BDBV Model Results: 500 Parameter Combinations for Bat NPC1 Binding

500 sets of parameter combinations for modeling BDBV binding strength to bat NPC1, with evaluation metrics, variable importance, and SHAP values from 100 bootstrap iterations. The dataset was authored by Adrian Castellanos and last updated on May 20, 2026. It is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Benchmarking model performance based on evaluation metrics for 500 parameter sets.
• Analyzing feature importance based on variable importance results from 100 bootstrap iterations.
• Interpreting model predictions based on SHAP values for each variable across bootstrap iterations.
• Selecting optimal hyperparameters based on the evaluation of 500 parameter combinations.

Strengths

• Includes results for 500 distinct parameter combinations, allowing for broad hyperparameter exploration.
• Provides model interpretability metrics from 100 bootstrap iterations for SHAP values and variable importance.
• Released under a permissive CC-BY-4.0 license, facilitating reuse and redistribution.

Limitations

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

Provenance

Source

figshare

Collection Method

Likely contains computational model results from simulations or statistical analyses.

Freshness

Last updated 2026-05-20 13:39:16; freshness should be verified.