[−][src]Struct linfa_svm::Svm

pub struct Svm<'a, A: Float, T> {
    pub alpha: Vec<A>,
    pub rho: A,
    // some fields omitted
}

The result of the SMO solver

Fields

alpha: Vec<A>rho: A

Implementations

`impl<'a, A: Float, T> Svm<'a, A, T>`[src]

`pub fn params() -> SvmParams<A, T>`[src]

`pub fn nsupport(&self) -> usize`[src]

Returns the number of support vectors

`pub fn with_phantom<S>(self) -> Svm<'a, A, S>`[src]

Trait Implementations

`impl<'a, A: Float, T> Display for Svm<'a, A, T>`[src]

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

`impl<'a, F: Float, T: Targets, D: Data<Elem = F>> Predict<&'a DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>, DatasetBase<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>>> for Svm<'a, F, Pr>`[src]

`pub fn predict( &self, data: &'a DatasetBase<ArrayBase<D, Ix2>, T> ) -> DatasetBase<ArrayView2<'a, F>, Array1<Pr>>`[src]

`impl<'a, F: Float, D: Data<Elem = F>> Predict<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>> for Svm<'a, F, Pr>`[src]

Predict a probability with a set of observations

`pub fn predict(&self, data: ArrayBase<D, Ix2>) -> Array1<Pr>`[src]

`impl<'a, D: Data<Elem = f64>> Predict<ArrayBase<D, Dim<[usize; 2]>>, Vec<f64, Global>> for Svm<'a, f64, f64>`[src]

Predict a probability with a set of observations

`pub fn predict(&self, data: ArrayBase<D, Ix2>) -> Vec<f64>`[src]

`impl<'a, F: Float> Predict<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, Pr> for Svm<'a, F, Pr>`[src]

Predict a probability with a feature vector

`pub fn predict(&self, data: Array1<F>) -> Pr`[src]

`impl<'a, F: Float, T: Targets> Predict<DatasetBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, T>, DatasetBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>>> for Svm<'a, F, Pr>`[src]

`pub fn predict( &self, data: DatasetBase<Array2<F>, T> ) -> DatasetBase<Array2<F>, Array1<Pr>>`[src]

Auto Trait Implementations

`impl<'a, A, T> RefUnwindSafe for Svm<'a, A, T> where A: RefUnwindSafe, T: RefUnwindSafe,` [src]

`impl<'a, A, T> Send for Svm<'a, A, T> where T: Send,` [src]

`impl<'a, A, T> Sync for Svm<'a, A, T> where T: Sync,` [src]

`impl<'a, A, T> Unpin for Svm<'a, A, T> where A: Unpin, T: Unpin,` [src]

`impl<'a, A, T> UnwindSafe for Svm<'a, A, T> where A: RefUnwindSafe + 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> 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> Same<T> for T`

`type Output = T`

Should always be Self

`impl<T> ToString for T where T: Display + ?Sized,` [src]

`pub default fn to_string(&self) -> String`[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.

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

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

`pub fn vzip(self) -> V`

[−][src]Struct linfa_svm::Svm

Fields

Implementations

impl<'a, A: Float, T> Svm<'a, A, T>[src]

pub fn params() -> SvmParams<A, T>[src]

pub fn nsupport(&self) -> usize[src]

pub fn with_phantom<S>(self) -> Svm<'a, A, S>[src]

Trait Implementations

impl<'a, A: Float, T> Display for Svm<'a, A, T>[src]

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

impl<'a, F: Float, T: Targets, D: Data<Elem = F>> Predict<&'a DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>, DatasetBase<ArrayBase<ViewRepr<&'a F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>>> for Svm<'a, F, Pr>[src]

pub fn predict( &self, data: &'a DatasetBase<ArrayBase<D, Ix2>, T>) -> DatasetBase<ArrayView2<'a, F>, Array1<Pr>>[src]

impl<'a, F: Float, D: Data<Elem = F>> Predict<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>> for Svm<'a, F, Pr>[src]

pub fn predict(&self, data: ArrayBase<D, Ix2>) -> Array1<Pr>[src]

impl<'a, D: Data<Elem = f64>> Predict<ArrayBase<D, Dim<[usize; 2]>>, Vec<f64, Global>> for Svm<'a, f64, f64>[src]

pub fn predict(&self, data: ArrayBase<D, Ix2>) -> Vec<f64>[src]

impl<'a, F: Float> Predict<ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>, Pr> for Svm<'a, F, Pr>[src]

pub fn predict(&self, data: Array1<F>) -> Pr[src]

impl<'a, F: Float, T: Targets> Predict<DatasetBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, T>, DatasetBase<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<Pr>, Dim<[usize; 1]>>>> for Svm<'a, F, Pr>[src]

pub fn predict( &self, data: DatasetBase<Array2<F>, T>) -> DatasetBase<Array2<F>, Array1<Pr>>[src]

Auto Trait Implementations

impl<'a, A, T> RefUnwindSafe for Svm<'a, A, T> where A: RefUnwindSafe, T: RefUnwindSafe, [src]

impl<'a, A, T> Send for Svm<'a, A, T> where T: Send, [src]

impl<'a, A, T> Sync for Svm<'a, A, T> where T: Sync, [src]

impl<'a, A, T> Unpin for Svm<'a, A, T> where A: Unpin, T: Unpin, [src]

impl<'a, A, T> UnwindSafe for Svm<'a, A, T> where A: RefUnwindSafe + 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> 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> Same<T> for T

type Output = T

impl<T> ToString for T where T: Display + ?Sized, [src]

pub default fn to_string(&self) -> String[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