Struct DataCharacteristics 

pub struct DataCharacteristics {
    pub n_samples: usize,
    pub n_features: usize,
    pub data_type_fingerprint: String,
    pub feature_ranges: Option<Vec<(f64, f64)>>,
    pub preprocessing_applied: Vec<String>,
}

Data characteristics for validation

Fields

n_samples: usize

Number of samples in training data

n_features: usize

Number of features

data_type_fingerprint: String

Data type fingerprint

feature_ranges: Option<Vec<(f64, f64)>>

Feature range summaries (min, max for each feature)

preprocessing_applied: Vec<String>

Whether data was normalized/standardized

Trait Implementations

impl Clone for DataCharacteristics

fn clone(&self) -> DataCharacteristics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataCharacteristics

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

Formats the value using the given formatter.

impl Default for DataCharacteristics

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DataCharacteristics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DataCharacteristics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.