Toward Computer-Assisted Text Curation: Classification Is Easy (Choosing Training Data Can Be Hard...).
Robert DenrocheRamana MadupuShibu YoosephGranger G. SuttonHagit ShatkayPublished in: BioLINK@ISMB/ECCB (2008)
Keyphrases
- computer assisted
- training data
- classification accuracy
- decision trees
- training set
- classification models
- reading comprehension
- supervised machine learning
- supervised learning
- class labels
- computer aided
- training samples
- intraoperative
- classification algorithm
- text classification
- foreign language
- support vector machine
- classification method
- training process
- pattern recognition
- training dataset
- feature values
- cross validation
- machine learning
- image classification
- feature extraction
- learning algorithm
- sufficient training data
- unlabeled data
- labelled data
- text mining
- semi supervised
- active learning
- feature vectors
- support vector
- information retrieval