent sensitivities and specificities: comparison of various approaches
-
Wenzel, D. and Zapf, A. (2013). Difference of two dependent sensitivities and specificities: comparison of various approaches. Biometrical Journal 55, 705-718.
-
(2013)
Biometrical Journal
, vol.55
, pp. 705-718
-
-
Wenzel, D.1
Zapf, A.2
-
52
-
-
8644233422
-
A new confidence interval for the difference between two binomial proportions of paired data
-
Zhou, X. H. and Qin, G. S. (2005). A new confidence interval for the difference between two binomial proportions of paired data. Journal of Statistical Planning and Inference 128, 527-542.
-
(2005)
Journal of Statistical Planning and Inference
, vol.128
, pp. 527-542
-
-
Zhou, X.H.1
Qin, G.S.2
-
53
-
-
33748433634
-
A supplement to: "a new confidence interval for the difference between two binomial proportions of paired data
-
Zhou, X. H. and Qin, G. S. (2007) A supplement to: "a new confidence interval for the difference between two binomial proportions of paired data." Journal of Statistical Planning and Inference 137, 357-358.
-
(2007)
Journal of Statistical Planning and Inference
, vol.137
, pp. 357-358
-
-
Zhou, X.H.1
Qin, G.S.2
-
54
-
-
1642380731
-
New intervals for the difference between two independent binomial proportions
-
Zhou, X. H., Tsao, M. and Qin, G. S. (2004). New intervals for the difference between two independent binomial proportions. Journal of Statistical Planning and Inference 123, 97-115.
-
(2004)
Journal of Statistical Planning and Inference
, vol.123
, pp. 97-115
-
-
Zhou, X.H.1
Tsao, M.2
Qin, G.S.3
-
55
-
-
1242316193
-
A simple alternative confidence interval for the difference between two proportions
-
Zou, G. and Donner, A. (2004). A simple alternative confidence interval for the difference between two proportions. Controlled Clinical Trials 25, 3-12.
-
(2004)
Controlled Clinical Trials
, vol.25
, pp. 3-12
-
-
Zou, G.1
Donner, A.2
|