Movatterモバイル変換

ODRF 0.0.5

• Added linear model tree. Specifically, use parameter Xsplit as thesplitting variable for ODT and fit a linear model for each split usingthe function “gmlnet”. The corresponding parameter issplit=“linear”.
• Added the ensemble of ODT-based boosting trees，denoted byODBT.
• Changed the parameter “leafnode” to “type” in the functionpredict.ODT(), and for classification tasks, added category probabilityoutput.
• Optimized some other known issues.

ODRF 0.0.4

• Fixed function VarImp(), adding the method of measuring theimportance of variables with node purity, and now VarImp() can be usedfor both class ODT and ODRF.
• When the argument “Xcat ! = 0”, i.e., the category variable inpredictor X is transformed to one-of-K encode. however for the argument“NodeRotateFun=‘RotMatRF’ (‘RotMatRand’)“ run error, we have now fixedit.
• Added predicted values of training data for class ODT and ODRF.
• Fixed issue related to function predict.ODRF() when argument“weight.tree = TRUE”.
• Optimized some other known issues.

ODRF 0.0.3

• The function predicate.ODT() runs error when ODT is not split(depth=1), and we have fixed this bug.
• We have fixed the function predict.ODRF() with arguments numOOB andweight.tree related issues.
• We have fixed the functions plot.ODT(), VarImp() andplot.VarImp().
• We have fixed the argument ‘lambda’ of the functions ODT() andODRF().

ODRF 0.0.2

• We have now explained CART and Random Forest in the descriptiontext.
• We have changed the Date field to a more recent date.
• We have now exported the functions RandRot() and defaults(), and nolonger need ODRF:::
• We have removed par from plot.VarImp() and added on.exit toplot.prune.ODT(), and checked the code to make sure that it does notchange the user’s options, including par or working directory.
• We have removed the random seed number in functions ODRF(),poune.ODRF(), online.ODRF() and plot_ODT_depth().

ODRF 0.0.1

• Added aNEWS.md file to track changes to thepackage.
• This is the first fully-functioning version of the package. Itcurrently has no ERRORs, WARNINGs, or NOTEs from devtools::check().