Optimally splitting cases for training and testing high dimensional classifiers - Dobbin, Kevin K; Simon, Richard M (BMC medical genomics, 2011)
Keywords: Algorithms; Analysis of Variance; Artificial Intelligence; Bioinformatic and algorithmical studies; Biomedical and Life Sciences; Biomedicine; Data Interpretation, Statistical; Gene Expression; Gene Expression Profiling; Human Genetics; Humans; Microarrays; Neoplasms - genetics; Oligonucleotide Array Sequence Analysis; Research Article; Statistics, Nonparametric; United States; Full Dataset; Supplemental Section; Mean Square Error; Isotonic Regression; Training Sample Size