Research on Concept Drift Detection for Decision Tree Algorithm in the Stream of Big Data.
Shangdong LiuLili LuYongpan ZhangTong XinYi-mu JiRuchuan WangPublished in: PAAP (2017)
Keyphrases
- big data
- decision tree algorithm
- drift detection
- decision trees
- social media
- data processing
- data management
- concept drift
- data analysis
- cloud computing
- data streams
- cost sensitive
- classification rules
- big data analytics
- business intelligence
- data warehousing
- knowledge discovery
- machine learning
- non stationary
- genetic programming
- classification models
- feature space
- data sets