Struct ElasticNet

Source

pub struct ElasticNet {
    pub coef_: Option<Vec<f32>>,
    pub intercept_: Option<f32>,
    pub alpha: f32,
    pub l1_ratio: f32,
    pub fit_intercept: bool,
    pub max_iter: usize,
    pub tol: f32,
}

Expand description

Elastic Net (L1 + L2 regularization) using Coordinate Descent

Fields§

§coef_: Option<Vec<f32>>§intercept_: Option<f32>§alpha: f32§l1_ratio: f32§fit_intercept: bool§max_iter: usize§tol: f32

Implementations§

Source §

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

Auto Trait Implementations§

§

impl Freeze for ElasticNet

§

impl RefUnwindSafe for ElasticNet

§

impl Send for ElasticNet

§

impl Sync for ElasticNet

§

impl Unpin for ElasticNet

§

impl UnwindSafe for ElasticNet

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §