Experimental evaluation of ensemble classifiers for imbalance in Big Data.
Mario Juez-GilÁlvar Arnaiz-GonzálezJuan José RodríguezCésar García-OsorioPublished in: Appl. Soft Comput. (2021)
Keyphrases
- big data
- ensemble classifier
- imbalanced data
- ensemble learning
- data analysis
- ensemble methods
- data management
- cloud computing
- concept drift
- random forest
- business intelligence
- social media
- data processing
- big data analytics
- data warehousing
- support vector machine
- fusion method
- classification models
- base classifiers
- knowledge discovery
- feature selection
- data streams
- preprocessing step
- decision trees
- information processing
- decision support
- machine learning methods
- data warehouse
- support vector
- real world