Struct DistributionValidation 

pub struct DistributionValidation {
    pub is_valid: bool,
    pub max_deviation: f64,
    pub category_deviations: HashMap<String, f64>,
    pub tolerance: f64,
}

Validation results comparing dataset distribution to reference.

Fields

is_valid: bool

Whether distribution matches reference (within tolerance)

max_deviation: f64

Maximum deviation from reference

category_deviations: HashMap<String, f64>

Per-category deviations

tolerance: f64

Tolerance used for validation

Implementations

impl DistributionValidation

pub fn validate( observed: &HashMap<String, f64>, reference: &HashMap<String, f64>, tolerance: f64, ) -> Self

Validate distribution against reference.

Trait Implementations

impl Clone for DistributionValidation

fn clone(&self) -> DistributionValidation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DistributionValidation

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DistributionValidation

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DistributionValidation

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.