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.