Pairwise Stochastic Dominance Probabilities for Machine Learning Models

A 9.5 KB Excel file containing pairwise stochastic dominance probabilities, sorted by the number of models beaten. The dataset was authored by Lawrence Fulton and last updated on March 19, 2026. It is licensed under CC-BY-4.0 and hosted on figshare.

Use Cases

• Ranking machine learning models based on pairwise stochastic dominance probabilities.
• Comparing model performance in a probabilistic framework, as suggested by the dataset's title.
• Analyzing the relative strength of models like Bayesian Von Bertalanffy or Gompertz models, as indicated by platform tags.

Strengths

• Dataset is small (9.5 KB), facilitating quick download and inspection.
• Explicitly licensed under the permissive CC-BY-4.0 license.
• Last update timestamp (2026-03-19 17:38:27) is provided.

Limitations

• Row count and column definitions are unknown, limiting suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Data may reflect bias inherent to the specific model comparison study on figshare.

Provenance

Source

Lawrence Fulton via figshare.

Freshness

Last updated 2026-03-19 17:38:27; freshness should be verified.