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Table 4 The performance of SVM-based model on the MP4 blind set

From: MP4: a machine learning based classification tool for prediction and functional annotation of pathogenic proteins from metagenomic and genomic datasets

Accuracy (%)

81.72

Class 1

Class 2

Class 3

Sensitivity

0.81

0.77

0.85

Specificity

0.93

0.93

0.86

Balanced accuracy

0.87

0.85

0.85

  1. Where, Class 1: Non-pathogenic proteins; Class 2: Antibiotic resistance and toxic proteins and Class 3: Secretory and capsular proteins
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BMC Bioinformatics

ISSN: 1471-2105

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