Table 3 Ablation experiment result on Dataset1 and Dataset2
From: MHESMMR: a multilevel model for predicting the regulation of miRNAs expression by small molecules
Model | Dataset | Acc. (%) | Sen. (%) | Spec. (%) | MCC (%) |
|---|---|---|---|---|---|
MHESMMR | Dataset1 | 90.55 ± 0.91 | 92.73 ± 1.65 | 88.38 ± 2.03 | 81.21 ± 1.80 |
Dataset2 | 90.97 ± 1.51 | 92.74 ± 1.76 | 89.21 ± 3.25 | 82.05 ± 2.94 | |
MHESMMR(G) | Dataset1 | 87.11 ± 1.26 | 88.50 ± 2.39 | 76.09 ± 2.93 | 78.31 ± 2.41 |
Dataset2 | 89.63 ± 3.22 | 90.73 ± 1.75 | 85.91 ± 3.71 | 81.61 ± 1.96 | |
MHESMMR(A) | Dataset1 | 81.36 ± 1.54 | 84.35 ± 2.96 | 73.31 ± 3.69 | 75.88 ± 3.65 |
Dataset2 | 88.43 ± 2.97 | 89.25 ± 3.01 | 86.31 ± 4.02 | 79.36 ± 2.45 |