I am a civil student learning R for my data related to civil work.So my level of understanding is very basic.Please help out with the issue I am facing.
library(randomForest)
model1<-randomForest(Manhours~.,data = numdata,subset=training_set,importance= TRUE,na.action = na.roughfix)
model1
plot(model1)
oob.err=double(5)
test.err=double(5)
for(mtry in 1:5)
{
rf=randomForest(Manhours~.,data = numedata,subset=training_set,ntree =500
,mtry = mtry,importance = TRUE,na.action = na.roughfix)
oob.err[mtry] = rf$mse[400]
prediction<-predict(rf,newdata = numdata[-training_set] )
test.err[mtry]= with(numdata[-training_set], mean( (Manhours- pred)^2))
cat(mtry," ")
}
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