# Multimodal Late Fusion with 'caret'

## Documentation for package ‘caretMultimodal’ version 1.0.0

- DESCRIPTION file
- Package README

## Help Pages

caret_list | Construct a 'caret_list' object
caret_stack | Construct a 'caret_stack' object.
compute_ablation.caret_stack | Perform an ablation analysis for a 'caret_stack'
compute_feature_contributions.caret_stack | Compute the feature level contributions for a 'caret_stack'.
compute_metric.caret_stack | Compute metrics with a provided metric function
compute_model_contributions.caret_stack | Compute the relative contributions of each of the base models in the ensemble model
heart_failure_datasets | Heart Failure Datasets
heart_failure_stack | Pre-trained 'caret_stack' on Heart Failure Datasets
oof_predictions.caret_list | Out-of-fold predictions from a 'caret_list'
oof_predictions.caret_stack | Out-of-fold predictions from a caret_stack
plot_ablation.caret_stack | Make a bar plot of an ablation analysis for a 'caret_stack'.
plot_feature_contributions.caret_stack | Make a bar plot of feature level for a 'caret_stack'.
plot_metric.caret_stack | Plot metrics computed with a provided metric function
plot_model_contributions.caret_stack | Plot the relative contributions of each of the base models in the ensemble model
plot_roc.caret_stack | Plot ROC curves for individual and ensemble models in a caret_stack
predict.caret_list | Predict from a 'caret_list'
predict.caret_stack | Create a matrix of predictions for a 'caret_stack' object.
prepare_mae | Prepare a MultiAssayExperiment for use with caretMultimodal
summary.caret_list | Provide a summary of the best tuning parameters and resampling metrics for all the 'caret_list' models.
summary.caret_stack | Get a summary of a 'caret_stack' object