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Table 2 Five-fold cross-validation results performed by SVM model on HMDD v3.0 dataset

From: MLMDA: a machine learning approach to predict and validate MicroRNA–disease associations by integrating of heterogenous information sources

Testing set

Accuracy (%)

Recall (%)

Precision (%)

F1-score (%)

1

81.00

76.54

83.04

79.66

2

81.59

79.84

81.86

80.83

3

81.20

79.01

81.70

80.33

4

81.20

80.66

80.66

80.66

5

82.39

81.48

82.16

81.82

Average

81.47 ± 0.55

79.50 ± 1.89

81.88 ± 0.85

80.66 ± 0.78

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Journal of Translational Medicine

ISSN: 1479-5876

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