PCA-MLP SVM distinction of salivary Raman spectra of dengue fever infection.
Afaf Rozan Mohd RadzolKhuan Y. LeeWahidah MansorPeng Shyan WongIrene LooiPublished in: EMBC (2017)
Keyphrases
- raman spectra
- dengue fever
- multilayer perceptron
- principal component analysis
- probabilistic neural networks
- support vector machine svm
- dimension reduction methods
- neural classifier
- svm classifier
- support vector
- multi layer perceptron
- principal components analysis
- support vector machine
- neural network
- radial basis function
- feature space
- feature extraction
- feature selection
- knn
- dimensionality reduction
- rbf network
- highest accuracy
- generalization ability
- kernel pca
- feature vectors
- k nearest neighbor
- high dimensional
- principal components
- neural network model
- back propagation
- face recognition
- artificial neural networks
- kernel function
- face images
- machine learning
- training set
- pattern recognition
- unsupervised learning