Enum linfa::composing::platt_scaling::PlattError
source · pub enum PlattError {
LineSearchNotConverged,
MaxIterReached,
MaxIterZero,
MinStepNegative(f32),
SigmaNegative(f32),
LinfaError(Error),
}
Expand description
Platt Newton’s method errors
Errors occur when setting invalid parameters or the optimization process fails.
Variants§
LineSearchNotConverged
MaxIterReached
MaxIterZero
MinStepNegative(f32)
SigmaNegative(f32)
LinfaError(Error)
Trait Implementations§
source§impl Clone for PlattError
impl Clone for PlattError
source§fn clone(&self) -> PlattError
fn clone(&self) -> PlattError
Returns a copy of the value. Read more
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moresource§impl Debug for PlattError
impl Debug for PlattError
source§impl Display for PlattError
impl Display for PlattError
source§impl Error for PlattError
impl Error for PlattError
source§fn source(&self) -> Option<&(dyn Error + 'static)>
fn source(&self) -> Option<&(dyn Error + 'static)>
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<'a, F: Float, O> FitWith<'a, ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<bool>, Dim<[usize; 1]>>, PlattError> for PlattValidParams<F, O>
impl<'a, F: Float, O> FitWith<'a, ArrayBase<OwnedRepr<F>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<bool>, Dim<[usize; 1]>>, PlattError> for PlattValidParams<F, O>
source§fn fit_with(
&self,
obj: O,
ds: &DatasetBase<Array2<F>, Array1<bool>>
) -> Result<Self::ObjectOut, PlattError>
fn fit_with( &self, obj: O, ds: &DatasetBase<Array2<F>, Array1<bool>> ) -> Result<Self::ObjectOut, PlattError>
Calibrate another model with Platt scaling
This function takes another model and binary decision dataset and calibrates it to produce probability values. The returned model therefore implements the prediction trait for probability targets.
type ObjectIn = O
type ObjectOut = Platt<F, O>
Auto Trait Implementations§
impl RefUnwindSafe for PlattError
impl Send for PlattError
impl Sync for PlattError
impl Unpin for PlattError
impl UnwindSafe for PlattError
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
§impl<T> Pointable for T
impl<T> Pointable for T
§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.