Table 6. SAR model compared with previously reported models (Ivanciuc, 1998). |
Steiger Test |
Model |
|
Characteristic |
NN |
MLR |
r(Toxexp. Ŷ4v-Eq(2)) |
0.9815 |
|
r(Toxexp. Ŷ (Ivanciuc, 1998) |
0.9643 |
0.9551 |
r(Ŷ4v-Eq(4). Ŷ (Ivanciuc, 1998) |
0.9379 |
0.9273 |
Z (Steiger test parameter) |
1.6939 |
2.2781 |
pZ (type I error of Z parameter) |
4.51·10-2 |
1.14·10-2 |
NN: neural network; MLR: Multiple Linear Regression. |
|