Description Usage Arguments Value See Also
View source: R/adaboostAggregator.R
Implements a (parallelized) version of the aggregator described in the Adaboost.M1 algorithm.
1 | adaboostAggregator(estimators, alpha, ..., .parallelPredict = FALSE)
|
estimators |
a list of estimators which must produce output in the same response-space. This is usually the output of some reweighter function. |
... |
this does nothing – meant to swallow auxillary output from reweighter function. |
.parallelPredict |
a boolean indicating if prediction should be carried out in parallel. |
alpha |
a vector (or list) of length equal to the length of
|
a function whose sole argument is newdata
and whose output
is the aggregated predictions of the boosted ensemble, estimators
.
For internal bookkeeping, this function is inherits from the
'aggregator
' class.
Other adaboost: adaboostReweighter
Other aggregators: arcfsAggregator
;
arcx4Aggregator
,
vanillaAggregator
,
weightedAggregator
; boost
,
boost.function
, boost.list
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