Oblique Trees for Classification Data

Documentation for package ‘oblique.tree’ version 1.0

generate.ith.superclass	Internal Function to Identify of Ideal Outcomes
glmpath	Fits the entire L1 regularization path for generalized linear models
heart.data	Dataset for glmpath
last.node.of.subtree	Internal Function that finds the Last Node of Subtrees
node.impurity	Internal Function to Calculate Impurity of Nodes
oblique.split.writer	Internal function to Summarize Information about Oblique Splits
oblique.tree	Fit an Oblique Tree to Classification Data
oblique.tree.complexity	Internal Function that Quantifies the Complexity of Oblique Trees
oblique.tree.prune.nodes	Internal Function that Prunes Oblique Tree Objects
plot.trim.sequence	Plot a Trim Sequence
predict.glmpath	Makes predictions at particular points along the fitted glmpath
predict.oblique.tree	Predictions from Fitted Oblique Tree Object
prune.oblique.tree	Cost-complexity Pruning of Oblique Tree Object
tree.impurity	Internal Function that Determines the Impurity of a Subtree
trim.oblique.tree	Trims Oblique Splits of Fitted Oblique Tree Objects