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MBOMultiObjResult

Multi-Objective result object.


Description

  • pareto.front [matrix]Pareto front of all evaluated points.

  • pareto.set [list of lists]Pareto set of all evaluated points.

  • pareto.inds [numeric]Indices of the Pareto-optimal points in the opt.path

  • opt.path [OptPath]Optimization path. Includes all evaluated points and additional information as documented in mbo_OptPath. You can convert it via as.data.frame.

  • final.state [character] The final termination state. Gives information why the optimization ended

  • models [List of WrappedModel]List of saved regression models.

  • control[MBOControl] Control object used in optimization


mlrMBO

Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions

v1.1.5
BSD_2_clause + file LICENSE
Authors
Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Jakob Richter [aut, cre] (<https://orcid.org/0000-0003-4481-5554>), Jakob Bossek [aut] (<https://orcid.org/0000-0002-4121-4668>), Daniel Horn [aut], Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>), Janek Thomas [aut] (<https://orcid.org/0000-0003-4511-6245>)
Initial release

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