Standard Error of Estimate for DAMM Predictions of Fecal SCFA COD

Standard error of estimate (σ_est) for predictions made by the DAMM model regarding fecal short-chain fatty acid chemical oxygen demand. The 5.5 KB XLS file, authored by Taylor L. Davis and last updated in May 2026, quantifies the error for predictions against an identity line where predictions should equal measurements.

Use Cases

• Evaluate the predictive accuracy of the DAMM model based on the provided standard error of estimate.
• Benchmark new models against the DAMM model's performance for fecal SCFA COD predictions.
• Assess the reliability of model predictions against measured identity lines.
• Inform model selection and refinement for gut microbiome metabolite studies.

Strengths

• File size is precisely 5.5 KB, indicating a focused and manageable dataset.
• Dataset is openly licensed under CC-BY-4.0, allowing for broad reuse.
• Last update timestamp is precisely recorded as 2026-05-27 17:24:57.

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

figshare

Freshness

Last updated 2026-05-27 17:24:57; freshness should be verified.