Case study of inaccuracies in the granulation of decision trees.
Salman BadrAndrzej BargielaPublished in: Soft Comput. (2011)
Keyphrases
- case study
- decision trees
- decision tree induction
- rough sets
- naive bayes
- lessons learned
- machine learning algorithms
- decision rules
- machine learning
- rule induction
- random forests
- random forest
- logistic regression
- software development
- predictive accuracy
- fuzzy model
- training data
- granular computing
- decision tree learning
- data mining methods
- software engineering
- neural network
- feature construction
- decision tree algorithm
- genetic algorithm
- decision tree classifiers
- information granules
- induction algorithms
- rough set theory
- classification rules