一种面向不完全标记的文本数据流自适应分类方法 (Self-adaptation Classification for Incomplete Labeled Text Data Stream).
Yuhong ZhangWei ChenXuegang HuPublished in: 计算机科学 (2016)
Keyphrases
- data streams
- supervised machine learning
- classification accuracy
- image classification
- supervised learning
- feature extraction
- automatic classification
- text mining
- text retrieval
- decision trees
- information retrieval
- data sets
- classification method
- classification algorithm
- text classification
- streaming data
- data stream classification
- database
- support vector machine svm
- class labels
- training set
- pattern recognition
- support vector
- feature selection
- multi class
- semi supervised learning
- sliding window
- feature vectors
- noisy data
- concept drift
- machine learning
- manual labeling
- autonomic computing systems