bootstrap {structToolbox} | R Documentation

## Bootstrap class

### Description

Applies bootstrapping to a model or model_seq(). Any output from the model can be 'collected' over all bootstrap repetitions for further analysis.

### Usage

    bootstrap(number_of_iterations = 100, collect, ...)

### Arguments

`number_of_iterations` | The number of bootstrap iterations to run
`collect` | The name of model output to collect over all iterations
`...` | additional slots and values passed to struct_class

### Value

A struct iterator object

### Examples

    D = iris_DatasetExperiment()
    I = bootstrap(number_of_iterations = 5, collect='vip') *
        (mean_centre() + PLSDA(factor_name = 'Species'))
    I = run(I,D,balanced_accuracy())

[Package structToolbox version 0.99.8 Index]