InterpretML: A Unified Framework for Machine Learning Interpretability.
Harsha NoriSamuel JenkinsPaul KochRich CaruanaPublished in: CoRR (2019)
Keyphrases
- machine learning
- machine learning methods
- data mining
- pattern recognition
- decision trees
- explanation based learning
- machine learning algorithms
- machine learning approaches
- natural language processing
- artificial intelligence
- data analysis
- knowledge acquisition
- rule base
- active learning
- inductive learning
- computer vision
- learning algorithm
- machine learning and data mining
- support vector machine
- computational intelligence
- neural network
- learning systems
- database
- supervised machine learning
- computational biology
- inductive logic programming
- learning tasks
- kernel methods
- statistical methods
- text mining
- information extraction
- knowledge discovery
- knowledge representation
- training set
- natural language
- reinforcement learning
- multiscale
- databases
- real time