Statistical Comparison of Classifiers Using Paired T-Test Across Folds

A 5.5 KB Excel file containing statistical comparison results for machine learning classifiers. The dataset, authored by Sawera Qureshi, was last updated on May 21, 2026. It likely contains results from paired t-tests performed across cross-validation folds.

Use Cases

• Compare the statistical significance of different classifier performances based on paired t-test results.
• Validate classifier selection for a modeling pipeline based on cross-validated statistical tests.
• Reproduce or benchmark statistical evaluation methodologies for machine learning models.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Released under a permissive CC-BY-4.0 license, allowing for broad reuse.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-05-21 17:44:35; freshness should be verified.