Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers.
Seema Singh SaharanPankaj NagarKate Townsend CreasyEveline O. StockJames FengMary J. MalloyJohn P. KanePublished in: CSCI (2021)
Keyphrases
- support vector machine
- principal component analysis
- svm classifier
- principal components analysis
- multi class
- dimension reduction methods
- implementation details
- dimension reduction
- covariance matrix
- pattern recognition
- training data
- feature space
- support vector
- feature extraction
- principal components
- artificial neural networks
- training set
- dimensionality reduction
- linear discriminant analysis
- face recognition
- genetic algorithm
- neural network