Classifier Calibration with ROC-Regularized Isotonic Regression.
Eugene BertaFrancis R. BachMichael I. JordanPublished in: AISTATS (2024)
Keyphrases
- roc curve
- support vector
- camera calibration
- regression model
- receiver operating characteristic
- feature selection
- training data
- classification process
- decision trees
- least squares
- learning algorithm
- roc analysis
- regression method
- training set
- model selection
- feature set
- linear regression
- support vector regression
- precision recall
- support vector machine
- class labels
- regression algorithm
- objective function
- feature space
- gaussian processes
- regression problems
- generalization error
- machine learning
- svm classifier
- estimation problems
- ridge regression
- conformal prediction