VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees.
Angelos ChatzimparmpasRafael Messias MartinsAndreas KerrenPublished in: Inf. Vis. (2023)
Keyphrases
- decision rules
- visual analytics
- boosted decision trees
- decision trees
- naive bayes
- data mining methods
- visual analysis
- random forests
- regression trees
- rough sets
- interactive visualization
- data analysis
- learning analytics
- logistic regression
- visual interfaces
- knowledge discovery
- base classifiers
- logistic regression models
- decision table
- bayesian networks
- machine learning
- genetic algorithm
- training set
- training data
- classification accuracy
- pattern recognition
- classification trees
- feature extraction
- drug discovery
- image processing
- high dimensional
- neural network