Struct linfa_linear::FittedLinearRegression [−][src]
A fitted linear regression model which can be used for making predictions.
Implementations
impl<F: Float> FittedLinearRegression<F>[src]
View the fitted parameters and make predictions with a fitted linear regresssion model.
pub fn params(&self) -> &Array1<F>[src]
Get the fitted parameters
pub fn intercept(&self) -> F[src]
Get the fitted intercept, 0. if no intercept was fitted
Trait Implementations
impl<'de, A> Deserialize<'de> for FittedLinearRegression<A> where
A: Deserialize<'de>, [src]
A: Deserialize<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>, [src]
__D: Deserializer<'de>,
impl<F: Float, D: Data<Elem = F>> PredictRef<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>> for FittedLinearRegression<F>[src]
fn predict_ref<'a>(&'a self, x: &ArrayBase<D, Ix2>) -> Array1<F>[src]
Given an input matrix X, with shape (n_samples, n_features),
predict returns the target variable according to linear model
learned from the training data distribution.
impl<A> Serialize for FittedLinearRegression<A> where
A: Serialize, [src]
A: Serialize,
Auto Trait Implementations
impl<A> RefUnwindSafe for FittedLinearRegression<A> where
A: RefUnwindSafe,
A: RefUnwindSafe,
impl<A> Send for FittedLinearRegression<A> where
A: Send,
A: Send,
impl<A> Sync for FittedLinearRegression<A> where
A: Sync,
A: Sync,
impl<A> Unpin for FittedLinearRegression<A> where
A: Unpin,
A: Unpin,
impl<A> UnwindSafe for FittedLinearRegression<A> where
A: RefUnwindSafe + UnwindSafe,
A: RefUnwindSafe + UnwindSafe,
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized, [src]
T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized, [src]
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized, [src]
T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T[src]
impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>, [src]
T: for<'de> Deserialize<'de>,
impl<T> From<T> for T[src]
impl<T, U> Into<U> for T where
U: From<T>, [src]
U: From<T>,
impl<'a, F, D, T, O> Predict<&'a ArrayBase<D, Dim<[usize; 2]>>, T> for O where
D: Data<Elem = F>,
F: Float,
O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>, [src]
D: Data<Elem = F>,
F: Float,
O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,
impl<'a, F, R, T, S, O> Predict<&'a DatasetBase<R, T>, S> for O where
F: Float,
R: Records<Elem = F>,
O: PredictRef<R, S>, [src]
F: Float,
R: Records<Elem = F>,
O: PredictRef<R, S>,
pub fn predict(&self, ds: &'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
D: Data<Elem = F>,
F: Float,
O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>, [src]
D: Data<Elem = F>,
F: Float,
O: PredictRef<ArrayBase<D, Dim<[usize; 2]>>, T>,
pub fn predict(
&self,
records: ArrayBase<D, Dim<[usize; 2]>>
) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>[src]
&self,
records: ArrayBase<D, Dim<[usize; 2]>>
) -> DatasetBase<ArrayBase<D, Dim<[usize; 2]>>, T>
impl<F, R, T, S, O> Predict<DatasetBase<R, T>, DatasetBase<R, S>> for O where
F: Float,
R: Records<Elem = F>,
O: PredictRef<R, S>, [src]
F: Float,
R: Records<Elem = F>,
O: PredictRef<R, S>,
pub fn predict(&self, ds: DatasetBase<R, T>) -> DatasetBase<R, S>[src]
impl<T> SendSyncUnwindSafe for T where
T: Send + Sync + UnwindSafe + ?Sized,
T: Send + Sync + UnwindSafe + ?Sized,
impl<T, U> TryFrom<U> for T where
U: Into<T>, [src]
U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
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]
U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion 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>,
V: MultiLane<T>,