Function reference • EnsembleRandomForests

Main functions
`ens_random_forests()`	Ensemble Random Forests
`erf_impt()`	Visualizes variable importance from ERF
`calc_ALE()`	Accumulated Local Effects for ERF
`calc_ALE_multi()`	Accumulated Local Effects for ERF for multivariate factors
`plot_ALE()`	Plots Accumulated Local Effects for ERF
`plot_ALE_multi()`	Plots Accumulated Local Effects for ERF for multivariate factors
Generally internally called
`erf_data_prep()`	Prepare a data.frame for ERF
`erf_formula_prep()`	Make a formula for ERF use
`max_splitter()`	Determines the maximum sample size in the second RF bag
`rf_ens_fn()`	Random Forest model with additional bagging
`rocr_ens()`	Receiver Operator Characteristic Curve calculations
`ALE_fn()`	Accumulated Local Effects workhorse
Example data
`simData`	Example dataset for use with ERF

Reference