A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data.
Khyati AhlawatAnuradha ChugAmit Prakash SinghPublished in: Adv. Data Sci. Adapt. Anal. (2021)
Keyphrases
- big data
- sampling algorithm
- class imbalance
- sampling methods
- random sampling
- active learning
- class distribution
- cloud computing
- data analysis
- data management
- social media
- cost sensitive
- knowledge discovery
- business intelligence
- data warehousing
- feature selection
- markov chain monte carlo
- data processing
- high dimensionality
- concept drift
- learning algorithm
- information retrieval
- monte carlo
- machine learning
- reinforcement learning