Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction.
Hamed KarimiReza SamaviPublished in: CoRR (2024)
Keyphrases
- conformal prediction
- k nearest neighbour
- belief functions
- tree ensembles
- training set
- feature selection
- training data
- support vector
- confidence levels
- machine learning algorithms
- ridge regression
- decision trees
- naive bayes
- test set
- svm classifier
- data sets
- logistic regression
- machine learning methods
- random forests
- text categorization
- least squares
- nearest neighbor
- high dimensional
- machine learning