Changes in version 1.2.1 (2025-05-08)                  

Improvements

  - Improved output of estimate_numtrees and estimate_stability
    functions

Bug Fixes

  - Fixed a bug with the plot functions for the opt_importance_object
    and opt_prediction_object objects.

                 Changes in version 1.2.0 (2025-04-01)                  

New Features

  - Added function measure_stability to measure the stability of random
    forest for a certain data set with a certain number of trees.

Improvements

  - Adding checks for validity of parameters alpha, number_repetitions
    and rec_thresh.

Other

  - Updated CITATION file with published manuscript.

                 Changes in version 1.1.0 (2025-02-03)                  

New Features

  - Added support for selecting multiple classes in opt_prediction.
  - Introduced the verbose parameter in opt_importance and
    opt_prediction to control message display.
  - Added the importance parameter to opt_importance, allowing users to
    specify the importance measure used by ranger.
  - Included code for generating the SNPdata data set.
  - Added vignettes to guide users on using the package.

Improvements

  - Replaced the evaluation of random forest using simulated data with
    out-of-bag (OOB) data.
  - Removed and simplified redundant code to enhance efficiency.
  - Reduced minimum version requirements for imported packages.

Bug Fixes

  - Fixed a bug in the calculation of estimate_numtrees.

Other

  - Added a NEWS.md file to track changes to the package.
  - Added a CITATION file.
  - Added a README.md file for the Github repository.

                 Changes in version 1.0.1 (2024-09-23)                  

  - Initial release on CRAN