K-means and Wordnet Based Feature Selection Combined with Extreme Learning Machines for Text Classification.
Rajendra Kumar RoulSanjay Kumar SahayPublished in: ICDCIT (2016)
Keyphrases
- text classification
- feature selection
- extreme learning machines
- k means
- text categorization
- naive bayes
- text data
- bag of words
- machine learning
- knn
- feature weighting
- text mining
- k nearest neighbor
- text classifiers
- n gram
- feature set
- feature space
- mutual information
- text documents
- feature extraction
- supervised feature selection
- self organizing maps
- data cleaning
- spectral clustering
- feature reduction
- multi label
- feature engineering
- support vector
- classification accuracy
- unsupervised learning
- labeled data
- information gain
- semantic features
- clustering method
- multi class
- support vector machine
- text classification tasks
- clustering algorithm
- unlabeled data
- hierarchical clustering
- cluster analysis
- image classification
- natural language processing
- constrained clustering