cvx_query::types

Struct CohortDriftResult

pub struct CohortDriftResult {
    pub n_entities: usize,
    pub mean_drift_l2: f32,
    pub median_drift_l2: f32,
    pub std_drift_l2: f32,
    pub centroid_l2_magnitude: f32,
    pub centroid_cosine_drift: f32,
    pub dispersion_t1: f32,
    pub dispersion_t2: f32,
    pub dispersion_change: f32,
    pub convergence_score: f32,
    pub top_dimensions: Vec<(usize, f32)>,
    pub outliers: Vec<CohortOutlierResult>,
}

Expand description

Cohort drift analysis result.

Fields§

§n_entities: usize

Number of entities analyzed.

§mean_drift_l2: f32

Mean L2 drift across the cohort.

§median_drift_l2: f32

Median L2 drift.

§std_drift_l2: f32

Standard deviation of drift magnitudes.

§centroid_l2_magnitude: f32

Centroid L2 drift magnitude.

§centroid_cosine_drift: f32

Centroid cosine drift.

§dispersion_t1: f32

Dispersion at t1.

§dispersion_t2: f32

Dispersion at t2.

§dispersion_change: f32

Dispersion change (positive = diverging).

§convergence_score: f32

Convergence score (0 = random, 1 = same direction).

§top_dimensions: Vec<(usize, f32)>

Top changed dimensions: (index, absolute_change).

§outliers: Vec<CohortOutlierResult>

Outlier entities.

Trait Implementations§

impl Clone for CohortDriftResult

fn clone(&self) -> CohortDriftResult

Returns a copy 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 CohortDriftResult

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

impl Freeze for CohortDriftResult

impl RefUnwindSafe for CohortDriftResult

impl Send for CohortDriftResult

impl Sync for CohortDriftResult

impl Unpin for CohortDriftResult

impl UnwindSafe for CohortDriftResult

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> 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.