[R] errorest
Jenny Edmondson
jenny_edmondson at hotmail.com
Thu Jun 23 12:49:10 CEST 2005
Hi,
I am using errorest function from ipred package.
I am hoping to perform "bootstrap 0.632+" and "bootstrap leave one out".
According to the manual page for errorest, i use the following command:
ce632[i]<-errorest(ytrain ~., data=mydata, model=lda,
estimator=c("boot","632plus"), predict=mypredict.lda)$error
It didn't work. I then tried the following two commands:
ce632[i]<-errorest(ytrain ~., data=mydata, model=lda,
estimator=c("632plus"), est.para=control.errorest(nboot=B),
predict=mypredict.lda)$error
ceLOOB[i]<-errorest(ytrain ~., data=mydata, model=lda, estimator=c("cv"),
est.para=control.errorest(k=cv.k,nboot=B), predict=mypredict.lda)$error
They worked. However, as I didn't specify "boot" in estimator, I am
wondering if "bootstrap" is still perfomred. I set nboot=B in est.para.
Thanks in advance.
Jenny
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