oblique.tree v1.1.1
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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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