Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression.
Jaak SimmIldefons Magrans de AbrilMasashi SugiyamaPublished in: IEICE Trans. Inf. Syst. (2014)
Keyphrases
- multi task learning
- regression problems
- classification accuracy
- multi task
- feature space
- image classification
- theoretical analysis
- multi label image annotation
- decision trees
- gaussian processes
- support vector machine
- cross validation
- unsupervised learning
- mutual information
- inductive learning
- learning tasks
- regression model
- data sets
- feature set
- probabilistic model
- learning process
- training set
- similarity measure
- learning algorithm
- machine learning