CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification.
Matús FalisHang DongAlexandra BirchBeatrice AlexPublished in: EMNLP (1) (2021)
Keyphrases
- multi label
- evaluation metrics
- text classification
- hierarchical text categorization
- classifier training
- text categorization
- multi label classification
- precision and recall
- image annotation
- image classification
- graph cuts
- binary classification
- text mining
- multi label learning
- learning to rank
- naive bayes
- text classifiers
- evaluation measures
- machine learning
- unsupervised learning
- labeled data
- feature selection
- class labels
- probabilistic model
- language model
- knn
- classification accuracy
- reinforcement learning
- image processing
- computer vision
- data sets