Avoiding Biased Clinical Machine Learning Model Performance Estimates in the Presence of Label Selection.
Conor K. CorbinMichael BaiocchiJonathan H. ChenPublished in: CoRR (2022)
Keyphrases
- knowledge representation
- machine learning
- artificial intelligence
- expert systems
- objective function
- statistical model
- high level
- genetic algorithm
- formal model
- conceptual model
- probability distribution
- neural network
- computational model
- medical data
- experimental data
- theoretical framework
- machine learning algorithms
- parameter estimation
- theoretical analysis
- information extraction
- probabilistic model
- prior knowledge
- bayesian networks
- similarity measure