Ablation Study on Individual Leakage Type Contributions to Accuracy Inflation

5.5 KB Excel file contains results from an ablation study on data leakage. The dataset, authored by Lalit Narayan Mishra, was last updated on May 27, 2026. It is hosted on figshare under a CC-BY-4.0 license.

Use Cases

• Quantify the effect of specific leakage types on reported model accuracy based on the ablation study design.
• Benchmark leakage detection and mitigation techniques using the provided contributions to inflation.
• Analyze the relative importance of different leakage mechanisms in experimental setups.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and analysis.
• The CC-BY-4.0 license provides clear and permissive terms for reuse.

Limitations

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

Provenance

Source

figshare

Freshness

Last updated 2026-05-27 17:39:27; freshness should be verified.