From: EMDLP: Ensemble multiscale deep learning model for RNA methylation site prediction
Modification type | Classifiers | AUROC | Acc (%) | Sn (%) | Sp (%) | MCC (%) | Pre (%) | F1 (%) | AUPRC | Time (s) |
---|---|---|---|---|---|---|---|---|---|---|
m1A | CNNRGloVe | 0.9248 | 94.06 | 66.95 | 96.78 | 63.97 | 67.52 | 67.23 | 0.7147 | 127 |
DCNNRGloVe | 0.9305 | 94.22 | 58.01 | 97.84 | 61.97 | 72.88 | 64.60 | 0.7155 | 96 | |
BiLSTMRGloVe | 0.9260 | 93.02 | 66.44 | 95.68 | 59.63 | 60.62 | 63.40 | 0.6980 | 2104 | |
DCBRGloVe | 0.9377 | 94.62 | 61.72 | 97.91 | 65.04 | 74.69 | 67.59 | 0.7356 | 1809 | |
m6A | CNNRGloVe | 0.8281 | 74.93 | 81.84 | 68.22 | 50.47 | 71.44 | 76.29 | 0.8009 | 5264 |
DCNNRGloVe | 0.8355 | 75.79 | 82.48 | 69.29 | 52.18 | 72.29 | 77.05 | 0.8103 | 18,732 | |
BiLSTMRGloVe | 0.7885 | 71.42 | 83.87 | 59.33 | 44.48 | 66.70 | 74.31 | 0.7564 | 131,340 | |
DCBRGloVe | 0.8432 | 76.46 | 79.30 | 73.65 | 53.03 | 74.96 | 77.07 | 0.8199 | 21,638 |