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Table 1 Five-fold cross-validation results performed by MLMDA 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 82.24 77.47 85.64 81.35
2 84.29 79.01 88.35 83.42
3 83.74 77.35 88.69 82.64
4 83.43 78.68 86.95 82.61
5 85.19 80.57 88.78 84.48
Average 83.77 ± 1.08 78.82 ± 1.31 87.68 ± 1.35 82.90 ± 1.15