Performance Comparison and Optimization of Text Document Classification using k-NN and Naïve Bayes Classification Techniques.
Zulfany Erlisa RasjidReina SetiawanPublished in: ICCSCI (2017)
Keyphrases
- document classification
- knn
- text categorization
- text documents
- text classification
- k nearest neighbor
- bayes classifiers
- web document classification
- tree augmented
- classification algorithm
- bayesian network classifiers
- text mining
- bayes classifier
- nearest neighbor
- naive bayes
- support vector machine
- naive bayes classifier
- web documents
- bayesian classifiers
- k nearest neighbour
- feature selection
- information retrieval
- bag of words
- neural network
- information gain
- bayesian networks
- decision trees
- voting methods
- document clustering
- tf idf
- text analysis
- labeled data
- n gram
- nearest neighbour
- association rules
- k nearest
- information extraction
- keywords
- machine learning
- data sets