No Target Function Classifier - Fast Unsupervised Text Categorization using Semantic Spaces.
Tobias Eljasik-SwobodaMichael KaufmannMatthias L. HemmjePublished in: DATA (2018)
Keyphrases
- text categorization
- target function
- text classifiers
- feature selection
- training documents
- text classification
- feature selection and classifier
- sample complexity
- naive bayes
- random sampling
- knn
- document classification
- k nearest neighbor
- classification algorithm
- unsupervised learning
- multi label
- test instances
- cost function
- support vector
- decision trees
- feature set
- supervised learning
- probability distribution
- generalization error
- semi supervised learning
- semi supervised
- parameter space
- machine learning
- training examples
- training data
- unlabeled data
- nearest neighbor
- learning algorithm
- class labels
- semantic information
- theoretical analysis
- feature subset
- model selection
- upper bound
- active learning
- natural language