PDEBench: An Extensive Benchmark for Scientific Machine Learning.
Makoto TakamotoTimothy PraditiaRaphael LeiteritzDaniel MacKinlayFrancesco AlesianiDirk PflügerMathias NiepertPublished in: NeurIPS (2022)
Keyphrases
- machine learning
- real world
- machine learning methods
- artificial intelligence
- machine learning algorithms
- decision trees
- pattern recognition
- data mining
- computer science
- inductive logic programming
- inductive learning
- computer vision
- natural language processing
- learning tasks
- science learning
- semi supervised learning
- information systems
- computational intelligence
- case study
- explanation based learning
- information extraction
- science education
- active learning
- feature selection
- scientific data
- benchmark suite
- database
- machine learning and data mining
- learning systems
- text classification
- text mining
- supervised learning
- knowledge representation
- database systems
- search engine
- genetic algorithm