Explainable and Local Correction of Classification Models Using Decision Trees.
Hirofumi SuzukiHiroaki IwashitaTakuya TakagiKeisuke GotoYuta FujishigeSatoshi HaraPublished in: AAAI (2022)
Keyphrases
- classification models
- decision trees
- software quality classification
- training data
- decision tree algorithm
- attribute selection
- decision tree induction
- random forest
- machine learning algorithms
- learning models
- information gain
- data mining methods
- logistic regression
- naive bayes
- probability estimates
- models built
- classification rules
- machine learning
- training set
- feature ranking
- image classification
- imbalanced data
- pairwise
- support vector