斯皮尔曼等级相关
- 网络Spearman Rank Correlation;Spearman Correlation
斯皮尔曼等级相关
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浅谈等级相关系数与斯皮尔曼等级相关系数
The Relationship of Rank Correlation Coefficient and Spearman Rank Correlation Coefficient
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在二类不平衡分类问题中,本文提出使用斯皮尔曼等级相关系数来衡量特征之间的冗余性,并把这个冗余性度量和利用AUC本身作为相关性度量的两项结合起来。
Specifically , in binary imbalanced learning , we propose to adopt the Spearman correlation coefficient to measure the redundancy between features , and then combine this redundancy term with the AUC term that measures the relevance between a feature and the class label .