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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
Version
1.1.1
1.0
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Install
install.packages('oblique.tree')
Monthly Downloads
35
Version
1.1.1
License
GPL-3
Maintainer
Alfred Truong
Last Published
July 14th, 2013
Functions in oblique.tree (1.1.1)
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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