A Hybrid Feature Selection and Ensemble Stacked Learning Models on Multi-Variant CVD Datasets for Effective Classification.
Abhigya MahajanBaijnath KaushikMohammad Khalid Imam RahmaniAbdulbasid BangaPublished in: IEEE Access (2024)
Keyphrases
- feature selection
- learning models
- feature selection algorithms
- classification models
- machine learning
- accurate classifiers
- classification accuracy
- feature set
- feature ranking
- text classification
- machine learning algorithms
- learning algorithm
- wrapper feature selection
- feature space
- support vector
- feature subset
- text categorization
- ensemble classifier
- training data
- semi supervised learning
- training set
- feature extraction
- loss function
- high dimensionality
- neural network
- support vector machine
- conditional random fields
- learning tasks
- model selection
- machine learning models
- ensemble methods
- supervised learning
- high dimensional
- data mining