A deep multiple-instance text binary classification for topic relevant content extraction on social media.
Juan YinXiaoyang LiuZhewen YangPublished in: J. King Saud Univ. Comput. Inf. Sci. (2024)
Keyphrases
- binary classification
- content extraction
- learning problems
- social media
- text content
- multi class
- support vector
- cost sensitive
- generalization error
- multi label
- prediction accuracy
- support vector machine
- ensemble methods
- keywords
- learning tasks
- class imbalance
- text mining
- web pages
- concept learning
- real valued
- learning algorithm
- machine learning algorithms
- kernel methods
- feature space
- cross validation
- topic models
- data mining
- text categorization
- semi supervised learning
- upper bound
- knn
- active learning
- machine learning