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EvaluationThresholds

datasynth_eval::config

Struct EvaluationThresholds

pub struct EvaluationThresholds {Show 21 fields
    pub benford_p_value_min: f64,
    pub benford_mad_max: f64,
    pub amount_ks_p_value_min: f64,
    pub temporal_correlation_min: f64,
    pub drift_magnitude_min: f64,
    pub drift_hellinger_max: f64,
    pub drift_psi_max: f64,
    pub drift_f1_score_min: f64,
    pub balance_tolerance: Decimal,
    pub subledger_reconciliation_rate_min: f64,
    pub document_chain_completion_min: f64,
    pub ic_match_rate_min: f64,
    pub referential_integrity_min: f64,
    pub duplicate_rate_max: f64,
    pub completeness_rate_min: f64,
    pub format_consistency_min: f64,
    pub anomaly_rate_min: f64,
    pub anomaly_rate_max: f64,
    pub label_coverage_min: f64,
    pub train_ratio_min: f64,
    pub graph_connectivity_min: f64,
}

Expand description

Pass/fail thresholds for evaluation metrics.

Fields§

§benford_p_value_min: f64

Minimum p-value for Benford’s Law chi-squared test.

§benford_mad_max: f64

Maximum Mean Absolute Deviation for Benford’s Law.

§amount_ks_p_value_min: f64

Minimum p-value for amount distribution KS test.

§temporal_correlation_min: f64

Minimum correlation for temporal patterns.

§drift_magnitude_min: f64

Minimum drift magnitude to consider significant.

§drift_hellinger_max: f64

Maximum Hellinger distance threshold.

§drift_psi_max: f64

Maximum Population Stability Index (PSI) threshold.

§drift_f1_score_min: f64

Minimum F1 score for drift detection quality.

§balance_tolerance: Decimal

Maximum balance sheet imbalance.

§subledger_reconciliation_rate_min: f64

Minimum subledger reconciliation rate.

§document_chain_completion_min: f64

Minimum document chain completion rate.

§ic_match_rate_min: f64

Minimum intercompany match rate.

§referential_integrity_min: f64

Minimum referential integrity rate.

§duplicate_rate_max: f64

Maximum duplicate rate.

§completeness_rate_min: f64

Minimum completeness rate.

§format_consistency_min: f64

Minimum format consistency rate.

§anomaly_rate_min: f64

Minimum anomaly rate.

§anomaly_rate_max: f64

Maximum anomaly rate.

§label_coverage_min: f64

Minimum label coverage.

§train_ratio_min: f64

Minimum train ratio.

§graph_connectivity_min: f64

Minimum graph connectivity.

Implementations§

impl EvaluationThresholds

pub fn strict() -> Self

Create strict thresholds for rigorous validation.

pub fn lenient() -> Self

Create lenient thresholds for exploratory validation.

Trait Implementations§

impl Clone for EvaluationThresholds

fn clone(&self) -> EvaluationThresholds

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for EvaluationThresholds

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

Formats the value using the given formatter. Read more

impl Default for EvaluationThresholds

fn default() -> Self

Returns the “default value” for a type. Read more

impl<'de> Deserialize<'de> for EvaluationThresholds

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for EvaluationThresholds

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for EvaluationThresholds

impl RefUnwindSafe for EvaluationThresholds

impl Send for EvaluationThresholds

impl Sync for EvaluationThresholds

impl Unpin for EvaluationThresholds

impl UnwindSafe for EvaluationThresholds

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> Same for T

type Output = T

Should always be Self

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

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

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

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

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

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

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

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

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

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.

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

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,