Bootstrap Confidence Intervals for Model AUC, Brier Score, and Coefficients

Estimates and confidence intervals for discrimination (C-statistics, Area under the curve), validation [Brier score], and key model coefficients. This table provides confidence intervals for AUC, Brier score, and model coefficients using the Bootstrap method. The dataset is a 9.5 KB XLS file authored by Poolakkad S. Satheeshkumar and last updated on 2026-05-05.

Use Cases

• Assessing model discrimination uncertainty based on reported AUC confidence intervals.
• Validating model calibration based on reported Brier score confidence intervals.
• Evaluating the stability of key model coefficients based on reported bootstrap intervals.

Strengths

• Provides specific statistical outputs: confidence intervals for AUC, Brier score, and model coefficients.
• Uses the Bootstrap method for uncertainty estimation, a common statistical technique.
• Dataset is small (9.5 KB), facilitating quick download and inspection.

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

Poolakkad S. Satheeshkumar via figshare

Collection Method

Likely derived from statistical analysis of a predictive model using the Bootstrap method.

Freshness

Last updated 2026-05-05 17:36:27; freshness should be verified.