Total number of parameters | Expressions for parameters | Goodness of fit | Prediction statistic | Max. VIF | ||
---|---|---|---|---|---|---|
MAE | RMSE | R2 | RMSE (CV) | |||
3 | \(a=a0\) \(b=b0\) \(c=c0\) | 3.282 | 4.311 | 0.685 | 4.322 | |
4 | \(a=a0+a1\times {H}_{dom}AA\) \(b=b0\) \(c=c0\) | 3.138 | 4.201 | 0.701 | 4.235 | |
5 | \(a=a0+a1\times {H}_{dom}AA\) \(b=b0+b1\times RangeDBHAA\) \(c=c0\) | 3.100 | 4.167 | 0.706 | 4.210 | |
6 | \(a=a0+a1\times {H}_{dom}AA+a2\times GCdAA\) \(b=b0+b1\times RangeDBHAA\) \(c=c0\) | 3.088 | 4.126 | 0.712 | 4.181 | 2.134 |
7 | \(a=a0+a1\times {H}_{dom}AA+a2\times BAAA\) \(b=b0+b1\times DB{H}_{max}AA\) \(c=c0+c1\times RNAA\) | 3.068 | 4.107 | 0.715 | 4.178 | 2.161 |
8 | \(a=a0+a1\times {H}_{dom}AA+a2\times HdAA+a3\times BA\) \(b=b0\) \(c=c0+c1\times HdAA+c2\times ALT\) | 3.073 | 4.080 | 0.718 | 4.173 | 2.362 |