bagg.default {TWIX}R Documentation

Predictions from TWIX's or Bagging Trees

Description

Prediction of a new observation based on multiple trees.

Usage

## Default S3 method:
bagg(object,data=NULL,sq=1:10,...)
## S3 method for class 'TWIX':
bagg(object,...)
## S3 method for class 'bootTWIX':
bagg(object,...)

Arguments

object object of classes TWIX or bootTWIX.
data a data frame of new observations.
sq Integer vector indicating for which trees predictions are required.
... ...

See Also

TWIX, predict.TWIX bootTWIX

Examples

data(olives)
#Tree <- TWIX(Region~.,data=olives,topN=c(5,3),method="local")
#Tree1 <- bootTWIX(Region~.,data=olives,topN=c(3,1),N=10)
#pred <- bagg(Tree,olives,sq=1:10)
#pred1 <- bagg(Tree1,olives,sq=1:10)
#
#CCR's
#sum(pred==olives$Region)/nrow(olives)
#sum(pred1==olives$Region)/nrow(olives)

[Package TWIX version 0.2.4 Index]