Majid Javanmard
2016-Mar-14 13:43 UTC
[R] Confidence Interval for Ipred Bagging outputs (please help)
Hello everyone
here is the code that implements bagging using ipred package :
library(ipred)
library(mlbench)
data("BostonHousing")
# Test set error (nbagg=25, trees pruned): 3.41 (Breiman, 1996a, Table 8)
mod <- bagging(medv ~ ., data=BostonHousing, coob=TRUE)
print(mod)
pred <- predict(mod)
pred<- as.data.frame(pred)
How can I have 95% Confidence interval for each predicted values !?
I appreciate if someone help me
Thanks
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