Showing content from http://cran.rstudio.com/web/packages/Rcpp/../RcppArray/../Rcpp/../ODRF/news/news.html below:
NEWS
ODRF 0.0.5
- Added linear model tree. Specifically, use parameter Xsplit as the splitting variable for ODT and fit a linear model for each split using the function âgmlnetâ. The corresponding parameter is split=âlinearâ.
- Added the ensemble of ODT-based boosting treesï¼denoted by ODBT.
- Changed the parameter âleafnodeâ to âtypeâ in the function predict.ODT(), and for classification tasks, added category probability output.
- Optimized some other known issues.
ODRF 0.0.4
- Fixed function VarImp(), adding the method of measuring the importance of variables with node purity, and now VarImp() can be used for both class ODT and ODRF.
- When the argument âXcat ! = 0â, i.e., the category variable in predictor X is transformed to one-of-K encode. however for the argument âNodeRotateFun=âRotMatRFâ (âRotMatRandâ)â run error, we have now fixed it.
- Added predicted values of training data for class ODT and ODRF.
- Fixed issue related to function predict.ODRF() when argument âweight.tree = TRUEâ.
- 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 and weight.tree related issues.
- We have fixed the functions plot.ODT(), VarImp() and plot.VarImp().
- We have fixed the argument âlambdaâ of the functions ODT() and ODRF().
ODRF 0.0.2
- We have now explained CART and Random Forest in the description text.
- We have changed the Date field to a more recent date.
- We have now exported the functions RandRot() and defaults(), and no longer need ODRF:::
- We have removed par from plot.VarImp() and added on.exit to plot.prune.ODT(), and checked the code to make sure that it does not change the userâs 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 a
NEWS.md file to track changes to the package.
- This is the first fully-functioning version of the package. It currently has no ERRORs, WARNINGs, or NOTEs from devtools::check().
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