CORElearn-1.57.3, 2022-11-18: fixing bugs introduced by changing sprintf into snprintf, submitted to CRAN CORElearn-1.57.2, 2022-11-15: fixing bugs introduced by changing sprintf into snprintf, submitted to CRAN CORElearn-1.57.1, 2022-11-04: changing sprintf into snprintf, submitted to CRAN CORElearn-1.57.0, 2022-11-04: fixing an UTF-8 character in comments CORElearn-1.56.0, 2021-03-23: fixing a bug in calibration, submitted to CRAN CORElearn-1.55.0, 2020-02-09: fixing Imports field in Description file CORElearn-1.54.2, 2020-02-08: fixing Description and Namespace file, submitted to CRAN CORElearn-1.54.1, 2020-02-07: fixing unchecked returns while reading from files CORElearn-1.54.0, 2019-06-27: improvements in documentation of attrEval CORElearn-1.53.2, 2018-11-17: added ciDecorate parameter to plot.ordEval function CORElearn-1.53.1, 2018-09-29:*changed OpenMP flags to assure compilaion with some obscure compilers CORElearn-1.53.0, 2018-09-26: fixing bug in checking returned indices of estimators CORElearn-1.52.1, 2018-04-02: fixing bug in declaring my own generic function for predict surfacing due to changes in R3.5.0 CORElearn-1.52.0, 2017-12-27: making discretization more robust to NA values CORElearn-1.51.2, 2017-08-08: fixing grammar error in Description file CORElearn-1.51.1, 2017-08-08: added support for cross-validated evaluation of CoreModel CORElearn-1.51.0, 2017-06-23: added support for cross-validated evaluation of CoreModel CORElearn-1.50.6, 2017-06-03: bug fix, parameter ci in plot.ordEval CORElearn-1.50.4, 2017-05-09: bug fix, empty model now predicts with default values CORElearn-1.50.3, 2017-03-28: fixing submission to CRAN CORElearn-1.50.2, 2017-03-27: changed the name of swap function CORElearn-1.50.1, 2017-03-24: bug fixes, registration of C routines in R CORElearn-1.50.0, 2017-03-17: bug fixes, improving C++ code, adding files cleanup, configure.win and cleanup.win CORElearn-1.49.0, 2016-11-23: adding reliabilityPlot, bug fixes for calibration CORElearn-1.48.0, 2016-07-23: improving ordEval plot and ordEval CORElearn-1.47.5, 2016-07-09: bug fixes CORElearn-1.47.4, 2016-05-29: improving ordEval plot CORElearn-1.47.3, 2015-11-06: fixing a bug in equalFrequencyDiscretization for only 2 unique values CORElearn-1.47.2, 2015-09-07: fixing the warnings reported by valgrind CORElearn-1.47.1, 2015-09-04: fixing inconsistencies required for CRAN submission CORElearn-1.47.0, 2015-09-03: adding instance level and model level explanation of prediction models; changing the version numbering system CORElearn-0.9.46, 2015-05-29: adding discretization of numeric features, improvements in efficiency, allowing bypass of formula interface, bug fixes in formula handling, calibration, small inconveniences, disabling OpenMP on Solaris via configure script CORElearn-0.9.45, 2015-01-28: adding and improving plot functions for tree based models, bug fixes CORElearn-0.9.44, 2014-12-08: bug fix for leaking memory CORElearn-0.9.43, 2014-05-11: bug fix for C++ initialization, examples leaking memory allocated in C++ code, integer parameters larger than 1e5 transferered to C++ CORElearn-0.9.42, 2013-10-17: bug fixes, added access to out-of-bag evaluation for random forests CORElearn-0.9.41, 2013-01-02: bug fixes CORElearn-0.9.40, 2012-07-06: bug fixes, proximity matrix for random forest CORElearn-0.9.39, 2012-01-27: version without multithreading support to test error on Solaris/intel CORElearn-0.9.38, 2012-01-24: extending and cleaning testCore.R CORElearn-0.9.37, 2012-01-17: code cleaning to remove warnings and notes in CRAN compilation report CORElearn-0.9.36, 2012-01-03: using several smoothing techniques in class distribution prediction, improved documentation, bug fixes CORElearn-0.9.35, 2011-08-18: improving OrdEval graphs and documentation forcing the same levels for correctClass and predictedClass in modelEval (problem reported by Marcin Mironczuk) visualization of models CORElearn-0.9.34, 2011-04-01: code prettying to remove some warnings CORElearn-0.9.33, 2011-03-24: bug fixes, adaptation for OpenMP at different platforms, additional data checks CORElearn-0.9.32, 2010-11-22: feature evaluation enhancements, bug fixes, CORElearn-0.9.31, 2010-10-01: bug fixes, extraction of additional information from trees and random forests models CORElearn-0.9.30, 2010-09-14: reorganizing testCore, so that it is less dependent on random seed and platform CORElearn-0.9.29, 2010-09-04: disabling OpenMP for R Win64, since it does not support full set of libraries yet CORElearn-0.9.28, 2010-08-30: support for OpenMP based multithreaded execution, improved documentation CORElearn-0.9.27, 2010-03-05: bug fix for single attribute problems CORElearn-0.9.26, 2010-01-10: bug fix for Sun platform CORElearn-0.9.25, 2010-01-07: added rfAttrEval, feature evaluation with random forest, bug fixes CORElearn-0.9.24, 2009-12-06: improvements in plot.ordEval, and additional checks of input data CORElearn-0.9.23, 2009-09-25: improvements in plot.ordEval, repairing minor bugs, documentation, function optionCore renamed to helpCore CORElearn-0.9.22, 2009-09-20: repairing minor inter-platform inconsistencies in documentation CORElearn-0.9.21, 2009-09-16: first CRAN version, passing all checks on Windows and Linux without warnings ------------------------------------------------------------------------------------------------------------ CORElearn-0.9.20, 2009-09-15: documentation improvements, rename of many functions, preparing to CRAN submit CORElearn-0.9.19, 2009-08-17: fixes to ordEval plotting, documentation improvements, etc. CORElearn-0.9.18, 2009-06-01: saving and restoring RF in R readable format CORElearn-0.9.17, 2009-04-24: code improvements and bugfixes CORElearn-0.9.16, 2009-03-31: added calibration code CORElearn-0.9.15, 2009-03-19: bug fixes and improvements in ordEval plotting CORElearn-0.9.14, 2009-02-09: improvement in regDataGen artificial data set generator CORElearn-0.9.13, 2009-02-05: data sets replaced with generators of artificial data sets CORElearn-0.9.12, 2009-01-28: bug fix: rfNearCheck excluded one of the cases from the neighborhood when called from R CORElearn-0.9.11, 2009-01-15: bug fixes CORElearn-0.9.10, 2008-12-12: improvements to ordEval visualization and presentation CORElearn-0.9.9, 2008-12-09: new feature evaluation measures, multi-class extensions, improvements to ordEval visualization and presentation CORElearn-0.9.8, 2008-11-25: some comments and documentation CORElearn-0.9.7, 2008-09-30: added new equal weight attribute evaluation measures CORElearn-0.9.6, 2008-09-29: improvements in ordEval visualization and documentation CORElearn-0.9.5, 2008-09-25: added new uniform attribute evaluation functions and ordEval variants CORElearn-0.9.4, 2008-09-07: improvements in plotOrdEval, bug fixes CORElearn-0.9.3, 2008-09-01: attribute names and values passed to C++ for Core and ordEval.Core CORElearn-0.9.2, 2008-08-22: added ordEvalInst algorithm, other small improvements CORElearn-0.9.1, 2008-08-21: version changed to reflect better the state of the project, ordEval improvements CORElearn-0.8.2.8, 2008-05-30: bug fixes in speed improvements for myopic evaluation of numerical attributes CORElearn-0.8.2.7, 2008-05-11: improvements in ordEval and its visualization, speed improvements in attribute evaluation CORElearn-0.8.2.6, 2008-02-15: bug fixes, some minor improvement CORElearn-0.8.2.5, 2008-02-05: improved documentation, added random discretization and binarization in RF CORElearn-0.8.2.4, 2008-01-28: memory release bug fixes, documentation improvements CORElearn-0.8.2.3, 2008-01-24: added destroyModels, saveRF, and loadRF with documentation CORElearn-0.8.2.2, 2008-01-21: some code cleaning CORElearn-0.8.2.1, 2007-12-21: documentation fixes, fix for random numbers in regression CORElearn-0.8.2.0, 2007-12-21: documentation CORElearn-0.8.1.3, 2007-10-09: code cleaning, interface changes CORElearn-0.8.1.2, 2007-10-08: bug fixes CORElearn-0.8.1.1, 2007-10-05: bug fixes CORElearn-0.8.1.0, 2007-10-04: merged with regression tree learner COREclass-0.8.0.24, 2007-09-30: preparing code for merge with regression learner COREclass-0.8.0.23, 2007-09-27: preparing code for regression, added kappa statistics COREclass-0.8.0.22, 2007-09-2u: reading the data from file COREclass-0.8.0.21, 2007-09-15: bug fixes COREclass-0.8.0.20, 2007-09-14: bug fixes COREclass-0.8.0.19, 2007-09-14: bug fixes COREclass-0.8.0.18, 2007-09-12: checking prediction and ordEval options COREclass-0.8.0.17, 2007-09-08: several bug fixes and improvements, checking model options COREclass-0.8.0.16, 2007-09-04: minor bug fixes and improvements COREclass-0.8.0.15, 2007-09-03: code improvements, option handling improvement, reading C4.5 data without Quinlan's code COREclass-0.8.0.14, 2007-08-30: changes in NA processing, checking of estimation options COREclass-0.8.0.13, 2007-08-28: code improvements COREclass-0.8.0.12, 2007-08-28: bug fixes COREclass-0.8.0.11, 2007-08-26: bug fixes COREclass-0.8.0.10, 2007-08-26: checking memory allocation with DEBUG_NEW COREclass-0.8.0.9, 2007-08-26: bug fixes, improving the code COREclass-0.8.0.8, 2007-08-25: bug fixes, changes in ordEval interface COREclass-0.8.0.7, 2007-08-24: included cost information, code reorganization, bug fixes COREclass-0.8.0.6, 2007-08-23: ordered attribute evaluation, model evaluation COREclass-0.8.0.5, 2007-08-20: improved formula interface in test.Core, random numbers, additional models, attribute evaluation COREclass-0.8.0.4, 2007-08-20: incorporated formula interface and data handling, improved options, fixed bugs in prediction COREclass-0.8.0.3, 2007-08-17: removed bug in Rinterface.R COREclass-0.8.0.2, 2007-08-17: port to Linux and some improvements COREclass-0.8.0.1, 2007-08-16: initial R interface COREclass-0.8.0.0, 2007-08-10: initial port of C++ part to make it available as R package