SVM and ANN based Classification of EMG signals by using PCA and LDA.
Hritam BasakAlik RoyJeet Bandhu LahiriSayantan BoseSoumyadeep PatraPublished in: CoRR (2021)
Keyphrases
- support vector machine svm
- linear discriminant analysis
- feature extraction
- support vector
- svm classifier
- principal component analysis
- feature space
- principle component analysis
- support vector machine
- dimension reduction
- pca lda
- face recognition
- classification algorithm
- feature vectors
- dimensionality reduction
- classification method
- feature selection
- dimension reduction methods
- discriminant analysis
- generalization ability
- svm classification
- classification accuracy
- principal components analysis
- pattern recognition
- kernel principal component analysis
- artificial neural networks
- machine learning
- feature reduction
- subspace analysis
- linear discriminate analysis
- subspace methods
- training data
- pattern classification
- topic models
- training samples
- multi class
- knn
- computer vision
- neural network
- principal components
- latent dirichlet allocation
- kernel pca
- majority voting
- face images
- learning algorithm