Machine Learning Interpretability: A Science rather than a tool.
Abdul KarimAvinash MishraM. A. Hakim NewtonAbdul SattarPublished in: CoRR (2018)
Keyphrases
- machine learning
- computer science
- data mining
- artificial intelligence
- machine learning methods
- machine learning algorithms
- feature selection
- supervised learning
- knowledge acquisition
- reinforcement learning
- active learning
- knowledge representation
- machine learning and data mining
- data sets
- computational intelligence
- computer vision
- inductive learning
- genetic algorithm
- learning tasks
- prediction accuracy
- computational science
- longitudinal study
- information visualization
- explanation based learning
- machine learning approaches
- learning problems
- kernel methods
- learning systems
- training data
- learning algorithm
- semi supervised learning
- information extraction
- knowledge discovery
- case study
- pattern recognition