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AcfeAlignment

datasynth_eval::benchmarks::acfe

Struct AcfeAlignment

pub struct AcfeAlignment {
    pub category_distribution_mad: f64,
    pub median_loss_ratio: f64,
    pub duration_distribution_ks: f64,
    pub detection_method_chi_sq: f64,
    pub perpetrator_department_chi_sq: f64,
    pub overall_alignment: f64,
    pub issues: Vec<String>,
}

Expand description

ACFE alignment metrics for evaluation.

Fields§

§category_distribution_mad: f64

Mean absolute deviation from ACFE category distribution.

§median_loss_ratio: f64

Ratio of actual median loss to ACFE expected.

§duration_distribution_ks: f64

Kolmogorov-Smirnov statistic for duration distribution.

§detection_method_chi_sq: f64

Chi-squared statistic against ACFE detection method distribution.

§perpetrator_department_chi_sq: f64

Chi-squared statistic against ACFE perpetrator department distribution.

§overall_alignment: f64

Overall alignment score (0.0-1.0, higher is better).

§issues: Vec<String>

List of alignment issues.

Implementations§

impl AcfeAlignment

pub fn calculate( observed_category_dist: &HashMap<String, f64>, observed_median_loss: Decimal, observed_median_duration: u32, _observed_detection_methods: &HashMap<String, f64>, _observed_perpetrator_depts: &HashMap<String, f64>, ) -> Self

Calculate alignment metrics from observed values.

Trait Implementations§

impl Clone for AcfeAlignment

fn clone(&self) -> AcfeAlignment

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 AcfeAlignment

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

Formats the value using the given formatter. Read more

impl Default for AcfeAlignment

fn default() -> Self

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

impl<'de> Deserialize<'de> for AcfeAlignment

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 AcfeAlignment

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 AcfeAlignment

impl RefUnwindSafe for AcfeAlignment

impl Send for AcfeAlignment

impl Sync for AcfeAlignment

impl Unpin for AcfeAlignment

impl UnwindSafe for AcfeAlignment

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>,