Inverse Classification for Comparison-based Interpretability in Machine Learning.
Thibault LaugelMarie-Jeanne LesotChristophe MarsalaXavier RenardMarcin DetynieckiPublished in: CoRR (2017)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- feature selection
- text classification
- decision trees
- support vector machine
- supervised machine learning
- machine learning algorithms
- supervised learning
- supervised classification
- classification scheme
- pattern classification
- feature extraction
- classification accuracy
- feature space
- machine learning approaches
- data mining
- classification models
- support vector machine svm
- reinforcement learning
- feature set
- information extraction
- semi supervised learning
- image classification
- learning systems
- decision rules
- classification method
- kernel methods
- support vector
- natural language processing
- active learning
- knowledge acquisition
- explanation based learning
- classification systems
- automatic classification
- computational intelligence
- inductive learning
- computer vision
- model selection