Trait smartcore::svm::Kernel

pub trait Kernel<T: RealNumber, V: BaseVector<T>> {
    pub fn apply(&self, x_i: &V, x_j: &V) -> T;
}

Defines a kernel function

Required methods

pub fn apply(&self, x_i: &V, x_j: &V) -> T

Apply kernel function to x_i and x_j

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Implementors

impl<T: RealNumber, V: BaseVector<T>> Kernel<T, V> for LinearKernel

pub fn apply(&self, x_i: &V, x_j: &V) -> T

impl<T: RealNumber, V: BaseVector<T>> Kernel<T, V> for PolynomialKernel<T>

pub fn apply(&self, x_i: &V, x_j: &V) -> T

impl<T: RealNumber, V: BaseVector<T>> Kernel<T, V> for RBFKernel<T>

pub fn apply(&self, x_i: &V, x_j: &V) -> T

impl<T: RealNumber, V: BaseVector<T>> Kernel<T, V> for SigmoidKernel<T>

pub fn apply(&self, x_i: &V, x_j: &V) -> T

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