Struct linfa::composing::MultiClassModel[−][src]

pub struct MultiClassModel<R: Records, L> { /* fields omitted */ }

Merge models with binary to multi-class classification

Implementations

`impl<R: Records, L> MultiClassModel<R, L>`[src]

`pub fn new(models: Vec<(L, Box<dyn PredictRef<R, Array1<Pr>>>)>) -> Self`[src]

Trait Implementations

`impl<F: Float, D: Data<Elem = F>, L, P: PredictRef<ArrayBase<D, Ix2>, Array1<Pr>> + 'static> FromIterator<(L, P)> for MultiClassModel<ArrayBase<D, Ix2>, L>`[src]

`fn from_iter<I: IntoIterator<Item = (L, P)>>(iter: I) -> Self`[src]

`impl<L: Clone + Default, F: Float, D: Data<Elem = F>> PredictRef<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<L>, Dim<[usize; 1]>>> for MultiClassModel<ArrayBase<D, Ix2>, L>`[src]

`fn predict_ref(&self, arr: &ArrayBase<D, Ix2>) -> Array1<L>`[src]

Auto Trait Implementations

`impl<R, L> !RefUnwindSafe for MultiClassModel<R, L>`

`impl<R, L> !Send for MultiClassModel<R, L>`

`impl<R, L> !Sync for MultiClassModel<R, L>`

`impl<R, L> Unpin for MultiClassModel<R, L> where L: Unpin,`

`impl<R, L> !UnwindSafe for MultiClassModel<R, L>`

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<'a, F, D, T, O> Predict<&'a ArrayBase<D, Dim<[usize; 2]>>, T> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,` [src]

`pub fn predict(&Self, &'a ArrayBase<D, Dim<[usize; 2]>>) -> T`[src]

`impl<'a, F, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>,` [src]

`pub fn predict(&Self, &'a DatasetBase<R, T>) -> S`[src]

`impl<F, D, T, O> Predict<ArrayBase<D, Dim<[usize; 2]>>, DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,` [src]

`pub fn predict( &Self, ArrayBase<D, Dim<[usize; 2]>> ) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>`[src]

`impl<F, R, T, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>,` [src]

`pub fn predict(&Self, DatasetBase<R, T>) -> DatasetBase<R, S>`[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`

Struct linfa::composing::MultiClassModel⎘[−][src]

Implementations

impl<R: Records, L> MultiClassModel<R, L>[src]

pub fn new(models: Vec<(L, Box<dyn PredictRef<R, Array1<Pr>>>)>) -> Self[src]

Trait Implementations

impl<F: Float, D: Data<Elem = F>, L, P: PredictRef<ArrayBase<D, Ix2>, Array1<Pr>> + 'static> FromIterator<(L, P)> for MultiClassModel<ArrayBase<D, Ix2>, L>[src]

fn from_iter<I: IntoIterator<Item = (L, P)>>(iter: I) -> Self[src]

impl<L: Clone + Default, F: Float, D: Data<Elem = F>> PredictRef<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<L>, Dim<[usize; 1]>>> for MultiClassModel<ArrayBase<D, Ix2>, L>[src]

fn predict_ref(&self, arr: &ArrayBase<D, Ix2>) -> Array1<L>[src]

Auto Trait Implementations

impl<R, L> !RefUnwindSafe for MultiClassModel<R, L>

impl<R, L> !Send for MultiClassModel<R, L>

impl<R, L> !Sync for MultiClassModel<R, L>

impl<R, L> Unpin for MultiClassModel<R, L> where L: Unpin,

impl<R, L> !UnwindSafe for MultiClassModel<R, L>

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<'a, F, D, T, O> Predict<&'a ArrayBase<D, Dim<[usize; 2]>>, T> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>, [src]

pub fn predict(&Self, &'a ArrayBase<D, Dim<[usize; 2]>>) -> T[src]

impl<'a, F, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>, [src]

pub fn predict(&Self, &'a DatasetBase<R, T>) -> S[src]

impl<F, D, T, O> Predict<ArrayBase<D, Dim<[usize; 2]>>, DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>, [src]

pub fn predict( &Self, ArrayBase<D, Dim<[usize; 2]>>) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>[src]

impl<F, R, T, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>, [src]

pub fn predict(&Self, DatasetBase<R, T>) -> DatasetBase<R, S>[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

Struct linfa::composing::MultiClassModel[−][src]

`impl<R: Records, L> MultiClassModel<R, L>`[src]

`pub fn new(models: Vec<(L, Box<dyn PredictRef<R, Array1<Pr>>>)>) -> Self`[src]

`impl<F: Float, D: Data<Elem = F>, L, P: PredictRef<ArrayBase<D, Ix2>, Array1<Pr>> + 'static> FromIterator<(L, P)> for MultiClassModel<ArrayBase<D, Ix2>, L>`[src]

`fn from_iter<I: IntoIterator<Item = (L, P)>>(iter: I) -> Self`[src]

`impl<L: Clone + Default, F: Float, D: Data<Elem = F>> PredictRef<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<L>, Dim<[usize; 1]>>> for MultiClassModel<ArrayBase<D, Ix2>, L>`[src]

`fn predict_ref(&self, arr: &ArrayBase<D, Ix2>) -> Array1<L>`[src]

`impl<R, L> !RefUnwindSafe for MultiClassModel<R, L>`

`impl<R, L> !Send for MultiClassModel<R, L>`

`impl<R, L> !Sync for MultiClassModel<R, L>`

`impl<R, L> Unpin for MultiClassModel<R, L> where L: Unpin,`

`impl<R, L> !UnwindSafe for MultiClassModel<R, L>`

`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<'a, F, D, T, O> Predict<&'a ArrayBase<D, Dim<[usize; 2]>>, T> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,` [src]

`pub fn predict(&Self, &'a ArrayBase<D, Dim<[usize; 2]>>) -> T`[src]

`impl<'a, F, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>,` [src]

`pub fn predict(&Self, &'a DatasetBase<R, T>) -> S`[src]

`impl<F, D, T, O> Predict<ArrayBase<D, Dim<[usize; 2]>>, DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>> for O where F: Float, D: Data<Elem = F>, O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,` [src]

`pub fn predict( &Self, ArrayBase<D, Dim<[usize; 2]>> ) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>`[src]

`impl<F, R, T, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O where R: Records<Elem = F>, F: Float, O: PredictRef<R, S>,` [src]

`pub fn predict(&Self, DatasetBase<R, T>) -> DatasetBase<R, S>`[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`