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mlr_tasks_boston_housing

Boston Housing Regression Task


Description

A regression task for the mlbench::BostonHousing2 data set.

Format

R6::R6Class inheriting from TaskRegr.

Construction

mlr_tasks$get("boston_housing")
tsk("boston_housing")

Meta Information

  • Task type: “regr”

  • Dimensions: 506x19

  • Properties: -

  • Has Missings: FALSE

  • Target: “medv”

  • Features: “age”, “b”, “chas”, “cmedv”, “crim”, “dis”, “indus”, “lat”, “lon”, “lstat”, “nox”, “ptratio”, “rad”, “rm”, “tax”, “town”, “tract”, “zn”

See Also

as.data.table(mlr_tasks) for a complete table of all (also dynamically created) Tasks.


mlr3

Machine Learning in R - Next Generation

v0.11.0
LGPL-3
Authors
Michel Lang [cre, aut] (<https://orcid.org/0000-0001-9754-0393>), Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>), Jakob Richter [aut] (<https://orcid.org/0000-0003-4481-5554>), Patrick Schratz [aut] (<https://orcid.org/0000-0003-0748-6624>), Giuseppe Casalicchio [ctb] (<https://orcid.org/0000-0001-5324-5966>), Stefan Coors [ctb] (<https://orcid.org/0000-0002-7465-2146>), Quay Au [ctb] (<https://orcid.org/0000-0002-5252-8902>), Martin Binder [aut], Marc Becker [ctb] (<https://orcid.org/0000-0002-8115-0400>)
Initial release

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