38.8% (Sum importance) | 55.5% (Sum importance) | 70.4% (Sum importance) | ||||||||
Top 100 important | Top 200 important | Top 300 important | ||||||||
Number of random features | 10 | 20 | 30 | 20 | 40 | 60 | 30 | 60 | 90 | |
200 trees | OOB | 0.830 | 0.879 | 0.899 | 0.784 | 0.870 | 0.896 | 0.771 | 0.839 | 0.887 |
TEST | 0.449 | 0.473 | 0.464 | 0.447 | 0.459 | 0.475 | 0.441 | 0.475 | 0.477 | |
Number of random features | 40 | 50 | 60 | 80 | 100 | 120 | 120 | 150 | 180 | |
200 trees | OOB | 0.905 | 0.907 | 0.910 | 0.899 | 0.906 | 0.908 | 0.896 | 0.901 | 0.903 |
TEST | 0.461 | 0.459 | 0.455 | 0.468 | 0.469 | 0.456 | 0.465 | 0.466 | 0.459 |