Modelling Machine Learning Algorithms on Relational Data with Datalog.
Nantia MakryniotiNikolaos VasiloglouEmir PasalicVasilis VassalosPublished in: DEEM@SIGMOD (2018)
Keyphrases
- machine learning algorithms
- relational data
- benchmark data sets
- relational query languages
- learning algorithm
- relational databases
- relational learning
- machine learning
- structured data
- learning problems
- relational classification
- machine learning methods
- decision trees
- expressive power
- learning tasks
- random forests
- deductive databases
- xml documents
- query answering
- statistical relational learning
- machine learning models
- integrity constraints
- multi type
- relational clustering
- real world
- learning models
- query language
- xml data
- logic programming
- information extraction
- training data
- data objects