Computational Biology
单调加性建模
Monotonic additive modelingA statistical modeling approach that enforces monotonicity constraints on additive models to ensure that the predicted outcome does not decrease as input features increase. / 一种统计建模方法，通过对加性模型施加单调性约束，确保预测结果不随输入特征的增加而减少。
- Knowledge type
- 数学理论
- First proposed or discovered
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- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-10 18:05:47
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Main parameters and performance indicators
monotonicity constraint: ensures non-decreasing relationship between features and targetadditive components: sum of individual feature contributions
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Related literature
ranked by community starsMonotonic additive modeling reveals candidate biomarkers of cardio-renal-metabolic disorder susceptibilityOpen source
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1 recordsRecord title: Monotonic additive modeling.
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