Causality-based Explanation of Classification Outcomes.
Leopoldo E. BertossiJordan LiMaximilian SchleichDan SuciuZografoula VagenaPublished in: DEEM@SIGMOD (2020)
Keyphrases
- pattern recognition
- support vector
- classification accuracy
- decision trees
- feature extraction
- classification systems
- classification scheme
- pattern classification
- feature vectors
- machine learning
- classification method
- svm classifier
- image classification
- class labels
- unsupervised learning
- classification rules
- machine learning methods
- classification algorithm
- benchmark datasets
- training set
- text classification
- supervised learning
- support vector machine
- active learning
- automatic classification
- correct classification
- learning vector quantization
- supervised classification
- classification models
- support vector machine svm
- multi class
- feature space
- preprocessing
- image processing
- feature selection