Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees.
Marcin BlachnikMiroslaw KordosPublished in: HAIS (1) (2012)
Keyphrases
- decision trees
- computational complexity
- complexity reduction
- naive bayes
- decision tree induction
- error reduction
- random forest
- training data
- data mining methods
- np complete
- high computational complexity
- prediction accuracy
- machine learning
- computational efficiency
- predictive accuracy
- decision tree learning
- computational cost
- memory requirements
- reduction method
- structured data
- logistic regression
- computationally efficient
- distance measure
- significant improvement
- knowledge base