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. |