SED: supervised experimental design and its application to text classification.
Yi ZhenDit-Yan YeungPublished in: SIGIR (2010)
Keyphrases
- experimental design
- text classification
- feature selection
- unsupervised learning
- text categorization
- experimental designs
- active learning
- machine learning
- labeled data
- empirical studies
- semi supervised
- sample size
- naive bayes
- supervised learning
- text mining
- knn
- learning algorithm
- feature space
- multi label
- unlabeled data
- dimensionality reduction
- multi class
- support vector machine
- pairwise
- training set
- class imbalance
- feature extraction