Fraunhofer SIT at CheckThat! 2023: Tackling Classification Uncertainty Using Model Souping on the Example of Check-Worthiness Classification.
Raphael Antonius FrickInna VogelJeong-Eun ChoiPublished in: CoRR (2023)
Keyphrases
- classification algorithm
- classification models
- pattern recognition
- classification accuracy
- mathematical model
- pattern classification
- support vector machine svm
- decision trees
- classification scheme
- classification method
- classification systems
- computational model
- model selection
- supervised learning
- machine learning algorithms
- unsupervised learning
- formal model
- feature vectors
- high level
- benchmark datasets
- experimental data
- classification process
- statistical model
- decision rules
- cross validation
- svm classifier
- machine learning
- support vector machine
- probabilistic model
- preprocessing
- support vector
- feature selection