perturbTabularDisc: Tabular perturbator

In viadee/anchorsOnR: AnchorsOnR: High-Precision Model-Agnostic Explanations in R

Description

Perturbation function for tabular data

Perturbation function for tabular data

Usage

perturbTabular(dataset, discretized_dataset, instance,
  discretized_instance, anchors, p, ...)

perturbTabularDisc(dataset, discretized_dataset, instance,
  discretized_instance, anchors, p, ...)

Arguments

dataset	the dataset from which perturbations will be drawn
discretized_dataset	the discretized dataset
instance	the instance to be perturbed
discretized_instance	the discretized version of the instance
anchors	selected anchors in the data set
p	possibility of an a feature to be perturbated. Anchors are not perturbated.
...	further arguments to be passed

Value

perturbated instance

viadee/anchorsOnR documentation built on Nov. 22, 2019, 5:24 p.m.