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Table 3 Five-fold cross-validation results performed by DT 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

77.66

84.56

74.31

79.11

2

78.38

83.67

75.67

79.47

3

78.18

84.91

74.84

79.56

4

78.43

83.97

75.60

79.56

5

78.21

86.65

74.13

79.91

Average

78.17 ± 0.30

84.75 ± 1.16

74.91 ± 0.71

79.52 ± 0.28

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Journal of Translational Medicine

ISSN: 1479-5876

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