Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification.
Shan ChenYingya LiSheng LuHoang VanHugo J. W. L. AertsGuergana K. SavovaDanielle S. BittermanPublished in: CoRR (2023)
Keyphrases
- classification models
- model selection
- machine learning
- machine learning methods
- pattern recognition
- automatic classification
- decision rules
- text mining
- decision trees
- classification scheme
- feature selection
- classification accuracy
- machine learning algorithms
- evaluation metrics
- formal models
- complex systems
- feature set
- image classification
- case based reasoning
- support vector
- knowledge representation
- feature space
- special case
- probabilistic model
- classification schemes
- information retrieval
- model construction
- prior knowledge
- classification rules
- data mining
- statistical models
- information extraction
- support vector machine svm
- supervised learning
- text classification