R/package.R

In ModelOriented/EIX: Explain Interactions in 'XGBoost'

#' EIX package
#'
#' 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.
#' @import MASS
#' @import tidyr
#'
#' @name EIX-package
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