min_depth_distribution: Calculate minimal depth distribution of a random forest
In randomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance
Description
Usage
Arguments
Value
Examples
View source: R/min_depth_distribution.R
Description
Get minimal depth values for all trees in a random forest
Usage
1
min_depth_distribution(forest)
Arguments
forest
A randomForest or ranger object
Value
A data frame with the value of minimal depth for every variable in every tree
Examples
1
2
min_depth_distribution(randomForest::randomForest(Species ~ ., data = iris, ntree = 100))
min_depth_distribution(ranger::ranger(Species ~ ., data = iris, num.trees = 100))
randomForestExplainer documentation built on July 12, 2020, 1:06 a.m.
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Description Usage Arguments Value Examples
View source: R/min_depth_distribution.R
Description
Get minimal depth values for all trees in a random forest
Usage
1 | min_depth_distribution(forest)
|
Arguments
forest |
A randomForest or ranger object |
Value
A data frame with the value of minimal depth for every variable in every tree
Examples
1 2 | min_depth_distribution(randomForest::randomForest(Species ~ ., data = iris, ntree = 100))
min_depth_distribution(ranger::ranger(Species ~ ., data = iris, num.trees = 100))
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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