Tidy Model Stacking

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Documentation for package ‘stacks’ version 1.0.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

stacks-package	stacks: Tidy Model Stacking
add_candidates	Add model definitions to a data stack
augment.model_stack	Augment a model stack
autoplot.linear_stack	Plot results of a stacked ensemble model.
axe_call.model_stack	Axing a model_stack.
axe_ctrl.model_stack	Axing a model_stack.
axe_data.model_stack	Axing a model_stack.
axe_env.model_stack	Axing a model_stack.
axe_fitted.model_stack	Axing a model_stack.
axe_model_stack	Axing a model_stack.
blend_predictions	Determine stacking coefficients from a data stack
class_folds	Example Objects
class_res_nn	Example Objects
class_res_rf	Example Objects
collect_parameters	Collect candidate parameters and stacking coefficients
collect_parameters.data_stack	Collect candidate parameters and stacking coefficients
collect_parameters.default	Collect candidate parameters and stacking coefficients
collect_parameters.model_stack	Collect candidate parameters and stacking coefficients
control_stack_bayes	Control wrappers
control_stack_grid	Control wrappers
control_stack_resamples	Control wrappers
example_data	Example Objects
fit_members	Fit model stack members with non-zero stacking coefficients
get_expressions	Obtain prediction equations for all possible values of type
get_expressions._elnet	Obtain prediction equations for all possible values of type
get_expressions._lognet	Obtain prediction equations for all possible values of type
get_expressions._multnet	Obtain prediction equations for all possible values of type
log_res_nn	Example Objects
log_res_rf	Example Objects
predict.data_stack	Predicting with a model stack
predict.model_stack	Predicting with a model stack
reg_folds	Example Objects
reg_res_lr	Example Objects
reg_res_sp	Example Objects
reg_res_svm	Example Objects
stacks	Initialize a Stack
stacks_description	stacks: Tidy Model Stacking
stacks_package	stacks: Tidy Model Stacking
tree_frogs	Tree frog embryo hatching data
tree_frogs_class_test	Example Objects
tree_frogs_reg_test	Example Objects