Impact of class imbalance.

Impact of class imbalance.

<p>A: AUC; B: recall. Mallows-like loss function demonstrates superior predictive performance across multiple scenarios, indicating significant advantages of model averaging methods based on this loss function.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	GaoXiang Zhao (21499525) (author)
مؤلفون آخرون:	Lu Wang (45927) (author), Xiaoqiang Wang (194829) (author)
منشور في:	2025
الموضوعات:	Biotechnology Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified random forest algorithm focal loss function empirical evaluations conducted conventional voting method mallows &# 8217 model averaging methods model averaging single model world datasets variability inherent results highlight rare instances paper proposes notable enhancement multiple models introduce uncertainty information security industrial production expected patterns effectively mitigate deviate significantly crucial role challenges posed base models anomaly detection adequately capture
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