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EnhancedInjectionConfig

datasynth_generators::anomaly

Struct EnhancedInjectionConfig

pub struct EnhancedInjectionConfig {
    pub multi_stage_schemes_enabled: bool,
    pub scheme_probability: f64,
    pub correlated_injection_enabled: bool,
    pub temporal_clustering_enabled: bool,
    pub period_end_multiplier: f64,
    pub near_miss_enabled: bool,
    pub near_miss_proportion: f64,
    pub approval_thresholds: Vec<Decimal>,
    pub difficulty_classification_enabled: bool,
    pub context_aware_enabled: bool,
    pub behavioral_baseline_config: BehavioralBaselineConfig,
    pub fraud_behavioral_bias: FraudBehavioralBiasConfig,
}

Expand description

Enhanced injection configuration for v0.3.0+ features.

Fields§

§multi_stage_schemes_enabled: bool

Enable multi-stage fraud scheme generation.

§scheme_probability: f64

Probability of starting a new scheme per perpetrator per year.

§correlated_injection_enabled: bool

Enable correlated anomaly injection.

§temporal_clustering_enabled: bool

Enable temporal clustering (period-end spikes).

§period_end_multiplier: f64

Period-end anomaly rate multiplier.

§near_miss_enabled: bool

Enable near-miss generation.

§near_miss_proportion: f64

Proportion of anomalies that are near-misses.

§approval_thresholds: Vec<Decimal>

Approval thresholds for threshold-proximity near-misses.

§difficulty_classification_enabled: bool

Enable detection difficulty classification.

§context_aware_enabled: bool

Enable context-aware injection.

§behavioral_baseline_config: BehavioralBaselineConfig

Behavioral baseline configuration.

§fraud_behavioral_bias: FraudBehavioralBiasConfig

Behavioral bias applied to fraud entries so canonical forensic signals (weekend posting, round-dollar amounts, off-hours posting, post-close adjustments) show measurable lift on fraud vs legitimate populations. Defaults enable all four biases.

Trait Implementations§

impl Clone for EnhancedInjectionConfig

fn clone(&self) -> EnhancedInjectionConfig

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

impl Debug for EnhancedInjectionConfig

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

Formats the value using the given formatter. Read more

impl Default for EnhancedInjectionConfig

fn default() -> EnhancedInjectionConfig

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

Auto Trait Implementations§

impl Freeze for EnhancedInjectionConfig

impl RefUnwindSafe for EnhancedInjectionConfig

impl Send for EnhancedInjectionConfig

impl Sync for EnhancedInjectionConfig

impl Unpin for EnhancedInjectionConfig

impl UnsafeUnpin for EnhancedInjectionConfig

impl UnwindSafe for EnhancedInjectionConfig

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

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impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

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where U: From<T>,

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where SS: SubsetOf<SP>,

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

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

fn from_subset(element: &SS) -> SP

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where T: Clone,

type Owned = T

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where U: Into<T>,

type Error = Infallible

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where U: TryFrom<T>,

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

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

Performs the conversion.

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fn vzip(self) -> V

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where S: Into<Dispatch>,

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