Efficient Machine Learning Ensemble Methods for Detecting Gravitational Wave Glitches in LIGO Time Series.
Elena Simona ApostolCiprian-Octavian TruicaPublished in: CoRR (2023)
Keyphrases
- ensemble methods
- machine learning
- machine learning methods
- decision trees
- generalization ability
- random forests
- prediction accuracy
- random forest
- ensemble learning
- machine learning algorithms
- feature selection
- data mining
- majority voting
- information extraction
- pattern recognition
- base classifiers
- decision tree learning
- bootstrap sampling
- logistic regression
- non stationary
- semi supervised learning