min_depth_distribution: Calculate minimal depth distribution of a random forest
In ModelOriented/randomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance
View source: R/min_depth_distribution.R
min_depth_distribution R Documentation
Calculate minimal depth distribution of a random forest
Description
Get minimal depth values for all trees in a random forest
Usage
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
min_depth_distribution(randomForest::randomForest(Species ~ ., data = iris, ntree = 100))
min_depth_distribution(ranger::ranger(Species ~ ., data = iris, num.trees = 100))
ModelOriented/randomForestExplainer documentation built on March 23, 2024, 10:31 p.m.
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View source: R/min_depth_distribution.R
| min_depth_distribution | R Documentation |
Calculate minimal depth distribution of a random forest
Description
Get minimal depth values for all trees in a random forest
Usage
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
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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