New ensemble learning algorithm based on classification certainty and semantic correlation.
Youwei WangLizhou FengPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- learning algorithm
- supervised learning
- machine learning
- classification algorithm
- machine learning algorithms
- training samples
- training data
- pattern recognition
- machine learning methods
- feature selection
- training set
- generalization ability
- final classification
- support vector machine svm
- feature extraction
- ensemble classifier
- classifier ensemble
- classification accuracy
- image classification
- semantic web
- classification systems
- accurate classifiers
- support vector
- class labels
- feature ranking
- concept drifting data streams
- classification models
- nearest neighbour algorithm
- text classification
- support vector machine
- learning process
- natural language
- cross validation
- base classifiers
- high level
- ensemble learning
- neural network
- feature vectors
- artificial neural networks
- ensemble classification
- feature space
- augmented naive bayes
- wrapper feature selection