<p>Sensitivity analysis results of the proposed GNN model across baseline, geographical, a

Sensitivity analysis results of a proposed Graph Neural Network model across baseline, geographical, and temporal settings. 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 the figshare platform.

Use Cases

• Assessing model robustness based on sensitivity analysis results across different settings.
• Comparing GNN performance based on baseline, geographical, and temporal evaluation scenarios.
• Informing model selection and deployment strategies based on sensitivity metrics.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Explicitly licensed as CC-BY-4.0, allowing for broad reuse and sharing.

Limitations

• Row count and column-level documentation are unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality and structure require manual inspection after download.

Provenance

Source

Yifei Huang via figshare

Collection Method

Likely generated from the evaluation of a proposed Graph Neural Network model.

Freshness

Last updated 2026-04-29 17:39:52; freshness should be verified.