Multivariable Binary Logistic Regression Analysis for UI Presence Factors

Multivariable binary logistic regression analysis for factors associated with UI presence. The 5.5 KB XLS file was authored by Ziya Yıldız and last updated on June 4, 2026. Its specific row count and column details are not provided in the metadata.

Use Cases

• Train a binary classifier for UI presence based on the multivariable factors analyzed.
• Benchmark logistic regression model performance against the analysis results.
• Conduct a secondary statistical analysis of the factors associated with the binary outcome.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a focused and manageable scope for analysis.

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

Ziya Yıldız via figshare

Freshness

Last updated 2026-06-04 17:28:48; freshness should be verified.