650 lines (328 with data), 18.8 kB
CHANGES IN party VERSION 1.0-16 (2014-08-18)
o import("grid")
CHANGES IN party VERSION 1.0-15 (2014-06-26)
o allow for missing predictor values in new varimp for
right-censored responses
o introduce varperm argument to R_get_nodeID
CHANGES IN party VERSION 1.0-14 (2014-05-30)
o add experimental varimp() for right-censored responses
CHANGES IN party VERSION 1.0-13 (2014-02-01)
o deal with protection issues in R-devel
CHANGES IN party VERSION 1.0-12 (2014-01-15)
o mammoexp -> TH.data
CHANGES IN party VERSION 1.0-11 (2013-12-13)
o deal with empty levels for teststat = "quad"
(bug reported by Wei-Yin Loh <loh@stat.wisc.edu>)
CHANGES IN party VERSION 1.0-10 (2013-10-24)
o new demo "strucchange-perm"
o proximity has newdata argument
CHANGES IN party VERSION 1.0-9 (2013-09-02)
o export initVariableFrame (for usage in RWeka only)
o fix NAMESPACE problems
o data is in TH.data, not ipred anymore
CHANGES IN party VERSION 1.0-8 (2013-07-11)
o update mvtdist
o documentation update
CHANGES IN party VERSION 1.0-7 (2013-05-31)
o ctree and cforest ignored the scores argument for the
response. Spotted and fixed by Silke Janitza
<janitza@ibe.med.uni-muenchen.de>.
CHANGES IN party VERSION 1.0-6 (2013-01-09)
o use hist()$density instead of hist()$Intensities as
reported by R 3.0.0 to be
CHANGES IN party VERSION 1.0-5 (2013-01-07)
o fix class problem reported by R 3.0.0 to be
CHANGES IN party VERSION 1.0-4 (2012-12-18)
o export varimpAUC()
o add where() method for RandomForest class
CHANGES IN party VERSION 1.0-3 (2012-09-26)
o new function varimpAUC() for AUC-based variable importance measures
o the `weights' argument in cforest() can now be used to define
alternative case weights for each of the trees in the forest.
CHANGES IN party VERSION 1.0-2 (2012-04-26)
o version 1.0-0 introduced a new bug in plotting Kaplan-Meier curves
when fixing the weight problem in survfit; the x-axis labels where
incorrect. Spotted by Sarah Vowler <Sarah.Vowler@cancer.org.uk>.
CHANGES IN party VERSION 1.0-1 (2012-03-23)
o fix -Werror warnings suggested by Murray Stokely <mstokely@google.com>
o make sure no factor variables are evaluated as surrogate split
o fix confusing warning messages in varimp and check
for non-unity weights
CHANGES IN party VERSION 1.0-0 (2012-02-17)
o varimp can now partially deal with missing values
o Kaplan-Meier curves are now computed _after_ removing
zero case weights (see comment in ?survfit); plots may change
slightly.
o use cforest_unbiased instead of cforest_control/cforest_classical
in examples and regression tests
CHANGES IN party VERSION 0.9-99996 (2011-12-20)
o don't ship doxygen documentation with package
o ctree() and cforest() don't handle `-' in formulae,
warning added to Rd files
CHANGES IN party VERSION 0.9-99995 (2011-10-27)
o observations with missing values in newdata might not have gone
with the majority in predict(<ctree>, newdata) when no surrogate
split was applicable. Spotted and fixed by
Vik <viknesh@stat.ufl.edu>.
CHANGES IN party VERSION 0.9-99994 (2011-08-22)
o reuse classes exported by coin
CHANGES IN party VERSION 0.9-99993 (2011-07-26)
o attach NAMESPACE properly in tests
CHANGES IN party VERSION 0.9-99992 (2011-05-02)
o fix partial matching problems
CHANGES IN party VERSION 0.9-99991 (2010-11-19)
o fix tests/ dependencies
CHANGES IN party VERSION 0.9-9999 (2010-09-13)
o add update slots to tree and forest objects (later to be used
for crossvalidation)
CHANGES IN party VERSION 0.9-9998 (2010-08-23)
o allow for internal permutations in predict via R_predict2
CHANGES IN party VERSION 0.9-9997 (2010-07-06)
o update mvt.f (see mvtnorm)
CHANGES IN party VERSION 0.9-9996 (2010-06-24)
o print progress bar while forest grows (via trace = TRUE
in cforest_control())
CHANGES IN party VERSION 0.9-9995 (2010-05-19)
o assignment of observations based on surrogate splits
during fitting might have failed; observations went
with majority (in a sub-optimal way)
CHANGES IN party VERSION 0.9-9994 (2010-04-14)
o varimp() gives warning for non-unity weights
o "no admissible split found" warnings disabled
CHANGES IN party VERSION 0.9-9993 (2010-03-04)
o just internals needed for mboost
CHANGES IN party VERSION 0.9-9992 (2010-02-26)
o Bug fix in mob plotting for anova models
CHANGES IN party VERSION 0.9-9991 (2010-01-27)
o Bug fix in error handling of mob().
CHANGES IN party VERSION 0.9-999 (2009-09-24)
o minbucket was erronously interpreted as minbucket + 1
o p-values for teststat = "max" were wrong
in the uncommon case of zero variances
CHANGES IN party VERSION 0.9-998 (2009-06-17)
o mtry may vary with tree depth
o finding surrogate variables may have failed, fixed.
CHANGES IN party VERSION 0.9-997 (2009-06-04)
o documentation fixes
CHANGES IN party VERSION 0.9-996 (2009-03-27)
o survival fixes
CHANGES IN party VERSION 0.9-994 (2009-02-10)
o fix bug in new varimp function (which was triggered
by splits in categorical variables)
CHANGES IN party VERSION 0.9-993 (2009-01-29)
o new C-level function R_remove_weights
CHANGES IN party VERSION 0.9-992 (2009-01-19)
o update CITATION file
CHANGES IN party VERSION 0.9-991 (2009-01-13)
o new conditional variable importance measure
(Strobl et al., 2008, BMC Bioinformatics) available.
CHANGES IN party VERSION 0.9-99 (2008-10-28)
o a suboptimal split was implemented when the best
split corresponded to the last row of <data> due to
a coding error. This should have happend only very
rarely, however, the glaucoma example is affected.
CHANGES IN party VERSION 0.9-98 (2008-10-15)
o don't compute ordering of censored variables (thanks to
Brian D. Ripley for the report)
o experimental version of partialPlot for cforests
o teststat = "quad" and testtype = "Univariate" produced
wrong criteria in the presence of constant exploratory variables.
Spotted by Sebastian Wietzke <Sebastian.Wietzke@axa.de>
CHANGES IN party VERSION 0.9-97 (2008-06-26)
o predictions for new data containing missing values were
wrong. Bug spotted by Wei-Yin Loh <loh@stat.wisc.edu>
o vignette updates
CHANGES IN party VERSION 0.9-96 (2008-06-06)
o make searching for surrogate splits a little more stable
CHANGES IN party VERSION 0.9-95 (2008-02-27)
o proximity() now gives _relative_ numbers
(similar to `randomForest'), not absolute numbers
long-standing feature request by Henric Nilsson
CHANGES IN party VERSION 0.9-94 (2008-01-30)
o documentation updates
CHANGES IN party VERSION 0.9-93 (2007-11-30)
o It is now an error to ask for more surrogate variables
than actually available. Thanks to Henric Nilsson.
CHANGES IN party VERSION 0.9-92 (2007-11-22)
o predict(<ctree-object>) computed predictions
for observations with zero weights (by passing them down the tree).
This was already done this way by predict(<cforest-object>) but resulted
in an error for ctree()s.
o minbucket added to ctree_control()
CHANGES IN party VERSION 0.9-91 (2007-09-26)
o bugfix: NAs in factors lead to segfaults on 64bit machines
as reported by Carolin Strobl <carolin.strobl@lmu.de>
o related to this: be more careful when splitting in
variables containing missing values, especially factors.
o add examples to regression tests
o new function `proximity' (feature request by Henric Nilsson)
CHANGES IN party VERSION 0.9-90 (2007-09-24)
o new defaults for `control' argument of `cforest': unbiased
forests are now grown by default
o new defaults for binary classification tree visualization:
stacked bar charts are used by default.
CHANGES IN party VERSION 0.9-14 (2007-07-23)
o fix problem in `varimp' introduced by new weights handling
CHANGES IN party VERSION 0.9-13 (2007-07-23)
o update `mvt.f'
o improve the memory footprint of RandomForest objects
substancially (by removing the weights slots from each node).
More careful revision of the predict and fitting code is needed.
o predictions for cforest with multivariate response are
now returned in a matrix (should be a data.frame)
o remove confusing `no admissible split found' warning
(which simply meant that the `minsplit' wasn't met).
CHANGES IN party VERSION 0.9-12 (2007-06-28)
o adjust to coin 0.6-4
CHANGES IN party VERSION 0.9-11 (2007-06-11)
o populate `where' slot in `mob' objects.
o `mob_control' now has an `na.action' argument
o cforest with replace = FALSE, fraction = ...
can now deal with weights (spotted by Carolin Strobl
<carolin.strobl@stat.uni-muenchen.de>)
o interface to LAPACK (`dgesdd' for computing a SVD)
directly. As a side-effect, the svdmem class can be
simplified and no memory allocation during
tree growing is necessary (which results in a measureable
performance gain)
CHANGES IN party VERSION 0.9-10 (2007-02-28)
o internal infrastructure for fit(x, y) interfaces,
including a VariableFrame method for matrices.
o deal with factors with only one level and variables where
all observations are NA
o don't compute design matrices in `ModelEnvFormula'
CHANGES IN party VERSION 0.9-9 (2007-02-02)
o internal changes to data objects: joint transformations
only necessary for response variables (new class `ResponseFrame')
but we need to distinguish between testing (using ranks, for
example) and prediction (means of raw data!).
Problem spotted by Henric Nilsson <nilsson.henric@gmail.com>.
CHANGES IN party VERSION 0.9-8 (2007-01-15)
o thicker median lines in boxplots
CHANGES IN party VERSION 0.9-7 (2007-01-15)
o fix problems with multivariate response variables
(spotted by Henric Nilsson <henric.nilsson@sorch.se>)
CHANGES IN party VERSION 0.9-6 (2006-11-28)
o R-2.5.0 does not allow to change the storage.mode of factors
CHANGES IN party VERSION 0.9-5 (2006-10-27)
o adjusted p values computed with testtype = "MonteCarlo"
did not take dimensionality of the underlying linear statistics
into account. It is now ensured that _p values_ are resampled,
not test statistics.
o fix escape problems
CHANGES IN party VERSION 0.9-4 (2006-09-15)
o make sure `maxsurrogates' exceeds number of input variables
o fix problems reported by valgrind
CHANGES IN party VERSION 0.9-3 (2006-09-08)
o don't call RNG functions in mvt (this is done in C code, once)
CHANGES IN party VERSION 0.9-2 (2006-09-07)
o mob() can't currently handle missing values,
they are removed and a warning is given.
o add `methods' and `vcd' to Depends:
CHANGES IN party VERSION 0.9-0 (2006-08-31)
o node_barplot() can now also draw stacked barplots.
o simplify handling of ordinal variables. It is now possible
to have multiple (ordinal) response variables.
o some documentation updates
o fix problems with NA handling for factors
o make sure minsplit criterion applies in the presence of missing
values. Bug spotted by Han Lee <Han.Lee@geodecapital.com>.
CHANGES IN party VERSION 0.8-8 (2006-08-23)
o export `varimp' (variable importance measures for cforest())
o documentation updates
o add codetools checks
CHANGES IN party VERSION 0.8-7 (2006-07-17)
o REAL(NULL) now gives an error in C code and scores could be
potentially NULL: fixed for the time being.
o add `show' method for BinaryTree and RandomForest objects
CHANGES IN party VERSION 0.8-6 (2006-05-22)
o add some validity checks for hyper parameters
o add function `varimp' for computing variable importance
measures for some random forests (this is still experimental and
thus not exported yet, so use `party:::varimp')
CHANGES IN party VERSION 0.8-5 (2006-04-25)
o all hyper parameters to `cforest' are now controlled using
objects of a new class `ForestControl' which can be created using
`cforest_control()'.
o sampling of a fraction of the observations without replacement
is now available for the `cforest' implementation of random forest.
CHANGES IN party VERSION 0.8-4 (2006-04-04)
o renamed argument `teststattype' to `teststat' with defaults
c("quad", "max") in order to be compatible with the `coin' package,
version >= 0.4-5
o use `1 - (1 - p)^k' instead of `p * k' for Bonferroni-adjustment.
Node 7 for the `GlaucomaM' data is now splitted in addition (in tms).
CHANGES IN party VERSION 0.8-3 (2006-03-20)
o `predict' returned nonsensical results in case a tree was
fitted to a multivariate response variable. Now a list with one
element for each observation is returned.
CHANGES IN party VERSION 0.8-2 (2006-03-01)
o plotting buglets fixed: improved axis in MOB plots,
correct (transparent) background on jpeg() and png() devices.
CHANGES IN `party' VERSION 0.8-1 (2006-02-23)
o `testtype' can be Bonferroni, MonteCarlo, Univariate and
Teststatistic (instead of Raw)
o removed unnecessary constraint on weights in `cforest'
o maximize raw test statistics for random forest by default.
CHANGES IN `party' VERSION 0.8-0 (2006-02-15)
o `cforest', an implementation of Breiman's random forest ensemble
algorithm based on conditional inference trees (`ctree') has been
added. It is somewhat experimental and thus for advanced users only.
o `mob', an object-oriented implementation of a recently suggested
algorithm for model-based recursive partitioning (Zeileis, Hothorn,
Hornik, 2005) has been added. It works out of the box for partitioning
(generalized) linear regression models, others can be easily plugged
in. A new vignette "MOB" describes the implementation ideas and provides
a few examples.
o new S3 generic reweight() with methods for (g)linearModel
for re-fitting a model with different weights.
o new argument `maxdepth' to `ctree_control' which allows for
growing trees of a fixed maximum depth.
o LazyData: yes
CHANGES IN `party' VERSION 0.3-6 (2006-02-06)
o use a different way to deal with NAMESPACEs during in tests/*.R
following a suggestion by Prof. Brian D. Ripley
o use LazyLoad: yes instead of SaveImage: yes
CHANGES IN `party' VERSION 0.3-5 (2006-02-02)
o make R CMD check happy and move src/README to inst/README
CHANGES IN `party' VERSION 0.3-4 (2006-01-18)
o documentation updates
CHANGES IN `party' VERSION 0.3-3 (2006-01-18)
o some new convenience functions, not exported
CHANGES IN `party' VERSION 0.3-2 (2006-01-12)
o isequal must not check equality of attributes
CHANGES IN `party' VERSION 0.3-1 (2005-12-02)
o fix bug introduced in version 0.3-0: coin:::factor_trafo applies
treatment contrasts in case of a binary factor but we need the full
design matrix
o documentation updates
CHANGES IN `party' VERSION 0.3-0 (2005-11-29)
o `ytrafo' and `xtrafo' functions make use of `coin:::trafo' now,
i.e. the handling of influence functions and transformations
has been unified in packages `party' and `coin'
CHANGES IN `party' VERSION 0.2-10 (2005-11-08)
o new slot `data' in BinaryTree objects, slots inputnames and levels
have been removed
CHANGES IN `party' VERSION 0.2-9 (2005-10-19)
o splits in categorical variables could have failed due
to weired internal checks
CHANGES IN `party' VERSION 0.2-8 (2005-08-06)
o fix problems reported by codetools
CHANGES IN `party' VERSION 0.2-7 (2005-08-31)
o extract inputs using menv@get("input", data = newdata) in predict
CHANGES IN `party' VERSION 0.2-6 (2005-08-29)
o make gfortran happy
CHANGES IN `party' VERSION 0.2-5 (2005-08-19)
o ctree() now searches the global environment for variables given
in `formula' when the `data' argument is unspecified.
CHANGES IN `party' VERSION 0.2-4 (2005-07-07)
o names of `criterion' element in `SplittingNode' objects were wrong
o categorical splits with `ctree_control(testtype = "MonteCarlo")'
were potentially wrong
CHANGES IN `party' VERSION 0.2-3 (2005-06-29)
o print and plot only levels which are available in a node (for nominal
splits)
CHANGES IN `party' VERSION 0.2-2 (2005-06-27)
o ./src/Makedeps will be automatically generated (on Windows)
and must not be part of the source-package.
o vignette cosmetics
Datasets
Models
