Example Data 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]>