addSimulatedData: Add simulated data as a problem.

In tudo-r/BatchExperimentsMlr: BatchExperimentsMlr

Description

Learners should be compared on the same training / test splits, therefore a problem seed will always be used to synchronize resampling.

Usage

  addSimulatedData(reg, id, type, fun, target, resampling,
    measures, seed)

Arguments

reg	[ExperimentRegistryMlr] Registry.
id	[character(1)] Name of problem.
type	[character(1)] Type of learn task, either "classif" for classification or "regr" for regression.
fun	[function] Function for data generation.
target	[character(1)] Name of target variable.
resampling	[ResampleDesc | ResampleInstance] Resampling strategy.
measures	[Measure | list of Measure] Performance measures to evaluate for task. Default are the default mlr measures for the task.
seed	[integer(1)] Problem seed. Default is to generate a random one.

Value

[character(1)]. Invisibly returns the id.

tudo-r/BatchExperimentsMlr documentation built on June 1, 2019, 2:52 a.m.