一种用于数据流自适应分类的主动学习方法

张银芳,于洪,王国胤,谢永芳

An active learning method for data stream adaptive classification

Yinfang Zhang,Hong Yu,Guoyin Wang,Yongfang Xie

表2 与主动学习算法ALU对比的分类效果

Table 2 Classification performance of ALBOD and active learning algorithm ALU

Datasets ALU[22] ALBOD ACC(%) Labeled (%) ACC (%) Labeled (%) SEAa 81.2 10 83.16 9.92 SEAg 81.5 10 82.95 9.79 RBF0.003 48.8 10 50.94 4.27 Weather 42.1 10 73.30 1.56