Labeled Anchors and a Scalable, Transparent, and Interactive Classifier.
Jeffrey LundStephen CowleyWilson FearnEmily HalesKevin D. SeppiPublished in: EMNLP (2018)
Keyphrases
- training data
- training set
- labeled training data
- user interaction
- training samples
- learning algorithm
- classification scheme
- classification algorithm
- virtual reality
- computer graphics
- syntactic dependencies
- classifier systems
- classification process
- feature selection
- supervised learning
- data sets
- decision trees
- support vector
- svm classifier
- training examples
- class labels
- classification accuracy
- feature set
- labeled training set
- labeling process
- training documents
- multiple classifiers
- nearest neighbor classifier
- labeled data
- learning phase
- text classifiers
- labeled examples
- semi supervised learning
- weak classifiers
- learning classifier systems
- co training
- classification rate
- user interface
- user friendly
- test data
- classification method
- unlabeled data
- pairwise
- feature space