Struct OneClassSVM 

pub struct OneClassSVM {
    pub kernel: OCSVMKernel,
    pub nu: f32,
    pub gamma: f32,
    pub max_iter: usize,
    /* private fields */
}

One-Class SVM for novelty detection

Fields

kernel: OCSVMKernel

nu: f32

gamma: f32

max_iter: usize

Implementations

impl OneClassSVM

pub fn new() -> Self

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

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

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

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

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

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

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

Trait Implementations

impl Default for OneClassSVM

fn default() -> Self

Returns the “default value” for a type.