Fink: early supernovae Ia classification using active learning.
Marco LeoniEmille E. O. IshidaJulien PelotonAnais MöllerPublished in: CoRR (2021)
Keyphrases
- active learning
- selective sampling
- supervised learning
- classification accuracy
- decision trees
- machine learning
- classification process
- training set
- support vector
- image classification
- pattern recognition
- classification systems
- benchmark datasets
- classification scheme
- automatic classification
- incremental learning
- batch mode active learning
- support vector machine
- feature extraction
- pattern classification
- classification models
- classification rules
- classification algorithm
- model selection
- data sets