Struct ModelEvaluationReport

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pub struct ModelEvaluationReport {
    pub in_sample_loglik: f64,
    pub mean_abs_residual: f64,
    pub residual_independence_p: Arc<[f64]>,
    pub local_markov_p: Arc<[f64]>,
    pub permutation_loglik: f64,
    pub falsified: bool,
    pub alpha: f64,
    pub notes: Vec<Arc<str>>,
}

Expand description

Model falsification / evaluation report.

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§in_sample_loglik: f64

In-sample mean log-likelihood (higher better). No holdout split is performed.

§mean_abs_residual: f64

Mean absolute residual for invertible nodes.

§residual_independence_p: Arc<[f64]>

Residual independence p-values vs non-parent covariates (empty if none).

§local_markov_p: Arc<[f64]>

Local Markov check p-values (node ⊥ non-descendants | parents).

§permutation_loglik: f64

Permutation baseline mean log-lik under shuffled outcomes.

§falsified: bool

Whether the model is considered falsified under alpha.

§alpha: f64

Alpha used for independence tests.

§notes: Vec<Arc<str>>

Notes.

Trait Implementations§

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impl Clone for ModelEvaluationReport

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fn clone(&self) -> ModelEvaluationReport

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 ModelEvaluationReport

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ModelEvaluationReport

Blanket Implementations§

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impl<T> Allocation for T
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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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