24.0.0

Changelog

Exareme:

• (Improvement) Improved Health Check on the workers to check that master is pingable.
• (Improvement) Reduced max exareme threads on all the thread pools to make it lighter.
• (Bugfix) Many smaller stabilization fixes.

Mip-Algorithms:

• (Improvement) Implementation of Oneway Anova algorithm for one categorical and one numerical variable
  • Output of Anova includes:
    • Anova summary table
    • Tukey Honest Significant Differences test table
    • Mean plot for every level in the categorical variable
  • 95 Algorithm tests (80 local + 15 federated on 10 nodes)
  • 5 Exareme integration tests
  • 1 Privacy test
• (Improvement) Implementation of Naive Bayes classifier for mixed numerical and categorical variables
  • Output includes:
    • Classification report (precision, recall, specificity, F score)
    • ROC report (AUC per class, Gini coefficient per class)
    • Accuracy report (accuracy, upper and lower c.i.)
    • Confusion matrix chart
    • ROC per class chart
• (Improvement) CART visualization addition.