Evaluation Gaps in Machine Learning Practice.
Ben HutchinsonNegar RostamzadehChristina GreerKatherine HellerVinodkumar PrabhakaranPublished in: FAccT (2022)
Keyphrases
- machine learning
- machine learning methods
- evaluation process
- data mining
- evaluation method
- real world
- evaluation model
- evaluation methods
- information technology
- multiscale
- artificial intelligence
- learning systems
- neural network
- machine learning and data mining
- genetic algorithm
- machine learning approaches
- search engine
- social networks
- transfer learning
- case study
- machine learning algorithms
- knowledge representation
- computer vision
- data analysis
- search algorithm
- reinforcement learning
- feature selection