Decompose a caret model into its essential parts

Given object which is a caret object made with train, When CaretModelDecomposition$new(object) is called, Then the object essential parts are available via public fields.

Further Reading

• The caret Package book

Super class

caret.explainer::ModelDecomposition -> CaretModelDecomposition

Methods

Public methods

• CaretModelDecomposition$predict_function()

Inherited methods

• caret.explainer::ModelDecomposition$initialize()

• caret.explainer::ModelDecomposition$set_data()

---

Method predict_function()

Predict method for object.

Usage

CaretModelDecomposition$predict_function(object, newdata)

Arguments

object

(train) A model object made by train.

newdata

(data.frame)` A data table in which to look for variables with which to predict.