Interpretable Machine Learning: Moving from mythos to diagnostics.
Valerie ChenJeffrey LiJoon Sik KimGregory PlumbAmeet TalwalkarPublished in: ACM Queue (2021)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision trees
- pattern recognition
- information extraction
- knowledge acquisition
- inductive learning
- real time
- active learning
- learning problems
- inductive logic programming
- machine learning approaches
- computational intelligence
- natural language processing
- machine learning and data mining
- data sets
- expert systems
- feature selection
- reinforcement learning
- support vector machine
- statistical methods
- application of machine learning methods
- artificial intelligence
- information systems
- computational biology
- supervised classification
- learning environment
- kernel methods
- natural language
- learning systems
- computer science
- data analysis
- text classification
- text mining
- moving objects
- knowledge discovery