An application of MOGW optimization for feature selection in text classification.
Razieh AsgarnezhadS. Amirhassan MonadjemiMohammadreza SoltanaghaeiPublished in: J. Supercomput. (2021)
Keyphrases
- text classification
- feature selection
- text categorization
- web page classification
- text data
- naive bayes
- text mining
- optimization problems
- machine learning
- bag of words
- knn
- multi label
- optimization algorithm
- unsupervised learning
- feature reduction
- feature set
- data cleaning
- classification accuracy
- text documents
- optimization method
- text classifiers
- feature space
- feature extraction
- feature weighting
- term frequency
- text classification tasks
- multi class
- n gram
- k nearest neighbor
- mutual information
- supervised feature selection
- feature engineering
- parameter optimization
- feature selection algorithms
- neural network