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Table 16 Multikernel SVM and SVR test results as intermediate integration for S2783 data set.

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

 

SVM

SVR

 

Accuracy

Precision

Recall

FP Rate

Accuracy

Precision

Recall

FP Rate

S O

0.800

0.716

0.589

0.107

0.789

0.688

0.570

0.115

S O *

0.799

0.708

0.604

0.114

0.790

0.692

0.569

0.113

T O

0.805

0.710

0.621

0.113

0.797

0.705

0.580

0.107

T O *

0.802

0.697

0.629

0.122

0.792

0.677

0.611

0.129

S T

0.806

0.705

0.636

0.119

0.793

0.681

0.607

0.126

S T *

0.804

0.700

0.633

0.121

0.789

0.671

0.610

0.132

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BMC Structural Biology

ISSN: 1472-6807

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