dials: cubist_parameters – R documentation

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cubist_parameters

Parameters for possible engine parameters for Cubist

Description

These parameters are auxiliary to models that use the "Cubist" engine. They correspond to tuning parameters that would be specified using set_engine("Cubist0", ...).

Usage

extrapolation(range = c(1, 110), trans = NULL)

unbiased_rules(values = c(TRUE, FALSE))

max_rules(range = c(1L, 100L), trans = NULL)

Arguments

`range`	A two-element vector holding the defaults for the smallest and largest possible values, respectively.
`trans`	A `trans` object from the `scales` package, such as `scales::log10_trans()` or `scales::reciprocal_trans()`. If not provided, the default is used which matches the units used in `range`. If no transformation, `NULL`.
`values`	For `unbiased_rules()`, either `TRUE` or `FALSE`.

Details

To use these, check ?Cubist::cubistControl to see how they are used.

Examples

extrapolation()
unbiased_rules()
max_rules()

dials

Tools for Creating Tuning Parameter Values

v0.0.10

MIT + file LICENSE

Authors

Max Kuhn [aut], Hannah Frick [aut, cre], RStudio [cph]

Initial release