CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification.
Matús FalisHang DongAlexandra BirchBeatrice AlexPublished in: CoRR (2021)
Keyphrases
- multi label
- evaluation metrics
- text classification
- hierarchical text categorization
- classifier training
- text categorization
- multi label classification
- graph cuts
- precision and recall
- image annotation
- image classification
- binary classification
- multi label learning
- evaluation measures
- class labels
- labeled data
- text mining
- feature selection
- naive bayes
- text classifiers
- machine learning
- data sets
- natural language processing
- nearest neighbor
- knn
- information retrieval
- learning to rank
- training examples
- unlabeled data