Rforestry (version 0.11.1.0)

autoforestry: autoforestry-forestry

Description

autoforestry-forestry

Usage

autoforestry(
  x,
  y,
  sampsize = as.integer(nrow(x) * 0.75),
  num_iter = 1024,
  eta = 2,
  verbose = FALSE,
  seed = 24750371,
  nthread = 0
)

Value

A `forestry` object

Arguments

x

A data frame of all training predictors.

y

A vector of all training responses.

sampsize

The size of total samples to draw for the training data.

num_iter

Maximum iterations/epochs per configuration. Default is 1024.

eta

Downsampling rate. Default value is 2.

verbose

if tuning process in verbose mode

seed

random seed

nthread

Number of threads to train and predict theforest. The default number is 0 which represents using all cores.