Table 9 The consistency results of molecular docking calculation and model prediction, and the bold marks the best in the table
From: Deep learning-based classification model for GPR151 activator activity prediction
| Â | Consistency (%) | Active-recall (%) | Inactive-recall (%) |
|---|---|---|---|
DOCKING:RDKFP-CNN | 69 | 74.5 | 61 |
DOCKING:MorganFP-LSTM | 70.6 | 76.1 | 61.7 |
DOCKING:Mol2vec-CNN-SVM | 71.6 | 76.1 | 64.8 |