VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees.
Angelos ChatzimparmpasRafael Messias MartinsAndreas KerrenPublished in: CoRR (2021)
Keyphrases
- decision rules
- visual analytics
- boosted decision trees
- decision trees
- naive bayes
- regression trees
- visual analysis
- data mining methods
- data analysis
- random forests
- interactive visualization
- rough sets
- learning analytics
- knowledge discovery
- visual interfaces
- decision table
- base classifiers
- logistic regression
- logistic regression models
- neural network
- classification accuracy
- machine learning
- data visualization
- model selection
- decision support
- association rules
- pattern recognition
- training data
- data mining