On Interpretability and Similarity in Concept-Based Machine Learning.
Léonard KwuidaDmitry I. IgnatovPublished in: CoRR (2021)
Keyphrases
- machine learning
- similarity measure
- machine learning methods
- learning tasks
- information extraction
- machine learning algorithms
- supervised machine learning
- data mining
- euclidean distance
- text classification
- decision trees
- feature selection
- distance function
- learning algorithm
- similarity metric
- machine learning approaches
- artificial intelligence
- user defined
- distance metric
- computer vision
- natural language
- text categorization
- distance measure
- knowledge acquisition
- model selection
- learning systems
- natural language processing
- statistical methods
- knowledge discovery
- similarity function
- semantic similarity
- edit distance
- data analysis
- concept space
- explanation based learning
- active learning
- data points
- kernel methods
- search engine
- pattern recognition
- computational intelligence
- prediction accuracy