Feature Selection based Arabic Text Classification using Different Machine Learning Algorithms: Comparative Study.
Sakina Rim BennabiZakaria ElberrichiPublished in: ICIST (2020)
Keyphrases
- machine learning algorithms
- comparative study
- text classification
- feature selection
- machine learning
- text categorization
- benchmark data sets
- learning algorithm
- machine learning methods
- bag of words
- predictive accuracy
- decision trees
- learning problems
- machine learning approaches
- naive bayes
- supervised feature selection
- n gram
- input features
- text mining
- labeled data
- meta learning
- feature selection algorithms
- mutual information
- machine learning models
- k nearest neighbor
- random forests
- knn
- learning models
- text classifiers
- unsupervised learning
- learning tasks
- multi label
- feature reduction
- information gain
- support vector machine
- unlabeled data
- transfer learning
- feature set
- multi class
- learning systems
- information retrieval
- spam filtering
- machine learning systems
- statistical machine learning
- neural network
- data mining
- support vector
- information theoretic