Supervised Heterogeneous Domain Adaptation via Random Forests.
Sanatan SukhijaNarayanan Chatapuram KrishnanGurkanwal SinghPublished in: IJCAI (2016)
Keyphrases
- random forests
- domain adaptation
- semi supervised
- random forest
- randomized trees
- labeled data
- decision trees
- logistic regression
- machine learning algorithms
- multiple sources
- semi supervised learning
- supervised learning
- ensemble methods
- cross domain
- unlabeled data
- learning algorithm
- target domain
- active learning
- transfer learning
- machine learning
- sentiment classification
- decision tree ensembles
- unsupervised learning
- document classification
- test data
- co training
- naive bayes
- multiple instance learning
- pairwise
- training set
- feature extraction
- information retrieval