runBot: Main function to run the bot. This evaluates batch.size...

In ja-thomas/OMLbots: Bot to run experiments on OpenML

Description

Main function to run the bot. This evaluates batch.size configurations. Task, learner and the actual configuration are defined by the corresponding functions.

Usage

runBot(batch.size, sample.learner.fun = sampleRandomLearner,
  sample.task.fun = sampleSimpleTask,
  sample.configuration.fun = sampleRandomConfiguration,
  min.resources = NULL, max.resources = NULL,
  lrn.ps.sets = simple.lrn.par.set, upload = FALSE, path = NA,
  extra.tag = "botV1")

Arguments

batch.size	number of configurations to evaluate in parallel
sample.learner.fun	function to sample a learner from tunePair
sample.task.fun	sample a OML task
min.resources	minimal resources to start benchmark (list with elements walltime and memory)
max.resources	maximum resources allowed for each evaluation (list with elements walltime and memory)
lrn.ps.sets	of available learners with matching parameter sets
upload	should the run be uploaded to OpenML
path	where should the registry be created, defaults to tempdir()
sample.configuration	given a lrn sample a configuration

ja-thomas/OMLbots documentation built on May 18, 2019, 7:15 a.m.