LIME Feature Importance Calculator

Estimate local interpretable model-agnostic feature weights around a prediction instance using LIME perturbation sampling

Each component has a specific meaning:

• LIME perturbation sampling — The lime perturbation sampling recorded for the patient or scenario being assessed.

Note: Interpret the lime explainability result against the clinical thresholds and context described above.

Enter the LIME perturbation sampling for the patient or scenario you are assessing. Estimate local interpretable model-agnostic feature weights around a prediction instance using LIME perturbation sampling. Use the lime explainability result to inform your clinical assessment.