Did the Model Change? Efficiently Assessing Machine Learning API Shifts.
Lingjiao ChenTracy CaiMatei ZahariaJames ZouPublished in: CoRR (2021)
Keyphrases
- machine learning
- high level
- pattern recognition
- computational model
- probabilistic model
- management system
- conceptual model
- statistical model
- theoretical framework
- cost function
- feature selection
- hidden markov models
- database
- text mining
- knowledge acquisition
- theoretical analysis
- objective function
- decision trees
- experimental data
- simulation model