LLMs' Classification Performance is Overclaimed.
Hanzi XuRenze LouJiangshu DuVahid MahzoonElmira TalebianarakiZhuoan ZhouElizabeth GarrisonSlobodan VuceticWenpeng YinPublished in: CoRR (2024)
Keyphrases
- classification accuracy
- classification systems
- feature selection
- decision trees
- pattern recognition
- decision rules
- support vector
- object classification
- classification method
- automatic classification
- image classification
- classification scheme
- feature extraction
- support vector machine svm
- machine learning
- recognition rate
- classification models
- supervised classification
- pattern classification
- machine learning methods
- benchmark datasets
- real time
- rough sets
- artificial neural networks
- face recognition
- data sets