The harm of class imbalance corrections for risk prediction models: Illustration and simulation using logistic regression
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Methods to correct class imbalance (imbalance between the frequency of outcome events and nonevents) are receiving increasing interest for developing prediction models. We examined the effect of imbalance correction on the performance of logistic regression models.
Nội dung trích xuất từ tài liệu:
The harm of class imbalance corrections for risk prediction models: Illustration and simulation using logistic regression
Nội dung trích xuất từ tài liệu:
The harm of class imbalance corrections for risk prediction models: Illustration and simulation using logistic regression
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Medical informatics association Class imbalance Logistic regression Synthetic minority oversampling technique Monte Carlo simulationsGợi ý tài liệu liên quan:
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