Ensemble Model Diversity Correlation

Quantify ensemble diversity using pairwise error correlation, ambiguity decomposition, and Q-statistic to estimate ensemble error reduction

Each component has a specific meaning:

• Pairwise error correlation — The pairwise error correlation recorded for the patient or scenario being assessed.
• Ambiguity decomposition — The ambiguity decomposition recorded for the patient or scenario being assessed.
• Q-statistic — The q-statistic recorded for the patient or scenario being assessed.

Note: Interpret the ensemble diversity result against the clinical thresholds and context described above.

Enter the pairwise error correlation, ambiguity decomposition, Q-statistic for the patient or scenario you are assessing. Quantify ensemble diversity using pairwise error correlation, ambiguity decomposition, and Q-statistic to estimate ensemble error reduction. Use the ensemble diversity result to inform your clinical assessment.