oblique.tree v1.1.1

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by Alfred Truong

Oblique Trees for Classification Data

Grows Oblique Trees to Classification Data.

Functions in oblique.tree

Name Description
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
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Details

Type Package
Date 2012-04-14
License GPL-3
Packaged 2013-07-14 09:05:56 UTC; ripley
Repository CRAN
Date/Publication 2013-07-14 11:08:32
NeedsCompilation yes
depends glmnet , tree
suggests MASS
imports nnet
Contributors Alfred Truong

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