Logistic Regression Model Predicting Blood Donation Practice

Bhola Teli's logistic regression model predicting blood donation practice, based on a dataset of 191 records. The model is available as an Excel file and was last updated on May 26, 2026. It is licensed under CC-BY-4.0.

Use Cases

• Predicting individual likelihood to donate blood based on demographic or behavioral features.
• Evaluating logistic regression model performance for binary classification tasks.
• Analyzing factors influencing blood donation participation.
• Training or benchmarking binary classifiers for healthcare applications.

Strengths

• The dataset size is explicitly stated as 191 records.
• The file size is 5.5 KB, indicating a compact and manageable dataset.
• The license is clearly defined as CC-BY-4.0, facilitating open use.

Limitations

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

Provenance

Source

figshare

Freshness

Last updated 2026-05-26 17:28:27; freshness should be verified.