terminalNodesDepth: Depth of each terminal node of all trees in a ranger model
In solitude: An Implementation of Isolation Forest
Description
Usage
Arguments
Details
Value
Examples
View source: R/terminal_nodes.R
Description
Depth of each terminal node of all trees in a ranger model is
returned as a three column tibble with column names: 'id_tree',
'id_node', 'depth'. Note that root node has the node_id = 0.
Usage
1
terminalNodesDepth(model)
Arguments
model
A ranger model
Details
This function may be parallelized using a future backend.
Value
A tibble with three columns: 'id_tree', 'id_node', 'depth'.
Examples
1
2
rf = ranger::ranger(Species ~ ., data = iris, num.trees = 100)
terminalNodesDepth(rf)
solitude documentation built on July 30, 2021, 1:07 a.m.
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Description Usage Arguments Details Value Examples
View source: R/terminal_nodes.R
Description
Depth of each terminal node of all trees in a ranger model is returned as a three column tibble with column names: 'id_tree', 'id_node', 'depth'. Note that root node has the node_id = 0.
Usage
1 | terminalNodesDepth(model)
|
Arguments
model |
A ranger model |
Details
This function may be parallelized using a future backend.
Value
A tibble with three columns: 'id_tree', 'id_node', 'depth'.
Examples
1 2 | rf = ranger::ranger(Species ~ ., data = iris, num.trees = 100)
terminalNodesDepth(rf)
|
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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