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adding concordance index and Brier score to overall/class statistics depicted for survival model predictions #553

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myacinecoding opened this issue Aug 13, 2024 · 0 comments

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@myacinecoding
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The concordance index and Brier score are commonly used calibration and discrimination metrics for survival analysis/time to event models. The concordance index is a metric similar to AUC that also accounts for right censoring. I would really appreciate adding these. in the calculated class/overall statistics. Thank you.

Examples shown in the scikit code for survival forests:
https://scikit-survival.readthedocs.io/en/stable/user_guide/evaluating-survival-models.html

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