treeInteractions: Tree Interactions
In BlueTea88/xgboostcon: XGBoost conditions and parameter ranking
Description
Usage
Arguments
Details
Value
View source: R/treeInteractions.R
Description
Extract interactions fitted in an XGBoost model.
Usage
1
treeInteractions(in.tree, in.depth)
Arguments
in.tree
Trees from a fitted XGBoost model
in.depth
Maximum depth of the input model
Details
Search the trees of an XGBoost model to identify fitted interactions.
For tree based models, interactions are modelled by features sharing the same tree.
Pads out lower order interactions that are contained within a higher order interaction.
Value
Returns a list of vectors where each item of the list contains the feature names of one interaction.
BlueTea88/xgboostcon documentation built on May 17, 2019, 11:05 a.m.
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.
Description Usage Arguments Details Value
View source: R/treeInteractions.R
Description
Extract interactions fitted in an XGBoost model.
Usage
1 | treeInteractions(in.tree, in.depth)
|
Arguments
in.tree |
Trees from a fitted XGBoost model |
in.depth |
Maximum depth of the input model |
Details
Search the trees of an XGBoost model to identify fitted interactions. For tree based models, interactions are modelled by features sharing the same tree. Pads out lower order interactions that are contained within a higher order interaction.
Value
Returns a list of vectors where each item of the list contains the feature names of one interaction.
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.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.