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Table 7 Classification results using known and new CaM-binding motifs, 10-fold cross validation and SWS_RE scoring method

From: The predictive performance of short-linear motif features in the prediction of calmodulin-binding proteins

Dataset for classification

# features

Classifier

Accuracy (%)

Known SLiMs

 

SVM

49.09

 

14

RF

70.80

  

NB

70.03

New SLiMs

 

SVM

71.58

 

100

RF

71.32

  

NB

71.06