Example Data Sets

Value

Workflow sets.

Details

Example workflow sets and associated model fits.

two_class_set and two_class_res were generated using the data in the package file example-data/two-class-set.R

chi_features_set and chi_features_res were generated using the data in the package file example-data/chi-features-res.R. It is meant to approximate the sequence of models built in Section 1.3 of Kuhn and Johnson (2019).

References

Max Kuhn and Kjell Johnson (2019) Feature Engineering and Selection, https://bookdown.org/max/FES/a-more-complex-example.html

Examples

data(two_class_set) two_class_set
#> # A workflow set/tibble: 6 × 4 #> wflow_id info option result #> <chr> <list> <list> <list> #> 1 none_cart <tibble [1 × 4]> <opts[0]> <list [0]> #> 2 none_glm <tibble [1 × 4]> <opts[0]> <list [0]> #> 3 none_mars <tibble [1 × 4]> <opts[0]> <list [0]> #> 4 yj_trans_cart <tibble [1 × 4]> <opts[0]> <list [0]> #> 5 yj_trans_glm <tibble [1 × 4]> <opts[0]> <list [0]> #> 6 yj_trans_mars <tibble [1 × 4]> <opts[0]> <list [0]>