predict.wsrf | R Documentation |
wsrf
Model Give the predictions for the new data by the forest
model built from wsrf
.
## S3 method for class 'wsrf' predict(object, newdata, type=c("response", "class", "vote", "prob", "aprob", "waprob"), ...)
object |
object of class |
newdata |
the data that needs to be predicted. Its format
should be the same as that for |
type |
the type of prediction required, a character vector indicating the types of output, and can be one of the values below:
|
... |
optional additional arguments. At present no additional arguments are used. |
a list of predictions for the new data with corresponding components for
each type of predictions. For type=class
or type=class
, a
vector of length nrow(newdata)
, otherwise, a matrix of
nrow(newdata) * (number of class label)
. For example, if given
type=c("class", "prob")
and the return value is res
, then
res$class
is a vector of predicted class labels of length
nrow(newdata)
, and res$prob
is a matrix of class probabilities.
He Zhao and Graham Williams (SIAT, CAS)
wsrf
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