build_model: Build a model with feature selection and tuning
In awqx/qsarr: Useful Functions for Building a QSAR in R

Description Usage Arguments Details Value

build_model integrates caret's recursive feature elimination with tuning from [tune()].

1	build_model(model_method, ...)

`model_method`	The method used. See `[eval_model()]` for options.
`...`	Additional arguments to pass to model-building. Includes the parameters to test as well as details for resampling. Can also include controls for `[caret::rfe()]` passed as objects created from `[caret::rfeControl()]` to the argument `rfe_ctrl`.

This tends to be very time-consuming. It is only implemented for "rf". It is suggested to run recursive feature elimination for all model methods once and use those predictors for future model-building.

An object of S3 class "tune". See [tune()] for more details.

awqx/qsarr documentation built on Oct. 2, 2021, 7:05 a.m.