Improved Binary Meerkat Optimization Algorithm for efficient feature selection of supervised learning classification.
Reda M. HussienAmr A. AbohanyAmr A. Abd El-MageedKhalid M. HosnyPublished in: Knowl. Based Syst. (2024)
Keyphrases
- optimization algorithm
- supervised learning
- feature selection
- multi objective
- unsupervised learning
- classification accuracy
- supervised and unsupervised learning
- accurate classification
- support vector
- differential evolution
- optimization method
- training set
- machine learning
- class labels
- text classification
- evolutionary multi objective
- supervised machine learning
- feature extraction
- feature space
- active learning
- instance selection
- reinforcement learning
- feature set
- artificial bee colony
- feature vectors
- classification models
- particle swarm optimization pso
- irrelevant features
- hybrid optimization algorithm
- optimization strategy
- evolutionary algorithm
- feature selection algorithms
- training data
- semi supervised
- support vector machine
- high dimensionality
- decision trees
- binary classifiers
- discriminative features
- feature subset selection
- svm classifier
- learning algorithm
- semi supervised learning
- labeled data
- data sets
- multiple instance learning
- classification method
- honey bee