Evaluation Gaps in Machine Learning Practice.
Ben HutchinsonNegar RostamzadehChristina GreerKatherine A. HellerVinodkumar PrabhakaranPublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- natural language processing
- decision trees
- gold standard
- evaluation method
- computer vision
- computational intelligence
- real world
- learning systems
- text mining
- active learning
- data mining
- data analysis
- reinforcement learning
- feature selection
- model selection
- learning algorithm
- statistical methods
- learning problems
- inductive learning
- databases
- evaluation model