Discretizing Numerical Attributes in Decision Tree for Big Data Analysis.
Yiqun ZhangYiu-ming CheungPublished in: ICDM Workshops (2014)
Keyphrases
- numerical attributes
- decision trees
- data analysis
- rule induction
- attribute values
- association rules
- machine learning
- data mining
- numerical data
- subgroup discovery
- nominal attributes
- categorical data
- cluster analysis
- rough sets
- naive bayes
- rough set theory
- categorical attributes
- knowledge discovery
- decision rules
- classification rules
- business intelligence
- action rules
- training data
- data warehouse
- emerging patterns
- clustering algorithm
- genetic programming
- decision table
- pattern discovery
- data mining methods