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Core Verbs

stacks()
Initialize a Stack
add_candidates()
Add model definitions to a data stack
blend_predictions()
Determine stacking coefficients from a data stack
fit_members()
Fit model stack members with non-zero stacking coefficients

Helpers

collect_parameters()
Collect candidate parameters and stacking coefficients
control_stack_grid() control_stack_resamples() control_stack_bayes()
Control wrappers
get_expressions
Obtain prediction equations for all possible values of type

Example Data and Documentation

reg_res_svm reg_res_sp reg_res_lr reg_folds class_res_nn class_res_rf class_folds log_res_nn log_res_rf
Example Objects
tree_frogs
Tree frog embryo hatching data
stacks_description
stacks: Tidy Model Stacking

Methods

autoplot(<linear_stack>)
Plot results of a stacked ensemble model.
axe_call(<model_stack>) axe_ctrl(<model_stack>) axe_data(<model_stack>) axe_env(<model_stack>) axe_fitted(<model_stack>)
Axing a model_stack.
predict(<data_stack>)
Predicting with a model stack
predict(<model_stack>)
Predicting with a model stack