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xose
2008 Sep 16
1
1-SE rule in mvpart
...ot;1se" to compute a regression tree of good size
with the 1-SE rule.
To better understand 1-SE rule, I took a look on its coding in mvpart, which
is :
Let z be a rpart object ,
xerror <- z$cptable[, 4]
xstd <- z$cptable[, 5]
splt <- min(seq(along = xerror)[xerror <= min(xerror) + xvse * xstd])
I interprete this as following: the simplest tree with xerror under
min(xerror) + its own xstd
Neverthless, in some article I read the following rule:
the simplest tree with xerror under min(xerror) + xstd corresponding to the
min(xerror)
Is this a mistake or any variant of 1-SE rule ?...