DirectProbe: Studying Representations without Classifiers.
Yichu ZhouVivek SrikumarPublished in: CoRR (2021)
Keyphrases
- training data
- feature representations
- support vector
- decision trees
- training set
- linear classifiers
- classifier ensemble
- classification algorithm
- multiple representations
- feature set
- training examples
- svm classifier
- feature selection
- classification models
- decision boundary
- classification process
- classifier systems
- supervised classification
- roc curve
- classifier combination
- majority vote
- majority voting
- neural network
- hierarchical models
- binary classifiers
- classification rate
- semi supervised learning
- higher level
- text classification
- learning algorithm