Research Article
Linear and Nonlinear QSAR Study of N2 and O6 Substituted Guanine Derivatives as Cyclin-Dependent Kinase 2 Inhibitors
Table 5
Comparison of the statistical parameters obtained from ANN and MLR models.
| Parameter | Test set () | Validation set () | MLR | ANN | MLR | ANN |
| MAE (%) | 13.43 | 13.29 | 13.82 | 10.405 | MSE | 0.069 | 0.063 | 0.065 | 0.0171 | PRESS | 0.1394 | 0.1333 | 0.1349 | 0.0693 | SEP | 0.964 | 0.956 | 0.936 | 0.982 | | 0.8122 | 0.7422 | 0.5518 | 0.4181 | RMAE | 3.607 | 3.433 | 3.68 | 2.221 |
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