many_rf: Generate a list of randomForest models.

In cb-42/cbmbtools: R Functions for Facilitating Microbiome Analyses

Description

Generate a list of randomForest models.

Usage

many_rf(df, y, nforest = 100, seed = 1234, ...)

Arguments

df	Dataframe that contains the variables to be included in the model.
y	The response vector.
nforest	Number of random forests to create, 100 by default.
seed	Numeric value passed to set.seed, for ensuring reproducibility. Although the default is 1234, best practice would be to vary the seed, perhaps by project, or even by model.
...	Optional parameters to pass to randomForest.

Value

A list object containing nforest randomForest models.

Examples

many_rf(data = vfd_fam.norm[, -length(vfd_fam.norm)], y = vfd_fam.norm[, "VFDandAlive"],
  importance = TRUE)

cb-42/cbmbtools documentation built on Jan. 9, 2021, 1:38 a.m.