Machine unlearning: linear filtration for logit-based classifiers.
Thomas BaumhauerPascal SchöttleMatthias ZeppelzauerPublished in: Mach. Learn. (2022)
Keyphrases
- training data
- test set
- training set
- multiple classifiers
- machine learning algorithms
- supervised classification
- decision trees
- support vector
- classification systems
- training examples
- regression analysis
- linear model
- ensemble learning
- classification algorithm
- batch processing
- learning algorithm
- linear support vector machines
- linear systems
- svm classifier
- multiple classifier systems
- roc curve
- neural network
- naive bayes
- feature set
- active learning
- machine learning