tableOfTrees

model

<p>a data table with data used to train the model</p>

data

internal

Structure mining from 'XGBoost' and 'LightGBM' models.
Key functionalities of this package cover: visualisation of tree-based ensembles models,
identification of interactions, measuring of variable importance,
measuring of interaction importance, explanation of single prediction
with break down plots (based on 'xgboostExplainer' and 'iBreakDown' packages).
To download the 'LightGBM' use the following link: <https://github.com/Microsoft/LightGBM>.
'EIX' is a part of the 'DrWhy.AI' universe.

Szymon Maksymiuk

Explain Interactions in 'XGBoost'

Ewelina Karbowiak

Przemyslaw Biecek

tableOfTrees function

tableOfTrees — tableOfTrees

tableOfTrees: tableOfTrees

Description

Usage

Arguments

Value