ipred v0.9-9
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Improved Predictors
Improved predictive models by indirect classification and
bagging for classification, regression and survival problems
as well as resampling based estimators of prediction error.
Functions in ipred
| Name | Description | |
| predict.inbagg | Predictions from an Inbagg Object | |
| cv | Cross-validated Error Rate Estimators. | |
| bootest | Bootstrap Error Rate Estimators | |
| errorest | Estimators of Prediction Error | |
| inbagg | Indirect Bagging | |
| dystrophy | Detection of muscular dystrophy carriers. | |
| control.errorest | Control Error Rate Estimators | |
| mypredict.lm | Predictions Based on Linear Models | |
| predict.ipredknn | Predictions from k-Nearest Neighbors | |
| predict.slda | Predictions from Stabilised Linear Discriminant Analysis | |
| summary.classbagg | Summarising Bagging | |
| print.classbagg | Print Method for Bagging Trees | |
| predict.classbagg | Predictions from Bagging Trees | |
| prune.classbagg | Pruning for Bagging | |
| rsurv | Simulate Survival Data | |
| print.cvclass | Print Method for Error Rate Estimators | |
| Smoking | Smoking Styles | |
| bagging | Bagging Classification, Regression and Survival Trees | |
| summary.inbagg | Summarising Inbagg | |
| inclass | Indirect Classification | |
| print.inclass | Print Method for Inclass Object | |
| ipred-internal | Internal ipred functions | |
| print.inbagg | Print Method for Inbagg Object | |
| summary.inclass | Summarising Inclass | |
| varset | Simulation Model | |
| DLBCL | Diffuse Large B-Cell Lymphoma | |
| GlaucomaMVF | Glaucoma Database | |
| ipredknn | k-Nearest Neighbour Classification | |
| kfoldcv | Subsamples for k-fold Cross-Validation | |
| predict.inclass | Predictions from an Inclass Object | |
| sbrier | Model Fit for Survival Data | |
| slda | Stabilised Linear Discriminant Analysis | |
| No Results! | ||
Vignettes of ipred
| Name | ||
| ipred-examples.Rnw | ||
| ipred.bib | ||
| No Results! | ||
Last month downloads
Details
| Date | 2019-04-29 |
| License | GPL (>= 2) |
| NeedsCompilation | yes |
| Packaged | 2019-04-28 16:17:41 UTC; hothorn |
| Repository | CRAN |
| Date/Publication | 2019-04-28 17:40:12 UTC |
| imports | class , MASS , nnet , prodlim , rpart (>= 3.1-8) , survival |
| suggests | mlbench , mvtnorm , TH.data |
| depends | R (>= 2.10) |
| Contributors | Beth Atkinson, Terry Therneau, Brian D. Ripley, Andrea Peters |
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