Cost Sensitive Alternating Direction Method of Multipliers for Large Scale Class

Large-scale classification is one of the most significant topics in machine learning. However, previous classification methods usually.require the assumption that the data has a balanced class distribution..Thus, when dealing with imbalanced data, these methods often present.performance degradation.