A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

<div>Boxplots of the values of all considered stability measures for all 12,000 configurations. A small value indicates low stability and a large value indicates high stability.</div>

Computational and Mathematical Methods in Medicine

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Figure 4

Figure 4: A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data 