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ipred (version 0.4-6)

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

149,326

Version

0.4-6

License

GPL

Maintainer

Andrea Peters

Last Published

July 18th, 2024

Functions in ipred (0.4-6)

print.inclass

Print Method for Inclass Object

ipred-internal

Internal ipred functions

print.errorest

Print Method for Errorest Object

inclass

Indirect Classification

flist

Create an Object of Class flist

Bagging Classification and Regression Trees

errorest

Estimators for the Prediction Error

mypredict.lm

Predictions based on Linear Models

predict.inclass

Predictions from an Inclass Object

predict.bagging

Predictions from a Bagging Object

kfoldcv

Subsamples for k-fold Cross-Validation

varset

Simulation Model

print.bagging

Print Method for Bagging Object