A parallel decision tree builder for mining very large visualization datasets.
Kevin W. BowyerLawrence O. HallThomas MooreNitesh V. ChawlaW. Philip KegelmeyerPublished in: SMC (2000)
Keyphrases
- decision trees
- fit in main memory
- decision tree algorithms
- massive datasets
- data mining algorithms
- data mining tasks
- data mining
- parallel processing
- decision tree induction
- data mining methods
- pattern mining
- interactive exploration
- classification trees
- database
- machine learning algorithms
- text mining
- knowledge discovery
- dense datasets
- logistic regression
- graph data
- induction algorithms
- predictive accuracy
- data analysis
- visualization tool
- information gain
- decision table
- mining algorithm
- scientific data analysis
- interactive visualization
- data exploration
- decision tree construction
- decision tree algorithm
- information visualization
- data visualization
- classification models
- raw data
- sequential patterns
- web mining
- association rule mining
- benchmark datasets
- itemsets
- data structure
- social networks
- neural network