350 related articles for article (PubMed ID: 24478134)
1. Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory.
Kruppa J; Liu Y; Biau G; Kohler M; König IR; Malley JD; Ziegler A
Biom J; 2014 Jul; 56(4):534-63. PubMed ID: 24478134
[TBL] [Abstract][Full Text] [Related]
2. Probability estimation with machine learning methods for dichotomous and multicategory outcome: applications.
Kruppa J; Liu Y; Diener HC; Holste T; Weimar C; König IR; Ziegler A
Biom J; 2014 Jul; 56(4):564-83. PubMed ID: 24989843
[TBL] [Abstract][Full Text] [Related]
3. Probability machines: consistent probability estimation using nonparametric learning machines.
Malley JD; Kruppa J; Dasgupta A; Malley KG; Ziegler A
Methods Inf Med; 2012; 51(1):74-81. PubMed ID: 21915433
[TBL] [Abstract][Full Text] [Related]
4. Risk prediction with machine learning and regression methods.
Steyerberg EW; van der Ploeg T; Van Calster B
Biom J; 2014 Jul; 56(4):601-6. PubMed ID: 24615859
[TBL] [Abstract][Full Text] [Related]
5. Class probability estimation for medical studies.
Simon R
Biom J; 2014 Jul; 56(4):597-600. PubMed ID: 24615788
[TBL] [Abstract][Full Text] [Related]
6. Variable selection in large margin classifier-based probability estimation with high-dimensional predictors.
Shin SJ; Wu Y
Biom J; 2014 Jul; 56(4):594-6. PubMed ID: 24615809
[TBL] [Abstract][Full Text] [Related]
7. What subject matter questions motivate the use of machine learning approaches compared to statistical models for probability prediction?
Binder H
Biom J; 2014 Jul; 56(4):584-7. PubMed ID: 24615759
[TBL] [Abstract][Full Text] [Related]
8. Machine learning versus statistical modeling.
Boulesteix AL; Schmid M
Biom J; 2014 Jul; 56(4):588-93. PubMed ID: 24615669
[TBL] [Abstract][Full Text] [Related]
9. Rejoinder.
Ziegler A
Biom J; 2014 Jul; 56(4):607-13. PubMed ID: 24737667
[TBL] [Abstract][Full Text] [Related]
10. Exploring sampling in the detection of multicategory EEG signals.
Siuly S; Kabir E; Wang H; Zhang Y
Comput Math Methods Med; 2015; 2015():576437. PubMed ID: 25977705
[TBL] [Abstract][Full Text] [Related]
11. Machine learning approach to an otoneurological classification problem.
Joutsijoki H; Varpa K; Iltanen K; Juhola M
Annu Int Conf IEEE Eng Med Biol Soc; 2013; 2013():1294-7. PubMed ID: 24109932
[TBL] [Abstract][Full Text] [Related]
12. Multicategory Composite Least Squares Classifiers.
Park SY; Liu Y; Liu D; Scholl P
Stat Anal Data Min; 2010 Aug; 3(4):272-286. PubMed ID: 21218128
[TBL] [Abstract][Full Text] [Related]
13. Prediction of human breast and colon cancers from imbalanced data using nearest neighbor and support vector machines.
Majid A; Ali S; Iqbal M; Kausar N
Comput Methods Programs Biomed; 2014 Mar; 113(3):792-808. PubMed ID: 24472367
[TBL] [Abstract][Full Text] [Related]
14. Robust support vector machine-trained fuzzy system.
Forghani Y; Yazdi HS
Neural Netw; 2014 Feb; 50():154-65. PubMed ID: 24316676
[TBL] [Abstract][Full Text] [Related]
15. Multicategory Large-Margin Unified Machines.
Zhang C; Liu Y
J Mach Learn Res; 2013 May; 14():1349-1386. PubMed ID: 24415909
[TBL] [Abstract][Full Text] [Related]
16. A support vector machine using the lazy learning approach for multi-class classification.
Comak E; Arslan A
J Med Eng Technol; 2006; 30(2):73-7. PubMed ID: 16531345
[TBL] [Abstract][Full Text] [Related]
17. A comparison of machine learning methods for the diagnosis of pigmented skin lesions.
Dreiseitl S; Ohno-Machado L; Kittler H; Vinterbo S; Billhardt H; Binder M
J Biomed Inform; 2001 Feb; 34(1):28-36. PubMed ID: 11376540
[TBL] [Abstract][Full Text] [Related]
18.
Raeisi Shahraki H; Pourahmad S; Zare N
Biomed Res Int; 2017; 2017():7560807. PubMed ID: 29376076
[No Abstract] [Full Text] [Related]
19. Generalized risk zone: selecting observations for classification.
Peres RT; Pedreira CE
IEEE Trans Pattern Anal Mach Intell; 2009 Jul; 31(7):1331-7. PubMed ID: 19443929
[TBL] [Abstract][Full Text] [Related]
20. Calibrating random forests for probability estimation.
Dankowski T; Ziegler A
Stat Med; 2016 Sep; 35(22):3949-60. PubMed ID: 27074747
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
