Combining Multiple Classification or Regression Models Using Genetic Algorithms.
Andrzej JanuszPublished in: RSCTC (2010)
Keyphrases
- regression model
- combining multiple
- multiple classifiers
- target variable
- model selection
- regression method
- classification accuracy
- machine learning
- combining classifiers
- linear model
- support vector machine svm
- pattern recognition
- benchmark datasets
- logistic regression models
- decision trees
- individual classifiers
- regression methods
- training set
- regression analysis
- support vector machine
- regression trees
- neural network
- classification algorithm
- decision rules
- feature selection
- least squares
- feature space
- classifier combination
- cluster ensemble
- response variable
- generalized linear models
- multivariate regression