Text Classification Using Association Rules, Dependency Pruning and Hyperonymization.
Yannis HaralambousPhilippe LencaPublished in: CoRR (2014)
Keyphrases
- text classification
- association rules
- association rule mining
- text categorization
- data mining
- feature selection
- bag of words
- text mining
- knowledge discovery
- naive bayes
- text documents
- data mining techniques
- labeled data
- apriori algorithm
- classification rules
- mining association rules
- frequent itemsets
- search space
- pruning algorithm
- n gram
- association mining
- machine learning
- mining algorithm
- sentiment analysis
- knn
- itemsets
- pruning methods
- pruning method
- text data
- association rules mining
- text classifiers
- pruning strategy
- semantic features
- multi label
- frequent patterns
- transaction data
- data cleaning
- natural language processing
- associative classification
- classification accuracy
- information retrieval
- formal concept analysis
- rule sets
- neural network