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Table 4 Statistics for 3-fold CV using LP, SVM, and Lasso models.

From: Scoring function to predict solubility mutagenesis

Measure LP SVM Lasso
Accuracy 0.766 0.686 0.715
MCC 0.529 0.359 0.452
Precision(class I) 0.714 0.638 0.917
Precision(class D) 0.811 0.722 0.673