Conformal predictions for probabilistically robust scalable machine learning classification.
Alberto CarlevaroTeodoro AlamoFabrizio DabbeneMaurizio MongelliPublished in: Mach. Learn. (2024)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- text classification
- machine learning algorithms
- classification accuracy
- supervised machine learning
- support vector machine
- machine learning approaches
- supervised learning
- feature selection
- preprocessing
- image classification
- classification systems
- data mining
- computer vision
- knowledge acquisition
- learning algorithm
- classification algorithm
- class labels
- classification process
- classification scheme
- feature space
- automatic classification
- inductive learning
- decision rules
- artificial intelligence
- unsupervised learning
- natural language processing
- support vector
- active learning
- benchmark datasets
- naive bayes
- support vector machine svm
- training samples
- computationally efficient
- kernel methods
- semi supervised learning
- information extraction
- knowledge discovery