Binary classifier calibration using an ensemble of piecewise linear regression models.
Mahdi Pakdaman NaeiniGregory F. CooperPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- linear regression models
- ensemble learning
- training data
- classifier ensemble
- binary classifiers
- ensemble classifier
- feature selection
- regression analysis
- training set
- least squares
- regression trees
- random forests
- learning algorithm
- decision trees
- random forest
- feature set
- multi class
- weak classifiers
- feature space
- svm classifier
- neural network
- support vector machine
- support vector
- ensemble methods
- interval valued data
- classification models
- classification algorithm
- regression model
- linear model
- class labels
- regression problems
- training samples
- generative model
- knn