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

Reddit r/MachineLearning / 3/21/2026

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Key Points

  • The post is from a bachelor student seeking guidance on which accuracy measure to use when comparing nested and non-nested high-dimensional survival models.
  • The author notes difficulty finding a definitive answer online and asks for an accurate evaluation metric.
  • The topic centers on evaluating model performance in survival analysis with high-dimensional data, including considerations of model complexity and comparison structure.
  • The discussion cites a Reddit link for further context.

So, Im a bachelor student and for my thesis I would be comparing multiple high dimensional survival models for the same.

My professor asked me what measure would I use for accuracy of nested models and in non nested models. Im unable to find any answer on the internet, Please tell me the accurate measure to evaluate the same. Thank you

submitted by /u/baelorthebest
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