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DetectabilityReport

datasynth_eval::ml

Struct DetectabilityReport

pub struct DetectabilityReport {
    pub total: usize,
    pub by_class: BTreeMap<String, usize>,
    pub fraction_by_class: BTreeMap<String, f64>,
    pub memory_only_fraction: f64,
    pub per_je_density_fraction: f64,
    pub relational_graph_fraction: f64,
    pub temporal_fraction: f64,
    pub by_class_and_category: BTreeMap<String, BTreeMap<String, usize>>,
}

Expand description

The observability profile of a planted-anomaly population.

Fields§

§total: usize

Total planted anomalies considered.

§by_class: BTreeMap<String, usize>

Count per observability class (all four classes always present; 0 when absent).

§fraction_by_class: BTreeMap<String, f64>

Fraction of the population per observability class.

§memory_only_fraction: f64

Fraction observable only with cross-period / cross-entity memory — the residual-faint tail that label-free residual arms miss (FINDINGS §40-41).

§per_je_density_fraction: f64

Fraction observable by a single-entry per-JE density residual.

§relational_graph_fraction: f64

Fraction observable in the relational account-flow graph.

§temporal_fraction: f64

Fraction observable only in the cross-period time series.

§by_class_and_category: BTreeMap<String, BTreeMap<String, usize>>

Counts cross-tabulated by observability class → anomaly category (Fraud/Error/…).

Trait Implementations§

impl Clone for DetectabilityReport

fn clone(&self) -> DetectabilityReport

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 DetectabilityReport

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for DetectabilityReport

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 DetectabilityReport

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 DetectabilityReport

impl RefUnwindSafe for DetectabilityReport

impl Send for DetectabilityReport

impl Sync for DetectabilityReport

impl Unpin for DetectabilityReport

impl UnsafeUnpin for DetectabilityReport

impl UnwindSafe for DetectabilityReport

Blanket Implementations§

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

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

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more