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Table 7 The precision, recall, and FP rates of the most accurate classifiers on the test set in early integration for S1615 data set.

From: Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

 

SVM

 

S O

T O *

S T *

Precision

0.711

0.800

0.702

Recall

0.284

0.282

0.284

FP rate

0.015

0.009

0.016