Enum DriftTest 

pub enum DriftTest {
    KolmogorovSmirnov,
    ChiSquared,
    PSI,
    JensenShannon,
}

Statistical tests for drift detection

Variants

KolmogorovSmirnov

Kolmogorov-Smirnov test for continuous features

ChiSquared

Chi-squared test for categorical features

PSI

Population Stability Index (PSI)

JensenShannon

Jensen-Shannon divergence

Implementations

impl DriftTest

pub fn name(&self) -> &'static str

Get human-readable name

pub fn is_continuous(&self) -> bool

Check if test is suitable for continuous data

pub fn is_categorical(&self) -> bool

Check if test is suitable for categorical data

Trait Implementations

impl Clone for DriftTest

fn clone(&self) -> DriftTest

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DriftTest

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

Formats the value using the given formatter.

impl Hash for DriftTest

fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for DriftTest

fn eq(&self, other: &DriftTest) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Copy for DriftTest

impl Eq for DriftTest

impl StructuralPartialEq for DriftTest