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Table 14 The precision, recall, and FP rates of the most accurate classifiers and regressors on the test set in early integration for S2783 data set.

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

 

SVM

SVR

 

S O

T O *

S T *

S O

T O *

S T *

Precision

0.790

0.807

0.784

0.854

0.868

0.855

Recall

0.612

0.579

0.614

0.527

0.501

0.529

FP rate

0.072

0.061

0.075

0.040

0.034

0.040

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BMC Structural Biology

ISSN: 1472-6807

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