setup.LIHAD: Set s_LIHAD parameters
In egenn/rtemis: Machine Learning and Visualization

setup.LIHAD

R Documentation

Set s_LIHAD parameters

Description

Set s_LIHAD parameters

Usage

setup.LIHAD(
  max.depth = 2,
  learning.rate = 1,
  lincoef.params = setup.lincoef("glmnet"),
  alpha = 0,
  lambda = 0.1,
  minobsinnode = 2,
  minobsinnode.lin = 20,
  ...
)

Arguments

`max.depth`	[gS] Integer: Max depth of additive tree. Default = 3
`learning.rate`	[gS] Float (0, 1): Learning rate.
`lincoef.params`	Named List: Output of setup.lincoef
`alpha`	[gS] Float: `lincoef` alpha Overrides `lincoef.params` alpha
`lambda`	[gS] Float: `lincoef` lambda. Overrides `lincoef.params` lambda
`minobsinnode`	[gS] Integer: Minimum N observations needed in node, before considering splitting
`minobsinnode.lin`	Integer: Minimum N observations needed in node in order to train linear model.
`...`	Additional arguments