Tackling Simpson's Paradox in Big Data using Classification & Regression Trees.
Galit ShmueliInbal YahavPublished in: ECIS (2014)
Keyphrases
- big data
- regression trees
- decision trees
- regression problems
- big data analytics
- cloud computing
- classification accuracy
- data processing
- social media
- decision rules
- feature extraction
- data management
- data analysis
- machine learning methods
- supervised learning
- machine learning
- databases
- support vector machine
- feature vectors
- random forests
- linear regression
- benchmark datasets
- regression model
- neural network
- support vector
- data warehousing
- machine learning algorithms
- business intelligence
- information processing
- dimensionality reduction
- training set