Skip to main content

UnifiedFitResultParts

gam_models::model_types

Struct UnifiedFitResultParts 

Source 
pub struct UnifiedFitResultParts {
Show 28 fields
    pub blocks: Vec<FittedBlock>,
    pub training_sample_size: usize,
    pub log_lambdas: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>,
    pub lambdas: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>,
    pub likelihood_family: Option<LikelihoodSpec>,
    pub likelihood_scale: LikelihoodScaleMetadata,
    pub log_likelihood_normalization: LogLikelihoodNormalization,
    pub log_likelihood: f64,
    pub deviance: f64,
    pub reml_score: Option<f64>,
    pub stable_penalty_term: f64,
    pub penalized_objective: Option<f64>,
    pub used_device: bool,
    pub outer_iterations: usize,
    pub outer_converged: bool,
    pub outer_gradient_norm: Option<f64>,
    pub standard_deviation: f64,
    pub covariance_conditional: Option<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>>,
    pub covariance_corrected: Option<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>>,
    pub inference: Option<FitInference>,
    pub fitted_link: FittedLinkState,
    pub geometry: Option<FitGeometry>,
    pub block_states: Vec<ParameterBlockState>,
    pub pirls_status: PirlsStatus,
    pub max_abs_eta: f64,
    pub constraint_kkt: Option<ConstraintKktDiagnostics>,
    pub artifacts: FitArtifacts,
    pub inner_cycles: usize,

}

Fields§

§blocks: Vec<FittedBlock>§training_sample_size: usize

Number of original training rows / experimental units. This is row count, not positive-weight count and not row count multiplied by the number of response coordinates.

§log_lambdas: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>§lambdas: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>§likelihood_family: Option<LikelihoodSpec>§likelihood_scale: LikelihoodScaleMetadata§log_likelihood_normalization: LogLikelihoodNormalization§log_likelihood: f64§deviance: f64§reml_score: Option<f64>

The fit’s REML/LAML criterion, or None when no finite criterion exists at this fit (the exact-fit Gaussian boundary). See UnifiedFitResult::reml_score.

§stable_penalty_term: f64§penalized_objective: Option<f64>

Absent exactly when Self::reml_score is absent; the constructor rejects any other pairing.

§used_device: bool§outer_iterations: usize§outer_converged: bool§outer_gradient_norm: Option<f64>§standard_deviation: f64§covariance_conditional: Option<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>>§covariance_corrected: Option<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>>§inference: Option<FitInference>§fitted_link: FittedLinkState§geometry: Option<FitGeometry>§block_states: Vec<ParameterBlockState>§pirls_status: PirlsStatus§max_abs_eta: f64§constraint_kkt: Option<ConstraintKktDiagnostics>§artifacts: FitArtifacts§inner_cycles: usize

Trait Implementations§

Source§

impl Clone for UnifiedFitResultParts

Source§

fn clone(&self) -> UnifiedFitResultParts

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

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

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

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

Source§

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

Mutably borrows from an owned value. Read more
Source§

impl<T> ByRef<T> for T

Source§

fn by_ref(&self) -> &T

Source§

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

Source§

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

Source§

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

Source§

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
Source§

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

Source§

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

Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Imply<T> for U
where T: ?Sized, U: ?Sized,

Source§

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

Source§

fn into(self) -> U

Calls U::from(self).

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

Source§

impl<T> IntoEither for T

Source§

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
Source§

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
Source§

impl<T> Pointable for T

Source§

const ALIGN: usize

The alignment of pointer.
Source§

type Init = T

The type for initializers.
Source§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
Source§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
Source§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
Source§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

Source§

impl<T> Same for T

Source§

type Output = T

Should always be Self
Source§

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

Source§

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
Source§

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
Source§

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
Source§

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
Source§

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

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

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

Source§

type Error = !

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V