Description Usage Arguments Details Value Author(s) See Also Examples
Initializing and validating the essential probability method specific parameters
1 | imptree_params(args, method)
|
args |
Named list containing the arguments to be processed.
May be |
method |
Probability method as character, as supplied to |
imptree_params()
is not exported into the user's namespace.
For all methods args
takes the following inputs:
s: Hyperparamter of the imprecise Dirichlet model
(s >= 0
), see below.
correction: Entropy correction to be carried out
(Default "no"
), see below.
splitmetric: Split criterion to use
(Default "globalmax"
), see below.
The hyperparamter s
of the imprecise Dirchlet model (IDM) may
be given as any non-negative value. It defines the impression the locally
applied IDMs introduce. With increasing values of s
more impression is
added. For s=0
the IDM collapses to a precise Dirichlet model.
This value is ignored for method = "NPI"
.
To account for a varying number of categories of the splitting candidates
Strobl proposed the use of a correction based on the Miller-entropy
correction: correction = "strobl"
.
In their work Abellan and Moral favoured for the IDM the use of a
generalized Hartley measure such that the final measure may be viewed as
measure of total uncertainty: correction = "abellan"
.
This correction method is not available for method = "NPI"
.
When deciding for split canditates a split criterion is applied.
"globalmax"
splits on maximal entropy of local models (with a
global IDM parameter s
).
For "range"
the splitting variable is found by taking the whole
entropy interval into account.
localmax
is only available for IDM and split on maximal entropy,
however with s
dependent on the number of missing values in the class
variable in the node
A list containing the sanitized and validated parameters.
Paul Fink Paul.Fink@stat.uni-muenchen.de
1 2 3 4 5 6 7 8 9 10 | ## Note:
## The function is used internally by imptree (not exported).
## default constructed for method IDM
imptree:::imptree_params(NULL, method = "IDM")
## passing arguments as list ('s' is not required for 'NPI')
imptree:::imptree_params(args = list(correction = "strobl",
splitmetric = "globalmax"),
method = "NPI")
|
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