Description Usage Arguments Value Examples
View source: R/analysis_tools.R
A simple weighted sum of how many times feature i was split on at each depth in the forest.
1 | variable_importance(forest, decay.exponent = 2, max.depth = 4)
|
forest |
The trained forest. |
decay.exponent |
A tuning parameter that controls the importance of split depth. |
max.depth |
Maximum depth of splits to consider. |
A list specifying an 'importance value' for each feature.
1 2 3 4 5 6 7 8 9 10 11 12 |
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