Probing Classifiers: Promises, Shortcomings, and Alternatives.
Yonatan BelinkovPublished in: CoRR (2021)
Keyphrases
- training data
- training set
- decision trees
- support vector
- alternative approaches
- naive bayes
- multiple classifiers
- classification systems
- linear classifiers
- decision makers
- machine learning algorithms
- neural network
- classifier combination
- multiple criteria
- classification algorithm
- svm classifier
- bayesian networks
- classification models
- ensemble learning
- roc curve
- extracted features
- supervised classification
- feature set
- classification accuracy
- feature space
- binary classifiers
- feature selection
- individual classifiers
- data sets
- accurate classifiers
- trained classifiers