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Table 7.
Features of the Best10 set from experiment DR7+9, ordered by decreasing importance as expressed by the score of the RF based on the Gini criterion.
| Position | Feature | Score |
|---|---|---|
1  |
gpsf − umodel | 0.424 |
2  |
i petro/i psf | 0.121 |
3  |
|
0.092 |
4  |
i exp / r psf | 0.072 |
5  |
r psf /gexp | 0.071 |
6  |
i psf / z model | 0.064 |
7  |
i psf − r model | 0.062 |
8  |
i psf − i dev | 0.042 |
9  |
z exp/z psf | 0.026 |
10  |
r petro/r psf | 0.025 |
Notes. The change with respect to the initially found ordering of the presented approach, and the RF score are reported, too.
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