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Table 4 Comparison of the methods for pre-miRNA ab initio prediction using sequence HSD (A) and MMD (B). The results of Mirnacle are with thresholds (0.3, 0.3, 0.7) for the three stages, respectively

From: Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction

Method

Sensitivity

Selectivity

GM

(A) Results for the Homo sapiens sequence (HSD):

Mirnacle

100

29.52

54.33

TVM

100

1.43

11.95

miRNAFold

100

0.89

9.43

miRPara

98

0.93

9.54

CID-miRNA

38

0.69

5.12

VMir

100

0.56

7.48

(B) Results for the Mus musculus sequence (MMD):

Mirnacle

98.61

47.33

68.31

TVM

100

4.13

20.32

miRNAFold

98.59

7.71

27.57

miRPara

98.59

5.34

22.94

CID-miRNA

29.58

0.82

4.92

VMir

88.73

2.93

16.12