Struct SVMClassifier 

pub struct SVMClassifier {
    pub kernel_type: SVMKernel,
    pub c_regularization: f64,
    pub n_support_vectors: usize,
}

Support Vector Machine classifier.

Fields

kernel_type: SVMKernel

c_regularization: f64

n_support_vectors: usize

Implementations

impl SVMClassifier

pub fn new(kernel: SVMKernel, c: f64) -> Self

pub fn linear(c: f64) -> Self

pub fn rbf(gamma: f64, c: f64) -> Self

pub fn kernel_value(&self, x: &[f64], xp: &[f64]) -> f64

pub fn sparsity_ratio(&self, n_training: usize) -> f64

Trait Implementations

impl Clone for SVMClassifier

fn clone(&self) -> SVMClassifier

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for SVMClassifier

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.