Streaming Active Learning for Regression Problems Using Regression via Classification.
Shota HoriguchiKota DohiYohei KawaguchiPublished in: ICASSP (2024)
Keyphrases
- regression problems
- linear regression
- genetic programming
- cross validation
- active learning
- classification and regression problems
- regression function
- hyperparameters
- target variable
- input space
- feature selection
- model selection
- regression trees
- support vector machine
- high dimensional data
- random forests
- least squares
- support vector
- neural network
- multi task
- random sampling
- pattern recognition
- supervised learning
- evolutionary algorithm
- generalization error
- learning machines
- learning algorithm
- generalization ability
- training set
- feature extraction
- decision trees