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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