Fixes #495 : Correct EnbPI Prediction Intervals centering #524
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Description
Addresses the issue #495 concerning the prediction intervals generated by EnbPI.
The intervals are now centered at the aggregation of
y_pred_multi
instead of the prediction of a single estimator, aligning with the pseudocode.Fixes #495
Type of change
How Has This Been Tested?
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
Checklist
make lint
make type-check
make tests
make coverage
make doc