View source: R/functions.syn.r
syn.bag  R Documentation 
Generates univariate synthetic data using bagging. It uses
randomForest
function from the randomForest package with
number of sampled predictors equal to number of all predictors.
syn.bag(y, x, xp, smoothing = "", proper = FALSE, ntree = 10, ...)
y 
an original data vector of length 
x 
a matrix ( 
xp 
a matrix ( 
smoothing 
smoothing method for numeric variable. See

proper 
for proper synthesis ( 
ntree 
number of trees to grow. 
... 
additional parameters passed to

...
A list with two components:
res 
a vector of length 
fit 
the model fitted to the observed data that was used to produce synthetic values. 
...
syn
, syn.rf
, syn.cart
,
randomForest
, syn.smooth
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