[r/ML] What measure do I use to compare nested models and non nested models in high dimensional survival analysis [D]

Summary

A bachelor student is seeking advice for their thesis on how to accurately compare multiple high-dimensional survival models, specifically asking for appropriate measures for both nested and non-nested models. They are struggling to find an answer online and are requesting guidance on this specific statistical/machine learning problem.

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