Why only Micro-F1? Class Weighting of Measures for Relation Classification.
David HarbeckeYuxuan ChenLeonhard HennigChristoph AltPublished in: CoRR (2022)
Keyphrases
- class labels
- classification accuracy
- classification systems
- pattern classification
- decision trees
- multiclass classification
- class specific
- classification scheme
- image classification
- automatic classification
- decision rules
- support vector machine svm
- class separability
- pattern recognition
- minimum distance classifier
- support vector machine
- classification process
- feature selection
- classification method
- classification algorithm
- class membership
- training set
- feature vectors
- model selection
- text classification
- class conditional
- supervised learning
- feature weights
- single class
- label information
- benchmark datasets
- multi class problems
- classification models
- data mining
- rough sets
- image features
- preprocessing
- support vector
- similarity measure
- learning algorithm
- machine learning