Table 4 Important validation parameter of genetic function approximation (GFA) technique
From: QSAR studies of BBR analogues against coxsackievirus B1
Parameters | Equation 1 | Equation 2 | Equation 3 | Equation 4 |
|---|---|---|---|---|
Friedman LOF | 0.068744 | 0.143966 | 0.189359 | 0.237127 |
R-squared | 0.897072 | 0.784445 | 0.716481 | 0.644958 |
Adjusted R-squared | 0.862763 | 0.712593 | 0.621974 | 0.526611 |
Cross-validated R-squared | 0.761693 | 0.486621 | 0.428058 | 0.270925 |
SOR F-value | 26.146661 | 10.917535 | 7.581289 | 5.449715 |
Critical SOR F-value (95%) | 3.306215 | 3.306215 | 3.306215 | 3.306215 |
Min expt. error for non-significant LOF (95%) | 0.091447 | 0.132337 | 0.151773 | 0.169841 |