Struct linfa_svm::SvmParams

pub struct SvmParams<F: Float, T> { /* fields omitted */ }

Implementations

impl<F: Float, T> SvmParams<F, T>

pub fn eps(self, new_eps: F) -> Self

pub fn shrinking(self, shrinking: bool) -> Self

impl<F: Float> SvmParams<F, Pr>

pub fn pos_neg_weights(self, c_pos: F, c_neg: F) -> Self

pub fn nu_weight(self, nu: F) -> Self

impl<F: Float> SvmParams<F, F>

pub fn c_eps(self, c: F, eps: F) -> Self

pub fn nu_eps(self, nu: F, eps: F) -> Self

Trait Implementations

impl<'a, F: Float, '_> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, &'_ [bool]> for SvmParams<F, Pr>

type Object = Svm<'a, F, Pr>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, &[bool]>
) -> Self::Object

impl<'a, F: Float, '_> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, &'_ ()> for SvmParams<F, Pr>

type Object = Svm<'a, F, Pr>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, &()>
) -> Self::Object

impl<'a, F: Float, '_> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, &'_ Vec<F, Global>> for SvmParams<F, F>

type Object = Svm<'a, F, F>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, &Vec<F>>
) -> Self::Object

impl<'a, F: Float, '_> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, &'_ Vec<bool, Global>> for SvmParams<F, Pr>

type Object = Svm<'a, F, Pr>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, &Vec<bool>>
) -> Self::Object

impl<'a, F: Float> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, Vec<F, Global>> for SvmParams<F, F>

type Object = Svm<'a, F, F>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, Vec<F>>
) -> Self::Object

impl<'a, F: Float> Fit<'a, Kernel<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>>, Vec<bool, Global>> for SvmParams<F, Pr>

type Object = Svm<'a, F, Pr>

pub fn fit(
    &self,
    dataset: &'a Dataset<LinfaKernel<ArrayView2<'a, F>>, Vec<bool>>
) -> Self::Object