rbv2

Reproduce results from randombot_v2. Work in progress!

Installation

You can install the released version from github using:

remotes::install_github("pfistfl/rbv2")

Example

This is a basic example which shows you how to solve a common problem:

library(rbv2)
learner_id = "classif.svm"
task_id = 3
configuration = list(gamma = 0.1, cost  = 10, sample.rate = .1)
eval_config(learner_id, task_id, configuration)

or using rbv2_style:

learner_id = "rbv2_super"
task_id = 3
configuration = list(svm.gamma = 0.1, svm.cost  = 10, learner = "svm", trainsize = .1)
eval_rbv2(learner_id, task_id, configuration)