How Can Gene-Expression Information Improve Prognostic Prediction in TCGA Cancers: An Empirical Comparison Study on Regularization and Mixed Cox Models.

Generally, no matter how the genes were selected, the prediction accuracy of the model (denoted by thick lines in Figure 4 ) shows a slightly increasing trend with the included genes and approaches the peak when 3000 genes were employed.

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