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  • Search: subject:"Microarray classification"
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Area under the ROC curve (AUC) 1 Microarray classification 1 Training variability 1 Uncertainty 1
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Chen, Weijie 1 Gallas, Brandon D. 1 Hsu, Elizabeth R. 1 Lababidi, Samir 1 Pennello, Gene A. 1 Pusztai, Lajos 1 Symmans, W. Fraser 1 Tang, Rong 1 Yousef, Waleed A. 1
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Computational Statistics & Data Analysis 1
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Uncertainty estimation with a finite dataset in the assessment of classification models
Chen, Weijie; Yousef, Waleed A.; Gallas, Brandon D.; … - In: Computational Statistics & Data Analysis 56 (2012) 5, pp. 1016-1027
To successfully translate genomic classifiers to the clinical practice, it is essential to obtain reliable and reproducible measurement of the classifier performance. A point estimate of the classifier performance has to be accompanied with a measure of its uncertainty. In general, this...
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