Machine learning for fake news classification with optimal feature selection.
Muhammad FayazAtif KhanMuhammad BilalSana Ullah KhanPublished in: Soft Comput. (2022)
Keyphrases
- feature selection
- machine learning
- classification accuracy
- text classification
- feature subset
- support vector machine
- classification models
- machine learning methods
- support vector
- model selection
- feature set
- pattern recognition
- feature subset selection
- machine learning algorithms
- decision trees
- feature extraction
- feature space
- learning algorithm
- high dimensionality
- feature generation
- supervised machine learning
- supervised learning
- optimal solution
- feature selection and classification
- active learning
- discriminative features
- machine learning approaches
- supervised classification
- class imbalance
- feature selection algorithms
- method for feature selection
- news articles
- multi class
- accurate classification
- naive bayes
- support vector machine svm
- cross validation
- bayes classifier
- redundant features
- class separability
- feature weighting
- selected features
- classification method
- data mining
- svm classifier
- text categorization
- image classification
- dimensionality reduction
- feature vectors
- instance selection
- small sample
- unsupervised learning
- supervised and unsupervised learning
- classification performances
- keywords
- binary decision tree