pub enum PlsError {
NotEnoughSamplesError(usize),
BadComponentNumberError {
upperbound: usize,
actual: usize,
},
InvalidTolerance(f32),
ZeroMaxIter,
PowerMethodNotConvergedError(usize),
PowerMethodConstantResidualError(),
LinalgError(LinalgError),
LinfaError(Error),
MinMaxError(MinMaxError),
}Variants§
NotEnoughSamplesError(usize)
BadComponentNumberError
InvalidTolerance(f32)
ZeroMaxIter
PowerMethodNotConvergedError(usize)
PowerMethodConstantResidualError()
LinalgError(LinalgError)
LinfaError(Error)
MinMaxError(MinMaxError)
Trait Implementations§
Source§impl Error for PlsError
impl Error for PlsError
Source§fn source(&self) -> Option<&(dyn Error + 'static)>
fn source(&self) -> Option<&(dyn Error + 'static)>
Returns the lower-level source of this error, if any. Read more
1.0.0 · Source§fn description(&self) -> &str
fn description(&self) -> &str
👎Deprecated since 1.42.0: use the Display impl or to_string()
Source§impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsCanonicalValidParams<F>
impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsCanonicalValidParams<F>
Source§impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsCcaValidParams<F>
impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsCcaValidParams<F>
Source§impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsRegressionValidParams<F>
impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsRegressionValidParams<F>
Source§impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsSvdParams
impl<F: Float, D: Data<Elem = F>> Fit<ArrayBase<D, Dim<[usize; 2]>>, ArrayBase<D, Dim<[usize; 2]>>, PlsError> for PlsSvdParams
Auto Trait Implementations§
impl Freeze for PlsError
impl RefUnwindSafe for PlsError
impl Send for PlsError
impl Sync for PlsError
impl Unpin for PlsError
impl UnsafeUnpin for PlsError
impl UnwindSafe for PlsError
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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§impl<T> Pointable for T
impl<T> Pointable for T
§impl<B> Stagewise for B
impl<B> Stagewise for B
§fn chain_shrunk<C, F>(
self,
corrector: Shrunk<C, F>,
) -> ResidualChainParams<B, C, F>where
F: Float,
fn chain_shrunk<C, F>(
self,
corrector: Shrunk<C, F>,
) -> ResidualChainParams<B, C, F>where
F: Float,
Compose
self (as the base model) with a [Shrunk]-wrapped corrector,
which will be trained on the residuals left by self. Further stages can
be appended by calling .chain(...) or .chain_shrunk(...) on the
returned [ResidualChainParams]. Read more§fn chain<C, F, E>(self, corrector: C) -> ResidualChainParams<B, C, F>
fn chain<C, F, E>(self, corrector: C) -> ResidualChainParams<B, C, F>
Compose
self (as the base model) with corrector, which will be
trained on the residuals left by self. The corrector is used without
shrinkage (equivalent to shrink_by(1.0)). Further stages can be
appended by calling .chain(...) or .chain_shrunk(...) on the
returned [ResidualChainParams]. Read more§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read more§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).§unsafe fn to_subset_unchecked(&self) -> SS
unsafe fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.