Research on Classification Effect of PSO Optimized SVM.
Pengyu ZhouLei LiuYeguo SunXing ZhaoYihong LiuPublished in: AHPCAI (2022)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification method
- svm classifier
- classification algorithm
- feature selection
- svm classification
- training set
- feature vectors
- generalization ability
- unbalanced data
- classification accuracy
- feature space
- pattern recognition
- multi class
- pattern classification
- feature extraction
- knn
- multi class classification
- improves the classification accuracy
- high classification accuracy
- decision boundary
- support vector machine classifiers
- machine learning
- kernel function
- class labels
- image classification
- multiclass support vector machines
- partially supervised
- decision trees
- supervised learning
- structured output
- particle swarm optimization
- binary classification
- k nearest neighbor
- bp neural network
- particle swarm optimization pso
- support vectors
- text classification
- multiclass classification
- hyperplane
- cost sensitive
- training samples
- multi class svm
- learning algorithm
- neural network
- fuzzy support vector machine
- naive bayes