Arabic text categorization based on rough set classification.
Moawia Elfaki YahiaPublished in: AICCSA (2011)
Keyphrases
- text categorization
- rough sets
- feature reduction
- text classification
- document classification
- decision rules
- rough set theory
- feature selection
- transductive support vector machine
- pattern recognition
- text classifiers
- automatic text categorization
- knn
- multi label
- rule induction
- classification accuracy
- text documents
- feature weighting
- naive bayes
- continuous valued attributes
- k nearest neighbor
- attribute reduction
- feature extraction
- set pair analysis
- classification algorithm
- feature set
- information gain
- unlabeled data
- real world
- data mining
- machine learning
- support vector
- decision table
- random forest
- databases
- neural network
- decision trees
- feature vectors
- prior knowledge
- data points
- support vector machine
- information extraction
- svm classifier
- supervised learning
- text mining
- labeled data
- data sets
- model selection