Supervised heterogeneous transfer learning using random forests.
Sanatan SukhijaNarayanan Chatapuram KrishnanDeepak KumarPublished in: COMAD/CODS (2018)
Keyphrases
- transfer learning
- random forests
- machine learning algorithms
- learning algorithm
- decision trees
- randomized trees
- learning tasks
- machine learning
- label information
- random forest
- labeled data
- semi supervised
- knowledge transfer
- supervised learning
- ensemble methods
- cross domain
- active learning
- collaborative filtering
- reinforcement learning
- multi task
- logistic regression
- unlabeled data
- text classification
- unsupervised learning
- decision tree ensembles
- target domain
- support vector
- transfer knowledge
- prediction accuracy
- training examples
- text mining
- labeled and unlabeled data
- real world
- databases