Table 2. The goodness of fit (R2, please see Code 1 in Supplemental Files) of the fractal model (Su, 2016) on each of 19,833 samples are shown in the following table (the range in the “Average” column is standard error).
R2 varies between 0 and 1, with larger numbers indicating better fits.
| R2 | Maximum | Minimum | Median | Average | Sample numbers |
|---|---|---|---|---|---|
| diatom | 1.000 | 0.460 | 0.917 | 0.901 ± 0.001 | 3,224 |
| fish | 0.997 | 0.397 | 0.841 | 0.829 ± 0.004 | 761 |
| bbs | 0.982 | 0.555 | 0.792 | 0.791 ± 0.001 | 2,769 |
| cbc | 0.990 | 0.474 | 0.787 | 0.785 ± 0.002 | 1,999 |
| fia | 0.989 | 0.089 | 0.880 | 0.860 ± 0.001 | 10,355 |
| gentry | 0.969 | 0.640 | 0.911 | 0.892 ± 0.004 | 222 |
| mcdb | 0.981 | 0.466 | 0.869 | 0.838 ± 0.011 | 103 |
| nabc | 0.986 | 0.639 | 0.884 | 0.872 ± 0.004 | 400 |
| Total | 1.000 | 0.089 | 0.867 | 0.849 ± 0.001 | 19,833 |