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LabeledEventAnalysis

datasynth_eval::statistical

Struct LabeledEventAnalysis

pub struct LabeledEventAnalysis {
    pub total_events: usize,
    pub statistical_events: usize,
    pub business_events: usize,
    pub category_distribution: HashMap<DriftEventCategory, usize>,
    pub difficulty_distribution: HashMap<DetectionDifficulty, usize>,
    pub avg_magnitude: f64,
    pub avg_difficulty: f64,
    pub period_coverage: (u32, u32),
    pub passes: bool,
    pub issues: Vec<String>,
}

Expand description

Analysis of labeled drift events.

Fields§

§total_events: usize

Total number of labeled events.

§statistical_events: usize

Number of statistical drift events.

§business_events: usize

Number of business event drifts.

§category_distribution: HashMap<DriftEventCategory, usize>

Distribution by event category.

§difficulty_distribution: HashMap<DetectionDifficulty, usize>

Distribution by detection difficulty.

§avg_magnitude: f64

Average drift magnitude.

§avg_difficulty: f64

Average detection difficulty score.

§period_coverage: (u32, u32)

Period coverage (min_period, max_period).

§passes: bool

Whether the analysis passes quality thresholds.

§issues: Vec<String>

Issues identified.

Implementations§

impl LabeledEventAnalysis

pub fn empty() -> Self

Create an empty analysis result.

Trait Implementations§

impl Clone for LabeledEventAnalysis

fn clone(&self) -> LabeledEventAnalysis

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 LabeledEventAnalysis

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for LabeledEventAnalysis

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 LabeledEventAnalysis

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 LabeledEventAnalysis

impl RefUnwindSafe for LabeledEventAnalysis

impl Send for LabeledEventAnalysis

impl Sync for LabeledEventAnalysis

impl Unpin for LabeledEventAnalysis

impl UnwindSafe for LabeledEventAnalysis

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>,