Files

Remove cmake config as it is not used

2024-12-13 12:58:17 +01:00

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.1.1] 2024-12-13

Added a new parameter quiet to enable/disable the warning messages in the Stratified K-Fold partitioning. Default value true.

Fixed the issue in stratified K-fold when the number of samples of a class is less than the number of folds. Now the algorithm will split the samples evenly among the folds.

Refactor stratified build method to remove uneeded structures and optimize loops.
Refactor the code to improve the readability and maintainability of the code,changing the order of the private, public and protected methods.
More tests to enhance the robustness of the code.

Possibility to check the indices of the training and testing sets in the K-Fold and Stratified K-Fold partitioning. Now disabled due to apple's clang compiler mt19937 implementation.

Random number generator is changed to mt19937 to improve the robustness of the models generated.