A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification.
Yizhang JiangZhaohong DengKup-Sze ChoiFu-Lai ChungShitong WangPublished in: Inf. Sci. (2016)
Keyphrases
- multi task
- feature selection
- multi task learning
- multiple kernel learning
- support vector machine
- learning tasks
- multitask learning
- multi class
- classification algorithm
- support vector
- classification accuracy
- feature set
- multiple tasks
- metric learning
- feature space
- class labels
- gaussian processes
- decision trees
- training set
- classification models
- svm classifier
- training data
- sparse learning
- training samples
- text classification
- learning problems
- naive bayes classifier
- unsupervised learning
- information gain
- support vector machine svm
- transfer learning
- cross validation
- machine learning
- feature vectors
- feature extraction
- learning algorithm
- feature subset
- model selection
- mutual information
- supervised learning
- active learning
- kernel methods
- naive bayes
- markov random field