Classification of P300 event-related potentials using wavelet transform, MLP, and soft margin SVM.
Handayani TjandrasaSupeno DjanaliPublished in: ICACI (2018)
Keyphrases
- soft margin
- support vector
- support vector machine
- generalization ability
- support vector machine svm
- wavelet transform
- svm classifier
- parameter selection
- feature vectors
- classification algorithm
- support vectors
- class conditional
- svm classification
- feature selection
- pattern recognition
- machine learning
- k nearest neighbor
- feature extraction
- multiresolution
- class labels
- knn
- large margin classifiers
- radial basis function
- text classification
- decision trees
- training set
- event related potentials
- neural network
- linearly separable
- generalization error
- artificial neural networks
- pattern classification
- classification accuracy
- multi class
- image classification
- bp neural network
- feature space
- naive bayes classifier
- multiscale
- training data
- machine learning methods
- learning algorithm