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oblique.tree (version 1.1.1)

Oblique Trees for Classification Data

Description

Grows Oblique Trees to Classification Data.

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Version

Install

install.packages('oblique.tree')

Monthly Downloads

17

Version

1.1.1

License

GPL-3

Maintainer

Alfred Truong

Last Published

July 14th, 2013

Functions in oblique.tree (1.1.1)

generate.ith.superclass

Internal Function to Identify of Ideal Outcomes
last.node.of.subtree

Internal Function that finds the Last Node of Subtrees
oblique.tree

Fit an Oblique Tree to Classification Data
glmpath

Fits the entire L1 regularization path for generalized linear models
prune.oblique.tree

Cost-complexity Pruning of Oblique Tree Object
glmpath-internal

Internal glmpath functions
node.impurity

Internal Function to Calculate Impurity of Nodes
oblique.tree.complexity

Internal Function that Quantifies the Complexity of Oblique Trees
tree.impurity

Internal Function that Determines the Impurity of a Subtree
oblique.tree.prune.nodes

Internal Function that Prunes Oblique Tree Objects
trim.oblique.tree

Trims Oblique Splits of Fitted Oblique Tree Objects
predict.glmpath

Makes predictions at particular points along the fitted glmpath
plot.trim.sequence

Plot a Trim Sequence
predict.oblique.tree

Predictions from Fitted Oblique Tree Object
oblique.split.writer

Internal function to Summarize Information about Oblique Splits
heart.data

Dataset for glmpath