SurvivalEVAL: A Comprehensive Open-Source Python Package for Evaluating Individual Survival Distributions
Proceedings of the AAAI Symposium Series(2024)
摘要
Survival analysis is widely employed across medicine, business, and the social sciences. However, the absence of a unified and standardized software solution for evaluating survival analysis models impedes its broader application by researchers. In this research, we fill this gap by providing a comprehensive Python package, SurvivalEVAL, which implements seven evaluation metrics specific to survival analysis. The SurvivalEVAL package is designed to serve as a convenient and straightforward toolkit for individual survival distribution models. The package is publicly available on GitHub at https://github.com/shi-ang/SurvivalEVAL.
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