Gaussian ERP Kernel Classifier for Pulse Waveforms Classification.
Dongyu ZhangWangmeng ZuoDavid ZhangYanlai LiNaimin LiPublished in: ICPR (2010)
Keyphrases
- support vector
- feature space
- classification method
- classification scheme
- classification process
- decision trees
- classification algorithm
- class labels
- support vector machine
- rbf kernel
- classification accuracy
- classification models
- svm classification
- classification rate
- histogram intersection kernel
- svm classifier
- bayesian classifier
- training samples
- multiple kernel learning
- kernel function
- feature selection
- decision boundary
- feature set
- individual classifiers
- classifier combination
- final classification
- multiple classifiers
- learning vector quantization
- class conditional
- higher classification accuracy
- polynomial kernels
- neyman pearson
- radial basis function kernel
- machine learning
- fold cross validation
- nearest neighbor classifier
- probabilistic classifiers
- multiclass classification
- text classification
- binary classifiers
- kernel methods
- training set
- feature vectors
- extracted features
- pattern classification
- kernel learning
- support vector machine svm
- image classification
- kernel classifiers
- multiple classifier systems
- gaussian kernel
- ensemble classifier
- feature subset
- active learning
- gaussian kernels
- radial basis function
- learning algorithm
- knn
- training data
- supervised learning
- k nearest neighbour
- mercer kernel
- model selection