Conformal Prediction via Regression-as-Classification.
Etash Kumar GuhaShlok NatarajanThomas MöllenhoffMohammad Emtiyaz KhanEugène NdiayePublished in: CoRR (2024)
Keyphrases
- conformal prediction
- tree ensembles
- k nearest neighbour
- support vector
- text classification
- supervised learning
- model selection
- classification accuracy
- ridge regression
- decision trees
- support vector machine
- regression model
- support vector machine svm
- feature vectors
- image classification
- benchmark datasets
- feature set
- feature selection
- machine learning
- feature extraction
- neural network
- statistical analysis
- machine learning methods
- linear regression
- generalization ability
- random forests
- feature space
- confidence levels