Struct SVC 

pub struct SVC {
    pub c: f32,
    pub kernel: Kernel,
    pub gamma: f32,
    pub degree: i32,
    pub coef0: f32,
    pub tol: f32,
    pub max_iter: usize,
    /* private fields */
}

Support Vector Classifier using SMO (Sequential Minimal Optimization)

Fields

c: f32

kernel: Kernel

gamma: f32

degree: i32

coef0: f32

tol: f32

max_iter: usize

Implementations

impl SVC

pub fn new() -> Self

pub fn c(self, c: f32) -> Self

pub fn kernel(self, kernel: Kernel) -> Self

pub fn gamma(self, gamma: f32) -> Self

pub fn max_iter(self, n: usize) -> Self

pub fn fit(&mut self, x: &Tensor, y: &Tensor)

pub fn predict(&self, x: &Tensor) -> Tensor

pub fn decision_function(&self, x: &Tensor) -> Tensor

pub fn score(&self, x: &Tensor, y: &Tensor) -> f32

Trait Implementations

impl Default for SVC

fn default() -> Self

Returns the “default value” for a type.