Machine learning from imbalanced data sets for astronomical object classification.
Jorge de la CallejaAntonio BenítezMa. Auxilio MedinaOlac FuentesPublished in: SoCPaR (2011)
Keyphrases
- object classification
- imbalanced data sets
- machine learning
- object recognition
- object detection
- machine learning algorithms
- benchmark data sets
- concept learning
- machine learning methods
- data sets
- rare events
- imbalanced data
- information extraction
- feature selection
- knowledge discovery
- inductive logic programming
- object categories
- prior knowledge
- class distribution
- class imbalance
- active learning
- pedestrian detection
- learning algorithm
- face recognition
- decision trees
- data generation
- model selection
- computer vision