Sparse Learning of the Disease Severity Score for High-Dimensional Data

Table 3

Stability of selected feature subsets summarized as an average pairwise similarity over ten training folds.

Measure	SLDSS	DSSL	LASSO	Logistic Regression
Pearson coefficient	0.8656	0.7402	0.7362	0.5562
Spearman rank	0.8163	0.7204	0.5162	0.3988
Jaccard index	0.6916	0.2946	0.3595	0.2474