Paired T-Test Results Comparing a GNN Model with Baseline Methods

Paired t-test results comparing the proposed GNN model with baseline methods. The dataset is a 5.5 KB XLS file authored by Yifei Huang and last updated on 2026-04-29. It is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Evaluate statistical significance of model performance differences based on the paired t-test results.
• Compare the proposed GNN model against baseline methods using the provided statistical test data.
• Support reproducibility of machine learning research by providing the statistical test results mentioned in the description.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Clear license (CC-BY-4.0) permitting reuse with attribution.

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

Yifei Huang

Freshness

Last updated 2026-04-29 17:39:50; freshness should be verified.