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Table 3 Statistics for 10-fold CV using LP, SVM, and Lasso models.

From: Scoring function to predict solubility mutagenesis

Measure LP SVM Lasso
Accuracy 0.766 0.752 0.708
MCC 0.545 0.496 0.448
Precision(class I) 0.719 0.705 0.952
Precision(class D) 0.822 0.790 0.664