Skip to content

Releases: jMetal/SAES

v0.5.1 - `SAES`

21 Jan 10:34
Compare
Choose a tag to compare
v0.5.1 - `SAES` Pre-release
Pre-release

This release of SAES contains the following components:

  1. Seamless CSV data processing

    • Import and preprocess experiment results effortlessly.
    • Handle datasets of varying sizes with ease.
  2. Statistical analysis

    • Parametric tests:
      • Normality test
    • Non-parametric tests:
      • Friedman test
      • Wilcoxon signed-rank test
    • Post hoc analysis:
      • Nemenyi test (critical distance)
  3. Report generation

    • Automated LaTeX reports with the following types of tables:
      • Median table
      • Median table with Friedman test
      • Median table with Wilcoxon pairwise test (pivot-based)
      • Pairwise Wilcoxon test table (1-to-1 comparison)
  4. Visualization

    • Boxplot graphs for algorithm comparison.
    • Critical distance plots for statistical significance.

Full Changelog: https://github.com/jMetal/SAES/commits/v0.5.1