The means and SDs of the AUC values of eight methods for the NPs + DerALL and ChEMBL26
| . | NP + DerALL . | ALL . |
|---|---|---|
| FNN | 0.944 ± 0.044 | 0.933 ± 0.057 |
| GC | 0.911 ± 0.085 | 0.918 ± 0.061 |
| LSTM | 0.910 ± 0.073 | 0.883 ± 0.101 |
| SVM | 0.929 ± 0.070 | 0.933 ± 0.061 |
| RF | 0.931 ± 0.066 | 0.935 ± 0.063 |
| XGBOOST | 0.915 ± 0.081 | 0.913 ± 0.083 |
| KNN | 0.888 ± 0.078 | 0.902 ± 0.069 |
| NB | 0.879 ± 0.104 | 0.874 ± 0.110 |
| . | NP + DerALL . | ALL . |
|---|---|---|
| FNN | 0.944 ± 0.044 | 0.933 ± 0.057 |
| GC | 0.911 ± 0.085 | 0.918 ± 0.061 |
| LSTM | 0.910 ± 0.073 | 0.883 ± 0.101 |
| SVM | 0.929 ± 0.070 | 0.933 ± 0.061 |
| RF | 0.931 ± 0.066 | 0.935 ± 0.063 |
| XGBOOST | 0.915 ± 0.081 | 0.913 ± 0.083 |
| KNN | 0.888 ± 0.078 | 0.902 ± 0.069 |
| NB | 0.879 ± 0.104 | 0.874 ± 0.110 |
The means and SDs of the AUC values of eight methods for the NPs + DerALL and ChEMBL26
| . | NP + DerALL . | ALL . |
|---|---|---|
| FNN | 0.944 ± 0.044 | 0.933 ± 0.057 |
| GC | 0.911 ± 0.085 | 0.918 ± 0.061 |
| LSTM | 0.910 ± 0.073 | 0.883 ± 0.101 |
| SVM | 0.929 ± 0.070 | 0.933 ± 0.061 |
| RF | 0.931 ± 0.066 | 0.935 ± 0.063 |
| XGBOOST | 0.915 ± 0.081 | 0.913 ± 0.083 |
| KNN | 0.888 ± 0.078 | 0.902 ± 0.069 |
| NB | 0.879 ± 0.104 | 0.874 ± 0.110 |
| . | NP + DerALL . | ALL . |
|---|---|---|
| FNN | 0.944 ± 0.044 | 0.933 ± 0.057 |
| GC | 0.911 ± 0.085 | 0.918 ± 0.061 |
| LSTM | 0.910 ± 0.073 | 0.883 ± 0.101 |
| SVM | 0.929 ± 0.070 | 0.933 ± 0.061 |
| RF | 0.931 ± 0.066 | 0.935 ± 0.063 |
| XGBOOST | 0.915 ± 0.081 | 0.913 ± 0.083 |
| KNN | 0.888 ± 0.078 | 0.902 ± 0.069 |
| NB | 0.879 ± 0.104 | 0.874 ± 0.110 |
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