Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities.
Genevera I. AllenLuqin GanLili ZhengPublished in: CoRR (2023)
Keyphrases
- machine learning
- data mining
- statistical methods
- knowledge discovery
- lessons learned
- machine learning methods
- pattern recognition
- natural language processing
- information theoretic
- application scenarios
- information extraction
- statistical inference
- data analysis
- feature selection
- learning tasks
- key issues
- machine learning algorithms
- knowledge acquisition
- statistical analysis
- real world
- statistical approaches
- inductive learning
- learning algorithm
- statistical information
- text classification
- computational intelligence
- text mining
- decision trees
- technical challenges
- supervised machine learning
- neural network
- advanced technologies
- open issues
- pattern discovery
- learning problems
- statistical models
- semi supervised learning
- model selection
- data driven
- support vector machine
- knowledge representation
- training data
- computer vision
- artificial intelligence