| hai_earth_data_prepper | R Documentation |
Automatically prep a data.frame/tibble for use in the Earth algorithm.
hai_earth_data_prepper(.data, .recipe_formula)
.data |
The data that you are passing to the function. Can be any type
of data that is accepted by the |
.recipe_formula |
The formula that is going to be passed. For example
if you are using the |
This function will automatically prep your data.frame/tibble for use in the Earth algorithm. The Earth algorithm is for classification and regression.
This function will output a recipe specification.
A recipe object
Steven P. Sanderson II, MPH
Other Preprocessor:
hai_c50_data_prepper(),
hai_cubist_data_prepper(),
hai_data_impute(),
hai_data_poly(),
hai_data_scale(),
hai_data_transform(),
hai_data_trig(),
hai_glmnet_data_prepper(),
hai_knn_data_prepper(),
hai_ranger_data_prepper(),
hai_svm_poly_data_prepper(),
hai_svm_rbf_data_prepper(),
hai_xgboost_data_prepper()
Other Earth:
hai_auto_earth()
library(ggplot2) # Regression hai_earth_data_prepper(.data = diamonds, .recipe_formula = price ~ .) reg_obj <- hai_earth_data_prepper(diamonds, price ~ .) get_juiced_data(reg_obj) # Classification hai_earth_data_prepper(Titanic, Survived ~ .) cla_obj <- hai_earth_data_prepper(Titanic, Survived ~ .) get_juiced_data(cla_obj)