Fast Support Vector Machine Using Singular Value Decomposition.
Sabuj LaskarMuhammad Abdullah AdnanPublished in: Big Data (2022)
Keyphrases
- singular value decomposition
- support vector machine
- svm classifier
- singular values
- support vector
- latent semantic indexing
- low rank
- dimensionality reduction
- dimension reduction
- least squares
- support vector machine svm
- principal component analysis
- machine learning
- feature selection
- correlation matrix
- kernel function
- training set
- kernel methods
- feature space
- training data
- neural network
- low rank approximation
- knn
- latent semantic analysis
- null space