Description Usage Arguments Value Author(s) See Also
Creates an object of class tune.control
to be used with
the tune
function, containing various control parameters.
1 2 3 4 5 |
random |
if an integer value is specified, |
nrepeat |
specifies how often training shall be repeated. |
repeat.aggregate |
function for aggregating the repeated training results. |
sampling |
sampling scheme. If |
sampling.aggregate,sampling.dispersion |
functions for aggregating the training results on the generated training samples (default: mean and standard deviation). |
cross |
number of partitions for cross-validation. |
fix |
part of the data used for training in fixed sampling. |
nboot |
number of bootstrap replications. |
boot.size |
size of the bootstrap samples. |
best.model |
if |
performances |
if |
error.fun |
function returning the error measure to be minimized.
It takes two arguments: a vector of true values and a vector of
predicted values. If |
An object of class "tune.control"
containing all the above
parameters (either the defaults or the user specified values).
David Meyer
David.Meyer@R-project.org
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