convertMLBenchObjToTask

[<code>character(1)</code>]
Name of an mlbench function or dataset.

[<code>integer(1)</code>]
Number of observations for data simul functions.
Note that for a few mlbench function this setting is not exactly respected by mlbench.
Default is 100.

We auto-set the target column, drop any column which is called &#8220;Id&#8221; and
convert logicals to factors.

Interface to a large number of classification and regression
techniques, including machine-readable parameter descriptions. There is
also an experimental extension for survival analysis, clustering and
general, example-specific cost-sensitive learning. Generic resampling,
including cross-validation, bootstrapping and subsampling. Hyperparameter
tuning with modern optimization techniques, for single- and multi-objective
problems. Filter and wrapper methods for feature selection. Extension of
basic learners with additional operations common in machine learning, also
allowing for easy nested resampling. Most operations can be parallelized.

convertMLBenchObjToTask: Convert a machine learning benchmark / demo object from package mlbench to a task.

Description

Usage

Arguments

Examples