A step towards understanding why classification helps regression.
Silvia L. PinteaYancong LinJouke DijkstraJan C. van GemertPublished in: ICCV (2023)
Keyphrases
- model selection
- support vector
- pattern recognition
- feature selection
- regression problems
- classification accuracy
- cross validation
- support vector machine svm
- supervised learning
- pattern classification
- support vector machine
- feature vectors
- regression model
- classification method
- decision trees
- machine learning
- post processing
- classification systems
- classification process
- target variable
- machine learning algorithms
- data sets
- training samples
- unsupervised learning
- feature extraction
- feature space
- classification and regression problems
- learning phase
- partial least squares
- preprocessing
- training set
- regression analysis
- automatic classification
- cost sensitive
- active learning
- image classification
- classification algorithm
- text classification
- benchmark datasets