Predefined ranges for random search and best value of hyper-parameters

Predefined ranges for random search and best value of hyper-parameters

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While the emergence of large administrative claims data provides opportunities for research, their use remains limited by the lack of clinical annotations relevant to disease outcomes, such as recurrence in breast cancer (BC). Several challenges arise from the annotation of such endpoints in administrative claims, including the need to infer both t...

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... performed random search on the validation set with predefined ranges of the hyper-parameters and 10 epochs. Table 3 displays the predefined ranges for random search, along with the best value found for each hyper-parameter. Results are averaged over 5 independent runs, unless otherwise specified. ...