Table 5.
Regression for complexity of molecular structures.
| Complexity | ||||
|---|---|---|---|---|
| Regression model | Molecular descriptor | R 2 | F | Sig |
| Quadratic model | ABC(G) | 0.985 | 226.123 | 0.000 |
| RA(G) | 0.970 | 111.645 | 0.000 | |
| S(G) | 0.974 | 133.007 | 0.000 | |
| GA(G) | 0.979 | 166.938 | 0.000 | |
| H(G) | 0.964 | 94.310 | 0.000 | |
| HM(G) | 0.996 | 811.944 | 0.000 | |
| F(G) | 0.996 | 808.730 | 0.000 | |
|
| ||||
| Cubic model | ABC(G) | 0.985 | 226.123 | 0.000 |
| RA(G) | 0.970 | 111.645 | 0.000 | |
| S(G) | 0.974 | 133.007 | 0.000 | |
| GA(G) | 0.992 | 245.379 | 0.000 | |
| H(G) | 0.964 | 94.310 | 0.000 | |
| HM(G) | 0.996 | 471.366 | 0.000 | |
| F(G) | 0.996 | 464.684 | 0.000 | |
|
| ||||
| Logarithmic model | ABC(G) | 0.919 | 91.217 | 0.000 |
| RA(G) | 0.886 | 62.372 | 0.000 | |
| S(G) | 0.889 | 64.349 | 0.000 | |
| GA(G) | 0.890 | 64.922 | 0.000 | |
| H(G) | 0.867 | 52.338 | 0.000 | |
| HM(G) | 0.891 | 65.343 | 0.000 | |
| F(G) | 0.897 | 69.945 | 0.000 | |
|
| ||||
| Exponential model | ABC(G) | 0.924 | 97.467 | 0.000 |
| RA(G) | 0.897 | 70.014 | 0.000 | |
| S(G) | 0.907 | 78.465 | 0.000 | |
| GA(G) | 0.919 | 91.290 | 0.000 | |
| H(G) | 0.889 | 64.375 | 0.000 | |
| HM(G) | 0.969 | 250.374 | 0.000 | |
| F(G) | 0.968 | 244.542 | 0.000 | |