Generating collective counterfactual explanations in score-based classification via mathematical optimization.
Emilio CarrizosaJasone Ramírez-AyerbeDolores Romero MoralesPublished in: Expert Syst. Appl. (2024)
Keyphrases
- pattern recognition
- pattern classification
- classification accuracy
- decision rules
- support vector
- automatic classification
- classification scheme
- machine learning methods
- classification systems
- feature extraction
- feature vectors
- benchmark datasets
- optimization algorithm
- global optimization
- support vector machine
- optimization method
- training samples
- data sets
- supervised learning
- feature selection
- machine learning
- classification process
- text classification
- supervised classification
- mathematical models
- roc analysis
- classification method
- feature set
- preprocessing
- training data
- information retrieval
- data mining
- neural network