Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP.
Stephen H. MuggletonUte SchmidChristina ZellerAlireza Tamaddoni-NezhadTarek R. BesoldPublished in: Mach. Learn. (2018)
Keyphrases
- machine learning
- inductive logic programming
- relational learning
- information extraction
- background knowledge
- machine learning algorithms
- high speed
- computer vision
- pattern recognition
- artificial intelligence
- decision trees
- automatic programming
- rule learning
- support vector machine
- machine learning methods
- computer programs
- computer science
- genetic algorithm
- predicate invention
- logic programming
- knowledge discovery in databases
- explanation based learning
- inductive learning
- statistical methods
- learning systems
- database
- knowledge acquisition
- text classification
- logic programs
- learning problems
- model selection
- natural language processing
- prior knowledge
- machine learning and data mining
- training set
- supervised machine learning
- reinforcement learning
- control program
- ilp systems
- data sets