Struct FittedSVR

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pub struct FittedSVR<F, K> { /* private fields */ }

Expand description

Fitted Support Vector Regressor.

Stores the support vectors, dual coefficients, and bias.

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impl<F: Float, K: Kernel<F>> FittedSVR<F, K>

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pub fn decision_function(&self, x: &Array2<F>) -> Result<Array1<F>, FerroError>

Compute the raw decision function values for each sample.

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Returns Ok always (provided for API symmetry).

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impl<F: Clone, K: Clone> Clone for FittedSVR<F, K>

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fn clone(&self) -> FittedSVR<F, K>

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl<F: Debug, K: Debug> Debug for FittedSVR<F, K>

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

Formats the value using the given formatter. Read more

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impl<F: Float + Send + Sync + ScalarOperand + 'static, K: Kernel<F> + 'static> Predict<ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>> for FittedSVR<F, K>

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fn predict(&self, x: &Array2<F>) -> Result<Array1<F>, FerroError>

Predict target values for the given feature matrix.

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Returns Ok always for valid input.

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type Output = ArrayBase<OwnedRepr<F>, Dim<[usize; 1]>>

The prediction output type (e.g., ndarray::Array1<F> or ndarray::Array1<usize>).

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type Error = FerroError

The error type returned by predict.

Auto Trait Implementations§

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impl<F, K> Freeze for FittedSVR<F, K>
where K: Freeze, F: Freeze,

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impl<F, K> RefUnwindSafe for FittedSVR<F, K>
where K: RefUnwindSafe, F: RefUnwindSafe,

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impl<F, K> UnsafeUnpin for FittedSVR<F, K>
where K: UnsafeUnpin, F: UnsafeUnpin,

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impl<F, K> UnwindSafe for FittedSVR<F, K>
where K: UnwindSafe, F: UnwindSafe,

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> DistributionExt for T
where T: ?Sized,

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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
where Self: Distribution<T>,

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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