Machines Learn Better with Better Data Ontology: Lessons from Philosophy of Induction and Machine Learning Practice.
Dan LiPublished in: Minds Mach. (2023)
Keyphrases
- machine learning
- data sets
- data collection
- synthetic data
- raw data
- training data
- database
- artificial intelligence
- concept formation
- semantic web
- data mining techniques
- text mining
- data points
- data sources
- high quality
- decision trees
- learning algorithm
- databases
- domain knowledge
- knowledge representation
- image data
- active learning
- data analysis
- data structure
- model selection
- statistical methods
- original data
- inductive learning