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R/mlr_tasks.R

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#'
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#' This dictionary can get populated with additional tasks by add-on packages,
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#' e.g. \CRANpkg{mlr3data}, \CRANpkg{mlr3proba} or \CRANpkg{mlr3cluster}.
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#' \CRANpkg{mlr3oml} allows to interact with [OpenML](https://openml.org).
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#' \CRANpkg{mlr3oml} allows to interact with [OpenML](https://www.openml.org).
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#'
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#' For a more convenient way to retrieve and construct tasks, see [tsk()]/[tsks()].
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#'

R/zzz.R

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#' * Preprocessing and machine learning pipelines: \CRANpkg{mlr3pipelines}
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#' * Analysis of benchmark experiments: \CRANpkg{mlr3benchmark}
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#' * More classification and regression tasks: \CRANpkg{mlr3data}
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#' * Connector to [OpenML](https://openml.org): \CRANpkg{mlr3oml}
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#' * Connector to [OpenML](https://www.openml.org): \CRANpkg{mlr3oml}
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#' * Solid selection of good classification and regression learners: \CRANpkg{mlr3learners}
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#' * Even more learners: \url{https://github.com/mlr-org/mlr3extralearners}
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#' * Tuning of hyperparameters: \CRANpkg{mlr3tuning}

man-roxygen/seealso_task.R

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#' * Chapter in the [mlr3book](https://mlr3book.mlr-org.com/):
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#' \url{https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html}
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#' * Package \CRANpkg{mlr3data} for more toy tasks.
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#' * Package \CRANpkg{mlr3oml} for downloading tasks from \url{https://openml.org}.
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#' * Package \CRANpkg{mlr3oml} for downloading tasks from \url{https://www.openml.org}.
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#' * Package \CRANpkg{mlr3viz} for some generic visualizations.
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#' * [Dictionary][mlr3misc::Dictionary] of [Tasks][Task]: [mlr_tasks]
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#' * `as.data.table(mlr_tasks)` for a table of available [Tasks][Task] in the running session (depending on the loaded packages).

man/Task.Rd

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man/TaskClassif.Rd

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man/TaskRegr.Rd

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man/TaskSupervised.Rd

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man/TaskUnsupervised.Rd

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man/california_housing.Rd

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man/mlr3-package.Rd

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