Man pages for itree
Tools for classification and regression trees, with an emphasis on interpretability.
| car.test.frame | Automobile Data from 'Consumer Reports' 1990 |
| cu.summary | Automobile Data from 'Consumer Reports' 1990 |
| estNodeRisk | Estimates risk at a each leaf node in a tree. |
| getOOBLoss | Gets OOB Loss for each observation in a passed data frame. |
| itree | Recursive Partitioning and Regression Trees a la rpart, but... |
| itree.control | Control for itree Models |
| itree.object | Recursive Partitioning and Regression Trees Object |
| kyphosis | Data on Children who have had Corrective Spinal Surgery |
| labels.itree | Create Split Labels For an itree Object |
| meanvar.itree | Mean-Variance Plot for an itree Object |
| na.itree | Handles Missing Values in an itree Object |
| path.itree | Follow Paths to Selected Nodes of an itree Object |
| plotcp | Plot a Complexity Parameter Table for an itree Fit |
| plot.itree | Plot an itree Object |
| post.itree | PostScript Presentation Plot of an itree Object |
| predict.itree | Predictions from a Fitted itree Object |
| printcp | Displays CP table for Fitted itree Object |
| print.itree | Print an itree Object |
| prune.itree | Cost-complexity Pruning of an itree Object |
| residuals.itree | Residuals From a Fitted itree Object |
| rpart-internal | Internal Functions |
| rpconvert | Update an itree object |
| rsq.itree | Plots the Approximate R-Square for the Different Splits |
| snip.itree | Snip Subtrees of an 'itree' Object |
| solder | Soldering of Components on Printed-Circuit Boards |
| splitstats | Stats about a tree's splits. |
| summary.itree | Summarize a Fitted itree Object |
| text.itree | Place Text on a Dendrogram |
| xpred.itree | Return Cross-Validated Predictions |
