Continual Feature Selection: Spurious Features in Continual Learning.
Timothée LesortPublished in: CoRR (2022)
Keyphrases
- feature selection
- feature set
- learning algorithm
- feature space
- feature subset
- feature extraction
- classification accuracy
- feature construction
- learning tasks
- learning process
- selecting features
- learning problems
- machine learning
- prior knowledge
- learning systems
- classification models
- learning models
- feature selection algorithms
- selected features
- principal component analysis
- unsupervised feature selection
- feature engineering
- input features
- informative features
- feature relevance
- text categorization
- knowledge acquisition
- online learning
- supervised learning
- multi class
- image features
- support vector machine
- knn
- low level
- active learning