Heterogeneous Domain Adaptation and Classification by Exploiting the Correlation Subspace.
Yi-Ren YehChun-Hao HuangYu-Chiang Frank WangPublished in: IEEE Trans. Image Process. (2014)
Keyphrases
- domain adaptation
- document classification
- classification accuracy
- feature extraction
- feature space
- sufficient training data
- machine learning
- feature vectors
- feature representation
- sentiment classification
- decision trees
- text classification
- labeled data
- target domain
- cross domain
- multiple sources
- semi supervised learning
- classification algorithm
- semi supervised
- support vector
- training data
- covariate shift
- training examples
- error rate
- naive bayes
- sentiment analysis
- dimensionality reduction
- supervised learning
- knn
- training set
- co training
- feature selection