Research on Parallel SVM Algorithm Based on Cascade SVM.
Yi Cheng LiuXiaoyan LiuPublished in: CoRR (2022)
Keyphrases
- support vector machine svm
- support vector
- classification algorithm
- parallel implementation
- maximum variance
- decision function
- multi class classification
- improved algorithm
- kernel function
- support vector machine
- expectation maximization
- learning algorithm
- optimal parameters
- classification method
- detection algorithm
- optimization algorithm
- multi class
- machine learning
- computational complexity
- particle swarm optimization
- search space
- support vectors
- feature vectors
- cost function
- svm classifier
- detection method
- computational cost
- feature selection
- worst case
- decision forest
- svm classification
- image segmentation
- svm solvers
- training algorithm
- training process
- hyperplane
- convergence rate
- k means
- np hard
- probabilistic model
- knn
- k nearest neighbor