Struct ConfigDiagnostics 

pub struct ConfigDiagnostics {
    pub residual_alignment: f64,
    pub regularization_sensitivity: f64,
    pub depth_sufficiency: f64,
    pub effective_dof: f64,
    pub uncertainty: f64,
}

Model diagnostics consumed by the auto-builder.

Models that implement diagnostic extraction populate this struct. Fields are optional signals – return 0.0 if not available.

Fields

residual_alignment: f64

Gradient alignment between consecutive steps (-1.0 to 1.0). Positive = model learning efficiently. Negative = overshooting.

regularization_sensitivity: f64

How much regularization dominates predictions (0.0 = none, high = over-regularized).

depth_sufficiency: f64

Within/between variance ratio. High = need more depth. Low = depth sufficient.

effective_dof: f64

Effective degrees of freedom (model complexity measure).

uncertainty: f64

Uncertainty measure (honest_sigma or equivalent).

Trait Implementations

impl Clone for ConfigDiagnostics

fn clone(&self) -> ConfigDiagnostics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConfigDiagnostics

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

Formats the value using the given formatter.

impl Default for ConfigDiagnostics

fn default() -> ConfigDiagnostics

Returns the “default value” for a type.