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QualityDiagnostics

gam_test_support::reference

Struct QualityDiagnostics 

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pub struct QualityDiagnostics {
    pub label: String,
    pub rmse_vs_truth: Option<f64>,
    pub rmse_vs_reference: Option<f64>,
    pub reference_rmse_vs_truth: Option<f64>,
    pub edf_total: Option<f64>,
    pub rho: Vec<f64>,
    pub lambda: Vec<f64>,
    pub design: Option<DesignDiagnostics>,
    pub penalties: Vec<PenaltyDiagnostics>,
    pub prediction: Option<PredictionFingerprint>,
}
Expand description

Compact, reusable diagnostics for truth/reference quality tests.

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§label: String§rmse_vs_truth: Option<f64>§rmse_vs_reference: Option<f64>§reference_rmse_vs_truth: Option<f64>§edf_total: Option<f64>§rho: Vec<f64>§lambda: Vec<f64>§design: Option<DesignDiagnostics>§penalties: Vec<PenaltyDiagnostics>§prediction: Option<PredictionFingerprint>

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impl QualityDiagnostics

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pub fn from_standard_fit( label: impl Into<String>, fit: &StandardFitResult, ) -> Self

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pub fn with_truth_rmse(self, pred: &[f64], truth: &[f64]) -> Self

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pub fn with_reference_gap( self, pred: &[f64], reference: &[f64], truth: Option<&[f64]>, ) -> Self

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pub fn report(&self) -> String

Trait Implementations§

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impl Clone for QualityDiagnostics

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fn clone(&self) -> QualityDiagnostics

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
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impl Debug for QualityDiagnostics

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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<T> Allocation for T
where T: RefUnwindSafe + Send + Sync,

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Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
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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
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fn borrow_mut(&mut self) -> &mut T

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impl<T> ByRef<T> for T

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fn by_ref(&self) -> &T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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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)
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impl<T> DistributionExt for T
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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
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fn from(t: T) -> T

Returns the argument unchanged.

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Calls U::from(self).

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

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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>
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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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impl<T> Pointable for T

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const ALIGN: usize

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type Init = T

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

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type Output = T

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

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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type Owned = T

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type Error = Infallible

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fn vzip(self) -> V