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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