[R] listing components of an object
Patrick Burns
pburns at pburns.seanet.com
Mon Mar 3 10:31:36 CET 2008
Does
names(obj)
do what you want?
Patrick Burns
patrick at burns-stat.com
+44 (0)20 8525 0696
http://www.burns-stat.com
(home of S Poetry and "A Guide for the Unwilling S User")
Nair, Murlidharan T wrote:
>Is there a method to list the components of an object, instead of looking at the help for that method? Let me be more clear with an example
>
>data(iris)
> ## tune `svm' for classification with RBF-kernel (default in svm),
> ## using one split for training/validation set
>
> obj <- tune(svm, Species~., data = iris,
> ranges = list(gamma = 2^(-1:1), cost = 2^(2:4)),
> tunecontrol = tune.control(sampling = "fix")
> )
>
> ## alternatively:
> ## obj <- tune.svm(Species~., data = iris, gamma = 2^(-1:1), cost = 2^(2:4))
>
> summary(obj)
> plot(obj)
>---------------------------------
>For tune, an object of class tune, including the components:
>
>best.parameters a 1 x k data frame, k number of parameters.
>best.performance best achieved performance.
>performances if requested, a data frame of all parameter combinations along with the corresponding performance results.
>train.ind list of index vectors used for splits into training and validation sets.
>best.model if requested, the model trained on the complete training data using the best parameter combination.
>
>I got the above by doing ?tune.
>
>Is there a function that helps be do this?
>Thanks ../Murli
>
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