Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble.
Nikola AndelicPublished in: Astron. Comput. (2024)
Keyphrases
- benchmark datasets
- machine learning methods
- significant improvement
- cross validation
- preprocessing
- classifier ensemble
- feature set
- classification method
- support vector machine svm
- feature selection
- training data
- classification systems
- classification models
- ensemble methods
- roc curve
- image set
- final classification
- data sets
- classification algorithm
- class labels
- machine learning algorithms
- anomaly detection
- text classification
- feature extraction
- machine learning