Particle Swarm Optimization Based Support Vector Machine (P-SVM) for the Segmentation and Classification of Plants.
Vippon Preet KourSakshi AroraPublished in: IEEE Access (2019)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- particle swarm optimization
- svm classification
- decision boundary
- feature selection
- classification algorithm
- feature vectors
- multi class
- classification method
- sequential minimal optimization
- feature space
- high classification accuracy
- generalization ability
- segmentation algorithm
- training set
- support vector machine classifiers
- small sample
- machine learning
- improves the classification accuracy
- kernel function
- k nearest neighbor
- structured output
- knn
- support vectors
- statistical learning theory
- linear support vector machines
- multi class svm
- fold cross validation
- radial basis function
- hyperplane
- classification accuracy
- medical images
- particle swarm optimization pso
- kernel methods
- level set
- pso algorithm
- image segmentation
- neural network
- binary classification
- unbalanced data
- decision forest
- string kernels
- segmentation method
- maximum margin
- global optimization
- discriminative classifiers
- text classification
- svm training
- text classifiers
- evolutionary algorithm
- training data
- ls svm
- partially supervised
- dimension reduction methods