MLAV Model Results: Binding Strength to Bat NPC1 with Bootstrap Analysis

500 sets of parameter combinations for evaluating MLAV binding strength to bat NPC1. The 57.6 MB collection includes evaluation metrics, variable importance, and SHAP values from 100 bootstrap iterations, authored by Adrian Castellanos and last updated in May 2026.

Use Cases

• Compare model performance based on 500 evaluated parameter combinations.
• Assess model stability and uncertainty using the 100 bootstrap iterations of evaluation metrics.
• Interpret model predictions and feature importance using the provided SHAP values for each variable.
• Validate the chosen set of parameter values against the bootstrap results.

Strengths

• Includes results for 500 distinct parameter combinations.
• Provides model interpretability data from 100 bootstrap iterations for SHAP values and variable importance.
• Released under a permissive CC-BY-4.0 license for reuse.

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

Adrian Castellanos via figshare

Collection Method

Likely contains computational model outputs for protein-ligand binding.

Freshness

Last updated 2026-05-20 13:42:12; freshness should be verified.