FPGA implementation of breast cancer detection using SVM linear classifier.
H. S. LaxmisagarM. C. HanumantharajuPublished in: Multim. Tools Appl. (2023)
Keyphrases
- linear classifiers
- fpga implementation
- breast cancer detection
- linear classification
- svm classifier
- hyperplane
- multi class
- hardware implementation
- support vector machine svm
- support vector
- support vector machine
- breast cancer
- linearly separable
- x ray
- early stage
- field programmable gate array
- feature space
- hyperparameters
- kernel function
- feature selection
- knn
- training set
- pattern recognition
- generalization error
- data points
- input space
- transfer function
- principal components
- kernel methods
- image classification
- training data
- closed form
- text classification
- maximum likelihood