add_imp_plot |
add bar plot of important features to model response alluvial plot |
add_marginal_histograms |
add marginal histograms to alluvial plot |
alluvial_long |
alluvial plot of data in long format |
alluvial_model_response |
create model response plot |
alluvial_model_response_caret |
create model response plot for caret models |
alluvial_model_response_parsnip |
create model response plot for parsnip models |
alluvial_wide |
alluvial plot of data in wide format |
check_pkg_installed |
check if package is installed |
get_data_space |
calculate data space |
get_pdp_predictions |
get predictions compatible with the partial dependence plotting method |
get_pdp_predictions_seq |
get predictions compatible with the partial dependence plotting method, sequential variant that only works for numeric predictions. |
manip_bin_numerics |
bin numerical columns |
manip_factor_2_numeric |
converts factor to numeric preserving numeric levels and order in character levels. |
mtcars2 |
mtcars dataset with cyl, vs, am ,gear, carb as factor variables and car model names as id |
palette_filter |
color filters for any vector of hex color values |
palette_increase_length |
increases length of palette by repeating colours |
palette_plot_intensity |
plot colour intensity of palette |
palette_plot_rgp |
plot rgb values of palette |
palette_qualitative |
compose palette from qualitative RColorBrewer palettes |
plot_all_hists |
plot marginal histograms of alluvial plot |
plot_condensation |
Plot dataframe condensation potential |
plot_hist |
plot histogram of alluvial plot variable |
plot_imp |
plot feature importance |
quarterly_flights |
Quarterly mean arrival delay times for a set of 402 flights |
quarterly_sunspots |
Quarterly mean relative sunspots number from 1749-1983 |
tidy_imp |
tidy up dataframe containing model feature importance |
titanic |
titanic data set' |