Evaluating the ChatGPT family of models for biomedical reasoning and classification.
Shan ChenYingya LiSheng LuHoang VanHugo J. W. L. AertsGuergana K. SavovaDanielle S. BittermanPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- classification models
- formal models
- classification systems
- automatic classification
- pattern recognition
- complex systems
- model selection
- classification accuracy
- machine learning
- models built
- classification process
- machine learning methods
- probabilistic model
- decision trees
- machine learning algorithms
- knowledge base
- feature vectors
- preprocessing
- support vector
- classification scheme
- machine learning approaches
- neural network
- logic programs
- classification schemes
- reasoning process
- model construction
- bayesian networks
- classification method
- decision rules
- special case
- text classification