Parallelized FPA-SVM: Parallelized parameter selection and classification using Flower Pollination Algorithm and Support Vector Machine.
Jean-Charles CoetsierRachsuda JiamthapthaksinPublished in: JCSSE (2017)
Keyphrases
- support vector machine
- support vector machine svm
- parameter selection
- classification algorithm
- soft margin
- classification method
- support vector
- svm classifier
- learning algorithm
- svm classification
- feature vectors
- multi class classification
- sequential minimal optimization
- standard svm
- decision trees
- high classification accuracy
- multi class
- expectation maximization
- machine learning
- radial basis function
- improved algorithm
- decision function
- k nearest neighbor
- image classification
- knn
- k means
- training set
- pattern recognition
- feature selection
- incremental learning
- ls svm
- support vectors
- active learning
- artificial neural networks
- feature space
- neural network
- adaptive regularization