Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models.
Mahdi Pakdaman NaeiniGregory F. CooperPublished in: CoRR (2015)
Keyphrases
- regression model
- ensemble learning
- multiple classifiers
- classifier ensemble
- ensemble classifier
- training data
- binary classification problems
- binary classifiers
- training set
- regression analysis
- model selection
- feature selection
- linear model
- regression methods
- prediction model
- learning algorithm
- multivariate regression
- explanatory variables
- neural network
- survival analysis
- generalized linear models
- decision trees
- regression method
- random forest
- random forests
- ensemble methods
- feature set
- target variable
- generalized linear
- base classifiers
- cross validation
- svm classifier
- class labels
- multi class
- support vector
- machine learning