More Interpretable Decision Trees.
Eugene GilmoreVladimir Estivill-CastroRené HexelPublished in: HAIS (2021)
Keyphrases
- decision trees
- classification rules
- predictive accuracy
- decision tree induction
- machine learning
- ensemble methods
- training set
- naive bayes
- machine learning algorithms
- data mining methods
- feature construction
- training data
- multiscale
- constructive induction
- attribute selection
- rule induction
- genetic algorithm
- random forests
- multivariate decision trees
- information systems
- decision tree classifiers
- real world
- probability estimates
- information retrieval
- cost sensitive
- learning algorithm
- logistic regression
- prediction accuracy