Constructing Variables Using Classifiers as an Aid to Regression: An Empirical Assessment.
Colin TroisemaineVincent LemairePublished in: CoRR (2024)
Keyphrases
- support vector
- target variable
- regression model
- training data
- test set
- supervised classification
- variable selection
- svm classifier
- machine learning methods
- regression coefficients
- linear classifiers
- support vector regression
- linear regression
- training samples
- decision trees
- model selection
- feature selection
- regression problems
- independent variables
- machine learning algorithms
- feature set
- multiple classifiers
- regression trees
- classification accuracy
- regression algorithm
- classification algorithm
- ridge regression
- regression method
- predictor variables
- training set
- decision boundary
- roc curve
- text classification
- classification models
- machine learning
- random variables
- class labels