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Table 4 Performance of large-scale miRBase families test

From: miRFam: an effective automatic miRNA classification method based on n-grams and a multiclass SVM

 

miRBase14

miRBase15

Family number

334a

398a

1056b

MiRNA number

7797

9379

11115

Accuracy (%)c

89.21

88.91

85.09

Accuracy (%)d

98.18

97.97

90.66

  1. a Families in miRBase whose members are no less than 5.
  2. b All families in miRBase 15 are used.
  3. c miRFam results with uni-, bi- and trigram features.
  4. d miRFam results with uni-, bi-, tri- and tetragram features.