Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers.
Lama B. NiyaziAbla KammounHayssam DahroujMohamed-Slim AlouiniTareq Y. Al-NaffouriPublished in: CoRR (2021)
Keyphrases
- linear classifiers
- asymptotic analysis
- weight vector
- hyperplane
- fluid model
- principal components
- multi class
- data points
- learning rate
- training samples
- support vector
- support vector machine
- linear combination
- feature space
- kernel function
- svm classifier
- input space
- convex hull
- objective function
- learning tasks
- loss function
- similarity measure
- stochastic model
- arrival rate
- high dimensional