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Figure 3 | EURASIP Journal on Bioinformatics and Systems Biology

Figure 3

From: Impact of Missing Value Imputation on Classification for DNA Microarray Gene Expression Data—A Model-Based Study

Figure 3

Effect of variance. The classification error of the signal dataset (signal), the measured dataset (orgn), and the five imputed datasets. The underlying distribution parameters are noise level , gene correlation , MV rate . Each panel in the figure corresponds to one combination of the feature selection methods and the classification rules, which is given by the title. The -axis labels the number of selected genes, the -axis is the signal SD, and the -axis is the classification error.

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