optRF 1.2.0
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.
optRF 1.1.0
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.
optRF 1.0.1