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Table 5 Comparison of miPlantPre against other methods

From: Prediction of plant pre-microRNAs and their microRNAs in genome-scale sequences using structure-sequence features and support vector machine

Methods

Training dataset

Testing dataset

Features selected

Classification results (%)

pos

neg

pos

neg

SE

SP

Acc

Gm

Triplet-SVM

163

168

30

1000

32

93.30

88.10

90.66

90.66

MiPred

163

168

263

265

34

89.35

93.21

91.26

91.26

miPred

200

400

123

146

34

84.55

97.97

91.01

91.01

miRabela

Not given clearly in the article

71.00

97.00

82.99

82.99

microPred

SMOTE + outer-5-fold-cv

21

90.02

97.28

93.58

93.58

plantMiRNAPred

outer-5-fold-cv

68

91.93

97.84

94.84

94.84

miPlantPre

outer-5-fold-cv

47

95.50

98.82

97.16

97.16