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as.stabletree() method for
RandomForest objects (party package) is now
registered as an S3 (rather than S4) method.Z takes over maintenance from MP.
Fix checks for sampler specifications where a
logical of length 2 is now correctly aggregated with
all().
Changed default sampling method in stabletree() from
bootstrap() to subsampling() with default
fraction of v = 0.632.
as.stabletree() coercion generic added which allows
to coerce a randomForest (randomForest package),
RandomForest (party package), cforest
(partykit package) or ranger (ranger
package) to a stabletree object.
Added a vignette on the variable and cutpoint selection analysis of random forests.
Project stablelearner has been launched and a stable
version of the package has been uploaded to CRAN.
stability() is available to estimate the stability
of the results from a given supervised statistical learning
method.
stabletree() is available to estimate the stability
of the results from recursive partitioning.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.