RESTV Model Results: Binding Strength to Bat NPC1

500 sets of parameter combinations for modeling RESTV binding to bat NPC1. The dataset includes evaluation metrics, variable importance, and SHAP values from 100 bootstrap iterations. Author Adrian Castellanos published the 59.2 MB collection of CSV files on figshare in May 2026.

Use Cases

• Evaluating model performance based on 500 tested parameter combinations.
• Assessing variable importance for virus binding based on 100 bootstrap iterations.
• Interpreting model predictions using SHAP values for each variable.
• Comparing parameter sensitivity for RESTV-NPC1 interaction models.

Strengths

• Results from 500 distinct parameter combinations are included.
• Model robustness is assessed with 100 bootstrap iterations.
• Includes SHAP values for model interpretability.
• Released under a permissive CC-BY-4.0 license.

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

Adrian Castellanos via figshare.

Collection Method

Likely contains results from computational modeling and bootstrap analysis.

Freshness

Last updated 2026-05-20 13:43:39; freshness should be verified.