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ipred (version 0.4-4)

Improved Predictors

Description

Improved predictive models by direct and indirect bootstrap aggregation in classification and regression as well as resampling based estimators of prediction error.

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Version

Install

install.packages('ipred')

Monthly Downloads

145,798

Version

0.4-4

License

GPL

Maintainer

Andrea Peters

Last Published

July 18th, 2024

Functions in ipred (0.4-4)

ipred-internal

Internal ipred functions

inclass

Indirect Classification

kfoldcv

Subsamples for k-fold Cross-Validation

bagging

Bagging Classification and Regression Trees

print.inclass

Print Method for Inclass Object

prune.bagging

Prune Bagged Trees

print.errorest

Print Method for Errorest Object

Predictions from an Inclass Object

predict.bagging

Predictions from a Bagging Object

flist

Create an Object of Class flist

errorest

Estimators for the Prediction Error

mypredict.lm

Predictions based on Linear Models

print.bagging

Print Method for Bagging Object