Publication

Effect of training-sample size and classification difficulty on the accuracy of genomic predictors

Mauro Delorenzi, Vlad Popovici
2010
Journal Articles

Abstract

Introduction: As part of the MicroArray Quality Control (MAQC)-II project, this analysis examines how the choice of univariate feature-selection methods and classification algorithms may influence the performance of genomic predictors under varying degrees of prediction difficulty represented by three clinically relevant endpoints.

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Mauro Delorenzi, Vlad Popovici
2010
Journal Articles

Abstract

Official source

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Academic degree

An academic degree is a qualification awarded to a student upon successful completion of a course of study in higher education, usually at a college or university. These institutions often offer degrees at various levels, usually divided into undergraduate and postgraduate degrees. The most common undergraduate degree is the bachelor's degree, although some educational systems offer lower level undergraduate degrees such as associate and foundation degrees. Common postgraduate degrees include master's degrees and doctorates.

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Effect of training-sample size and classification difficulty on the accuracy of genomic predictors

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