Table 2. Optimal model parameters for QSAR and ISC QSAAR models.
| Models | L-QSAR |
G-QSAR | QSAAR | ||
| Model parameters | Rat | Rabbit | |||
| DTF | Number of trees | 250 | 210 | 210 | 331 |
| Maximum depth of any tree in the forest | 14 | 15 | 14 | 11 | |
| Average number of group splits in each tree | 116.9 | 63.6 | 145.5 | 29.2 | |
| DTB | Number of trees | 400 | 400 | 525 | 400 |
| Maximum depth of any tree in the series | 8 | 7 | 8 | 7 | |
| Average number of group splits in each tree | 150.1 | 155.8 | 146.4 | 119.1 | |