REFORMS: Reporting Standards for Machine Learning Based Science.
Sayash KapoorEmily CantrellKenny PengThanh Hien PhamChristopher A. BailOdd Erik GundersenJake M. HofmanJessica HullmanMichael A. LonesMomin M. MalikPriyanka NanayakkaraRussell A. PoldrackInioluwa Deborah RajiMichael RobertsMatthew J. SalganikMarta Serra-GarciaBrandon M. StewartGilles VandewieleArvind NarayananPublished in: CoRR (2023)
Keyphrases
- machine learning
- science education
- artificial intelligence
- computer science
- data analysis
- machine learning methods
- data mining
- machine learning algorithms
- widely accepted
- computer vision
- science learning
- decision trees
- information extraction
- pattern recognition
- text classification
- explanation based learning
- natural language processing
- web services
- learning algorithm
- interdisciplinary field
- learning systems
- computational intelligence
- longitudinal study
- knowledge acquisition
- business intelligence
- learning tasks
- learning problems
- inductive logic programming
- databases
- text mining
- data warehouse
- machine learning and data mining
- metadata
- feature selection
- computational science
- neural network