Enhancing Very Fast Decision Trees with Local Split-Time Predictions.
Viktor LosingHeiko WersingBarbara HammerPublished in: ICDM (2018)
Keyphrases
- decision trees
- probability estimates
- predictive accuracy
- decision tree induction
- high predictive accuracy
- machine learning algorithms
- training data
- machine learning
- naive bayes
- logistic regression
- random forest
- constructive induction
- attribute selection
- training set
- data mining methods
- decision rules
- random forests
- decision tree algorithm
- gain ratio
- classification models
- information gain
- nearest neighbour
- induction algorithms
- website
- artificial intelligence
- multi class
- probabilistic model
- artificial neural networks