Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees.
Najlaa MaaroofAntonio MorenoMohammed JabreelAïda VallsPublished in: CCIA (2022)
Keyphrases
- fuzzy decision trees
- high precision
- high accuracy
- synthetic data
- detection method
- significant improvement
- computational cost
- probabilistic model
- fuzzy sets
- pairwise
- similarity measure
- dynamic programming
- cost function
- classification accuracy
- experimental evaluation
- data sets
- objective function
- text categorization
- clustering method
- image sequences
- classification algorithm
- computer vision
- fuzzy reasoning
- machine learning