TAFV Model Results: 500 Parameter Combinations for Bat NPC1 Binding

500 sets of parameter combinations for evaluating TAFV binding strength to bat NPC1. The dataset includes evaluation metrics, variable importance, and SHAP values from 100 bootstrap iterations of the chosen parameter set. It was authored by Adrian Castellanos and last updated on May 20, 2026.

Use Cases

• Compare model performance based on evaluation metrics for 500 parameter combinations.
• Assess variable importance for predicting binding strength using the provided bootstrap results.
• Interpret model predictions for individual variables using the included SHAP values.
• Validate the robustness of the chosen parameter set through the 100 bootstrap iterations.

Strengths

• Includes results for 500 distinct parameter combinations.
• Provides robustness analysis through 100 bootstrap iterations for the chosen model.
• Offers model interpretability with SHAP values for each variable across 100 iterations.

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

figshare

Collection Method

Likely contains computational model outputs for evaluating TAFV binding to bat NPC1.

Freshness

Last updated 2026-05-20 13:45:19; freshness should be verified.