[−][src]Struct smartcore::svm::svr::SVRParameters

pub struct SVRParameters<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> {
    pub eps: T,
    pub c: T,
    pub tol: T,
    pub kernel: K,
    // some fields omitted
}

SVR Parameters

Fields

eps: T

Epsilon in the epsilon-SVR model.

c: T

Regularization parameter.

tol: T

Tolerance for stopping criterion.

kernel: K

The kernel function.

Implementations

`impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> SVRParameters<T, M, K>`[src]

`pub fn with_eps(self, eps: T) -> Self`[src]

Epsilon in the epsilon-SVR model.

`pub fn with_c(self, c: T) -> Self`[src]

Regularization parameter.

`pub fn with_tol(self, tol: T) -> Self`[src]

Tolerance for stopping criterion.

`pub fn with_kernel<KK: Kernel<T, M::RowVector>>( &self, kernel: KK ) -> SVRParameters<T, M, KK>`[src]

The kernel function.

Trait Implementations

`impl<T: Clone + RealNumber, M: Clone + Matrix<T>, K: Clone + Kernel<T, M::RowVector>> Clone for SVRParameters<T, M, K>`[src]

`pub fn clone(&self) -> SVRParameters<T, M, K>`[src]

`pub fn clone_from(&mut self, source: &Self)`1.0.0[src]

`impl<T: Debug + RealNumber, M: Debug + Matrix<T>, K: Debug + Kernel<T, M::RowVector>> Debug for SVRParameters<T, M, K>`[src]

`pub fn fmt(&self, f: &mut Formatter<'_>) -> Result`[src]

`impl<T: RealNumber, M: Matrix<T>> Default for SVRParameters<T, M, LinearKernel>`[src]

`pub fn default() -> Self`[src]

`impl<'de, T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> Deserialize<'de> for SVRParameters<T, M, K> where T: Deserialize<'de>, K: Deserialize<'de>,` [src]

`pub fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

`impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> Serialize for SVRParameters<T, M, K> where T: Serialize, K: Serialize,` [src]

`pub fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

`impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> SupervisedEstimator<M, <M as BaseMatrix<T>>::RowVector, SVRParameters<T, M, K>> for SVR<T, M, K>`[src]

`pub fn fit( x: &M, y: &M::RowVector, parameters: SVRParameters<T, M, K> ) -> Result<Self, Failed>`[src]

Auto Trait Implementations

`impl<T, M, K> RefUnwindSafe for SVRParameters<T, M, K> where K: RefUnwindSafe, M: RefUnwindSafe, T: RefUnwindSafe,` [src]

`impl<T, M, K> Send for SVRParameters<T, M, K> where K: Send, M: Send, T: Send,` [src]

`impl<T, M, K> Sync for SVRParameters<T, M, K> where K: Sync, M: Sync, T: Sync,` [src]

`impl<T, M, K> Unpin for SVRParameters<T, M, K> where K: Unpin, M: Unpin, T: Unpin,` [src]

`impl<T, M, K> UnwindSafe for SVRParameters<T, M, K> where K: UnwindSafe, M: UnwindSafe, T: UnwindSafe,` [src]

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`pub fn type_id(&self) -> TypeId`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`pub fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`pub fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> DeserializeOwned for T where T: for<'de> Deserialize<'de>,` [src]

`impl<T> From<T> for T`[src]

`pub fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`pub fn into(self) -> U`[src]

`impl<T> ToOwned for T where T: Clone,` [src]

`type Owned = T`

The resulting type after obtaining ownership.

`pub fn to_owned(&self) -> T`[src]

`pub fn clone_into(&self, target: &mut T)`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`pub fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

[−][src]Struct smartcore::svm::svr::SVRParameters

Fields

Implementations

impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> SVRParameters<T, M, K>[src]

pub fn with_eps(self, eps: T) -> Self[src]

pub fn with_c(self, c: T) -> Self[src]

pub fn with_tol(self, tol: T) -> Self[src]

pub fn with_kernel<KK: Kernel<T, M::RowVector>>( &self, kernel: KK) -> SVRParameters<T, M, KK>[src]

Trait Implementations

impl<T: Clone + RealNumber, M: Clone + Matrix<T>, K: Clone + Kernel<T, M::RowVector>> Clone for SVRParameters<T, M, K>[src]

pub fn clone(&self) -> SVRParameters<T, M, K>[src]

pub fn clone_from(&mut self, source: &Self)1.0.0[src]

impl<T: Debug + RealNumber, M: Debug + Matrix<T>, K: Debug + Kernel<T, M::RowVector>> Debug for SVRParameters<T, M, K>[src]

pub fn fmt(&self, f: &mut Formatter<'_>) -> Result[src]

impl<T: RealNumber, M: Matrix<T>> Default for SVRParameters<T, M, LinearKernel>[src]

pub fn default() -> Self[src]

impl<'de, T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> Deserialize<'de> for SVRParameters<T, M, K> where T: Deserialize<'de>, K: Deserialize<'de>, [src]

pub fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where __D: Deserializer<'de>, [src]

impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> Serialize for SVRParameters<T, M, K> where T: Serialize, K: Serialize, [src]

pub fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where __S: Serializer, [src]

impl<T: RealNumber, M: Matrix<T>, K: Kernel<T, M::RowVector>> SupervisedEstimator<M, <M as BaseMatrix<T>>::RowVector, SVRParameters<T, M, K>> for SVR<T, M, K>[src]

pub fn fit( x: &M, y: &M::RowVector, parameters: SVRParameters<T, M, K>) -> Result<Self, Failed>[src]

Auto Trait Implementations

impl<T, M, K> RefUnwindSafe for SVRParameters<T, M, K> where K: RefUnwindSafe, M: RefUnwindSafe, T: RefUnwindSafe, [src]

impl<T, M, K> Send for SVRParameters<T, M, K> where K: Send, M: Send, T: Send, [src]

impl<T, M, K> Sync for SVRParameters<T, M, K> where K: Sync, M: Sync, T: Sync, [src]

impl<T, M, K> Unpin for SVRParameters<T, M, K> where K: Unpin, M: Unpin, T: Unpin, [src]

impl<T, M, K> UnwindSafe for SVRParameters<T, M, K> where K: UnwindSafe, M: UnwindSafe, T: UnwindSafe, [src]

Blanket Implementations

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

pub fn type_id(&self) -> TypeId[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

pub fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

pub fn borrow_mut(&mut self) -> &mut T[src]

impl<T> DeserializeOwned for T where T: for<'de> Deserialize<'de>, [src]

impl<T> From<T> for T[src]

pub fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

pub fn into(self) -> U[src]

impl<T> ToOwned for T where T: Clone, [src]

type Owned = T

pub fn to_owned(&self) -> T[src]

pub fn clone_into(&self, target: &mut T)[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

type Error = <U as TryFrom<T>>::Error

pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

impl<V, T> VZip<V> for T where V: MultiLane<T>,

pub fn vzip(self) -> V