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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