HHCART(G) - A Reflected Feature Space for CART


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Documentation for package ‘hhcartr’ version 1.0.0

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bagging_predict bagging_predict Make predictions for each test dataset row against each tree.
balance Balance Scale Dataset.
best_split_ best_split_ finds the best feature column to split on.
bupa Liver Disorders Dataset.
calculate_margin_for_tree calculate_margin_for_tree() - Calculate the margin for a tree.
cancer Wisconsin Breast Cancer.
compute_min_node_impurity compute_min_node_impurity.
displayTree displayTree Display one selected decision tree created from DOT statements.
dispnode dispnode generates DOT statements for all trees in current model.
getCoefficients getCoefficients Get the coefficents from the house holder matrix for the selected node.
glass Glass Identification Dataset.
grow_tree_ grow_tree_
heart Heart Disease Dataset.
hhcartr_regressor_find_better_split hhcartr_regressor_find_better_split finds the best feature to split on.
hhcart_reflect_feature_space_g hhcart_reflect_feature_space_g
hhcart_run_classifier hhcart_run_classifier - This function calls grow_tree_() to induce a decision tree.
hhcart_verify_input_data hhcart_verify_input_data verify the input data.
HHDecisionTree HHDecisionTree.
HHDecisionTreeCore HHDecisionTreeCore Common function for all hhcartr model functions.
housing Boston Housing dataset.
invoke_model invoke_model.
landsat Statlog (Landsat Satellite) Dataset.
letters Letter Recognition Dataset.
make_predictions make_predictions Make predictions on the test dataset.
mni.control mni.control
navigate_hash navigate_hash generates DOT statements for all trees in current model.
NNode NNode returns a tree node.
pendigits Pen-Based Recognition of Handwritten Digits Dataset.
perform_ccp_driver perform_ccp_driver.
pima PIMA Indians diabetes dataset.
predict.hhcartr predict - Create generic S3method to make predictions via predict.hhcartr. Needs export entry in the NAMESPACE file.
print.hhcartr print.hhcartr - Create generic S3method to print results via print.hhcartr. Needs export entry in the NAMESPACE file.
prune.control prune.control
pruning_make_predictions pruning_make_predictions Make predictions for each test dataset row against each tree.
reflect_feature_space reflect_feature_space
results results - Create generic S3method to display results via results.hhcartr. Needs export entry in the NAMESPACE file.
row_predict row_predict Make predictions for a test dataset row against a tree.
segment Image Segmentation Dataset.
setDataDescription setDataDescription Save brief description of the dataset used by current model.
split_using_original_data split_using_original_data
survival Haberman's Survival Dataset.
testbed testbed - Test internal hhcartr functions.
vehicle Statlog (Vehicle Silhouettes) Dataset.
wine Wine recognition data.