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Table 1 Performance evaluation of RPISeq

From: Predicting RNA-Protein Interactions Using Only Sequence Information

Dataset

Classifier

Accuracy %

Precision

Recall

F-measure

RPI2241

Random Forest

89.6

0.89

0.90

0.90

RPI2241

SVM

87.1

0.87

0.88

0.87

RPI369

Random Forest

76.2

0.75

0.78

0.77

RPI369

SVM

72.8

0.73

0.73

0.73

  1. Results of 10-fold cross-validation experiments using RPI2241 and RPI369 datasets.
  2. See Methods for definitions of performance measures.
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BMC Bioinformatics

ISSN: 1471-2105

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