Struct MulticlassGaussianProcessClassifier

Source

pub struct MulticlassGaussianProcessClassifier {
    pub kernel: GpKernel,
    pub max_iter: usize,
    pub tol: f64,
}

Expand description

Multi-class Gaussian Process Classifier built as a one-vs-rest stack of binary GaussianProcessClassifier instances. Mirrors sklearn’s GaussianProcessClassifier(multi_class='one_vs_rest') for the case of arbitrary discrete class labels.

Fields§

§kernel: GpKernel§max_iter: usize§tol: f64

Implementations§

Source §

pub fn with_tol(self, t: f64) -> Self

Trait Implementations§

Source §

impl Fit<f64> for MulticlassGaussianProcessClassifier

Source §

type Fitted = FittedMulticlassGaussianProcessClassifier

Source §

fn fit(&self, x: &Array2<f64>, y: &Array1<f64>) -> Result<Self::Fitted>

Auto Trait Implementations§

§

impl Freeze for MulticlassGaussianProcessClassifier

§

impl RefUnwindSafe for MulticlassGaussianProcessClassifier

§

impl Send for MulticlassGaussianProcessClassifier

§

impl Sync for MulticlassGaussianProcessClassifier

§

impl Unpin for MulticlassGaussianProcessClassifier

§

impl UnsafeUnpin for MulticlassGaussianProcessClassifier

§

impl UnwindSafe for MulticlassGaussianProcessClassifier

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> ByRef<T> for T

Source §

fn by_ref(&self) -> &T

Source §

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

Source §

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

Source §

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

Source §

fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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 §