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Table 2 Statistics for LOOCV using LP, SVM, and Lasso models.

From: Scoring function to predict solubility mutagenesis

Measure LP SVM Lasso
Accuracy 0.810 0.708 0.701
MCC 0.617 0.405 0.423
Precision(class I) 0.762 0.661 0.909
Precision(class D) 0.851 0.735 0.661