Learning Decision Trees from Histogram Data Using Multiple Subsets of Bins.
Ram B. GurungTony LindgrenHenrik BoströmPublished in: FLAIRS Conference (2016)
Keyphrases
- decision trees
- data analysis
- data sets
- prior knowledge
- training data
- original data
- raw data
- statistical analysis
- data quality
- background knowledge
- synthetic data
- database
- image data
- learning process
- decision tree learning
- high dimensional data
- data sources
- learning systems
- data collection
- data structure
- probability distribution
- learning problems
- missing data
- high quality
- neural network
- predictive accuracy
- multiple sources
- positive examples
- feature construction