Feature Importance Stability Across Folds

Measure feature importance stability using Spearman rank correlation and coefficient of variation across cross-validation folds

Each component has a specific meaning:

• Spearman rank correlation — The spearman rank correlation recorded for the patient or scenario being assessed.
• Coefficient of variation across cross-validation folds — The coefficient of variation across cross-validation folds recorded for the patient or scenario being assessed.

Note: Interpret the feature stability result against the clinical thresholds and context described above.

Enter the Spearman rank correlation, coefficient of variation across cross-validation folds for the patient or scenario you are assessing. Measure feature importance stability using Spearman rank correlation and coefficient of variation across cross-validation folds. Use the feature stability result to inform your clinical assessment.