Table 3.
A summary of the performance of each FANN-QSAR model on CB2 ligand data set.
Round | r2 training | r2 test |
---|---|---|
ECFP6-ANN-QSAR | ||
1 | 0.86 | 0.55 |
2 | 0.81 | 0.63 |
3 | 0.87 | 0.53 |
4 | 0.84 | 0.56 |
5 | 0.89 | 0.54 |
FP2-ANN-QSAR | ||
1 | 0.78 | 0.55 |
2 | 0.74 | 0.60 |
3 | 0.74 | 0.38 |
4 | 0.77 | 0.46 |
5 | 0.79 | 0.40 |
MACCS-ANN-QSAR | ||
1 | 0.74 | 0.48 |
2 | 0.72 | 0.53 |
3 | 0.74 | 0.37 |
4 | 0.74 | 0.47 |
5 | 0.75 | 0.41 |