Wilcoxon Signed-Rank Test Results for IGWO-LSTM-IL Model Comparison

Jiangxue Tian published statistical test results comparing the IGWO-LSTM-IL model with baseline models on 2026-06-02. The dataset is a 5.5 KB Excel file hosted on figshare. It is licensed under CC-BY-4.0 for open use.

Use Cases

• Assess the statistical significance of performance differences between IGWO-LSTM-IL and baseline models based on the Wilcoxon signed-rank test results.
• Validate claims of model superiority in academic or technical reports based on the provided statistical evidence.
• Reproduce or extend comparative analyses of LSTM model variants using the published test statistics.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• The CC-BY-4.0 license provides clear, permissive terms for reuse and redistribution.
• The author and publication date (2026-06-02) are explicitly stated.

Limitations

• Row count and column definitions are unknown, requiring manual inspection after download to understand the data structure.
• Description metadata is limited; actual data quality and context require manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-06-02 17:31:46; freshness should be verified.