Streaming Active Learning for Regression Problems Using Regression via Classification.
Shota HoriguchiKota DohiYohei KawaguchiPublished in: CoRR (2023)
Keyphrases
- regression problems
- cross validation
- linear regression
- genetic programming
- active learning
- classification and regression problems
- regression trees
- target variable
- regression function
- input space
- support vector machine
- feature selection
- model selection
- hyperparameters
- multi task
- learning machines
- high dimensional data
- random forests
- training set
- random sampling
- least squares
- classification accuracy
- pattern recognition
- support vector
- sample size
- training examples
- em algorithm
- maximum likelihood
- feature space