Struct HuberRegressor 

pub struct HuberRegressor {
    pub epsilon: f32,
    pub max_iter: usize,
    pub alpha: f32,
    pub fit_intercept: bool,
    pub tol: f32,
    /* private fields */
}

Huber Regressor - robust to outliers

Fields

epsilon: f32

max_iter: usize

alpha: f32

fit_intercept: bool

tol: f32

Implementations

impl HuberRegressor

pub fn new() -> Self

pub fn epsilon(self, eps: f32) -> Self

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

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

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

Trait Implementations

impl Default for HuberRegressor

fn default() -> Self

Returns the “default value” for a type.