Photometric data-driven classification of Type Ia supernovae in the open Supernova Catalog.
Stanislav DobryakovKonstantin L. MalanchevDenis DerkachMikhail HushchynPublished in: Astron. Comput. (2021)
Keyphrases
- data driven
- pattern recognition
- support vector
- object classification
- classification method
- classification accuracy
- machine learning
- decision trees
- classification process
- feature set
- feature vectors
- feature selection
- support vector machine
- supervised learning
- classification systems
- support vector machine svm
- benchmark datasets
- classification algorithm
- pattern classification
- computer vision
- classification rate
- classification scheme
- classification models
- benchmark data sets
- preprocessing
- cross validation
- class labels
- text classification
- training set
- multi class