The workflow in this study is shown in Figure . The compounds in the dataset were docked and the binding energies were calculated by MM-GB/SA method. Then, the fingerprints were also calculated and used for ML model. Additionally, a ML model which combines MM-GB/SA scores and fingerprints were built. The explanation of each step in detail was described below.