A Quantitative Perspective on Values of Domain Knowledge for Machine Learning.
Jianyi YangShaolei RenPublished in: CoRR (2020)
Keyphrases
- domain knowledge
- machine learning
- machine learning methods
- domain experts
- quantitative measures
- quantitative and qualitative
- inductive learning
- machine learning algorithms
- knowledge acquisition
- numerical values
- qualitative and quantitative
- user defined
- attribute values
- viewpoint
- computer science
- pattern recognition
- knowledge discovery
- learning systems
- machine learning and data mining
- learning tasks
- standard deviation
- feature selection
- knowledge engineering
- pixel values
- real time
- natural language processing
- data mining
- control knowledge
- learning algorithm
- artificial intelligence
- statistical methods
- background knowledge
- active learning
- support vector machine