max_splitter: Determines the maximum sample size in the second RF bag
In zsiders/EnsembleRandomForests: Ensemble Random Forests

max_splitter

R Documentation

Determines the maximum sample size in the second RF bag

Description

Takes a data.frame object determines the maximum split

Usage

max_splitter(v, p = 0.89, nmax = 10000)

Arguments

`v`	A data frame object returned from erf_data_prep()
`p`	A numeric value between (0,1), default is just below 90%
`nmax`	A numeric value > 0 specifying the maximum number of observations per bag, default is 1e4

Value

A numeric value specifying the maximum split

Examples

data <- erf_data_prep(df=simData$samples, var='obs', covariates=grep('cov', colnames(simData$samples), value=TRUE))
max_splitter(data)
max_splitter(data, p=0.6)

zsiders/EnsembleRandomForests documentation built on Oct. 8, 2024, 11:41 p.m.