A Novel Approach for Software Defect Prediction Using Fuzzy Decision Trees.
Zsuzsanna MarianIoan-Gabriel MirceaIstván Gergely CzibulaGabriela CzibulaPublished in: SYNASC (2016)
Keyphrases
- software defect prediction
- fuzzy decision trees
- ensemble learning
- decision trees
- fuzzy sets
- imbalanced data
- fuzzy rules
- sample selection bias
- feature ranking
- class imbalance
- neuro fuzzy
- classification rules
- machine learning
- rough sets
- genetic algorithm
- ensemble methods
- classification models
- random forest
- generalization ability
- logistic regression
- training examples
- support vector
- artificial intelligence
- data sets