一种基于聚类融合欠抽样的不平衡数据分类方法 (Unbalanced Data Classification Algorithm Based on Clustering Ensemble Under-sampling).
Xiaoshan ZhangQiang LuoPublished in: 计算机科学 (2015)
Keyphrases
- classification algorithm
- unbalanced data
- clustering ensemble
- support vector machine
- clustering algorithm
- training data
- class labels
- training set
- naive bayes
- data clustering
- k nearest neighbor
- knn
- k means
- multi class
- misclassification costs
- class distribution
- combining multiple
- concept drift
- learning algorithm
- support vector
- machine learning
- svm classifier
- support vector machine svm
- feature extraction
- cluster ensemble
- feature selection