Data Science & Analytics
Bio Machine Learning Prediction Explanation
name: bio-machine-learning-prediction-explanation description: Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which genes or features drive classifier decisions. Use when interpreting biomarker classifiers or understanding model predictions. tool_type: python primary_tool: shap measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools:
- Publisher / source
- FreedomIntelligence/OpenClaw-Medical-Skills (found on GitHub top repositories)
- Upstream record
- FreedomIntelligence/OpenClaw-Medical-Skills
- Version
- Not recorded
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-07
- Content fingerprint
753d1a0a1c390667235608b93c70c323efea97f826ccdf69c27b2fd14a308e40