extractCaretTarget.formula
Extracts the target variable from a set of arguments headed to the caret::train.formula function.
Create a matrix of predictions for each of the models in a caretList
caretList of classification models
Print a caretStack object
Calculate the variable importance of variables in a caretEnsemble.
Supplement the data fitted to a caret ensemble model with model fit statistics
Check that the methods supplied by the user are valid caret methods
Make a prediction matrix from a list of models
Extracts the model types from a list of train model
check_caretList_model_types
Checks that caretList models are all of the same type.
Calculate the residuals from a caretEnsemble.
validateBinaryTargetLevel
Validate arguments given as binary target level
Validate a custom caret model info list
Make predictions from a caretStack
Calculate a weighted standard deviation
Extract accuracy metrics from a model
Check if an object is a caretEnsemble object
Checks caretList model classes
Check if an object is a caretList object
Return the configured target binary class level
Set the target binary class level
Check if an object is a caretStack object
Extract a dataframe of all predictors used in a caretEnsemble object.
Index a caretList
Check that the tuning parameters list supplied by the user is valid
Check that the trainControl object supplied by the user is valid and has defined re-sampling indexes.
Calculate the residuals from all component models of a caretEnsemble.
Plot a caretStack object
Plot Diagnostics for an caretEnsemble Object
Extract the model accuracy metrics of the individual models in an ensemble object.
Summarize a caretStack object
Summarize the results of caretEnsemble for the user.
Extract the method name associated with a single train object
S3 definition for concatenating caretList
Convenience function for more in-depth diagnostic plots of caretEnsemble objects
Convert object to caretList object
Convert object to caretList object - For Future Use
Extract the best predictions from a train object
Convert list to caretList
Create a list of several train models from the caret package
Build a list of train objects suitable for ensembling using the caretEnsemble
function.
S3 definition for concatenating train objects
Generate a specification for fitting a caret model
caretEnsemble: Make ensembles of caret models.
Check observeds
Check predictions
Comparison dotplot for a caretStack object
check_bestpreds_resamples
Check resamples
Extract the best predictions from a list of train objects
Extracts the target variable from a set of arguments headed to the caret::train function.
extractCaretTarget.default
Extracts the target variable from a set of arguments headed to the caret::train.default function.
Combine several predictive models via stacking
Check row indexes