A step towards understanding why classification helps regression.
Silvia L. PinteaYancong LinJouke DijkstraJan C. van GemertPublished in: CoRR (2023)
Keyphrases
- support vector
- pattern recognition
- classification accuracy
- regression problems
- automatic classification
- model selection
- decision trees
- classification process
- classification scheme
- classification models
- classification systems
- image classification
- neural network
- classification rate
- cross validation
- post processing
- dimensionality reduction
- support vector machine
- feature space
- preprocessing
- regression algorithm
- learning phase
- target variable
- multi variate
- classification and regression problems
- gaussian processes
- regression forests
- support vector regression
- pattern classification
- machine learning methods
- classification method
- classification algorithm
- regression model
- machine learning algorithms
- genetic programming
- text classification
- supervised learning
- training set
- feature selection