Pursuing a Prospective Perspective
نویسندگان
چکیده
Retrospective testing of predictive models does not consider the real-world context in which are deployed. Prospective validation, on other hand, enables meaningful comparisons between data generation processes by incorporating trained and considering subjective decisions that affect reproducibility. experiments essential for consistent progress modeling.
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ژورنال
عنوان ژورنال: Trends in chemistry
سال: 2021
ISSN: ['2589-5974', '2589-7209']
DOI: https://doi.org/10.1016/j.trechm.2020.10.012