Does Removal of Noisy Granulated Datasets Matter to Performance of Decision Tree Generation?
Tzu-Ming KuoHsuan-Yu HungChienhsing WuPublished in: MISNC (2023)
Keyphrases
- decision trees
- decision tree algorithms
- data sets
- decision tree algorithm
- uci machine learning repository
- information gain
- predictive accuracy
- machine learning algorithms
- benchmark datasets
- logistic regression
- text classification
- data structure
- generation process
- database
- raw data
- ensemble methods
- random forest
- binary classification problems
- feature construction
- genetic algorithm
- machine learning