A Pipeline for Optimizing F1-Measure in Multi-label Text Classification.
Bingyu WangCheng LiVirgil PavluJay AslamPublished in: ICMLA (2018)
Keyphrases
- multi label
- text classification
- text categorization
- multi label classification
- bag of words
- image annotation
- binary classification
- feature selection
- multi instance
- text mining
- naive bayes
- labeled data
- image classification
- multiple labels
- multi label learning
- text classifiers
- machine learning
- protein function prediction
- unlabeled data
- unsupervised learning
- graph cuts
- knn
- automatic text classification
- topic models
- k nearest neighbor
- multi modal
- natural language processing
- nearest neighbor
- classification accuracy