cforde: Compute conditional circuit parameters

In arf: Adversarial Random Forests

Compute conditional circuit parameters

Description

Compute conditional circuit parameters

Usage

cforde(
  params,
  evidence,
  row_mode = c("separate", "or"),
  nomatch = c("force", "na"),
  verbose = TRUE,
  stepsize = 0,
  parallel = TRUE
)

Arguments

params	Circuit parameters learned via forde.
evidence	Data frame of conditioning event(s).
row_mode	Interpretation of rows in multi-row conditions.
nomatch	What to do if no leaf matches a condition in evidence? Options are to force sampling from a random leaf ("force") or return NA ("na"). The default is "force".
verbose	Show warnings, e.g. when no leaf matches a condition?
stepsize	Stepsize defining number of condition rows handled in one for each step.
parallel	Compute in parallel? Must register backend beforehand, e.g. via doParallel or doFuture; see examples.

Value

List with conditions (evidence_input), prepared conditions (evidence_prepped) and leaves that match the conditions in evidence with continuous data (cnt) and categorical data (cat) as well as leaf info (forest).

arf documentation built on April 3, 2025, 7:29 p.m.