Struct ReliabilityMetrics 

pub struct ReliabilityMetrics {
    pub redundancy: f64,
    pub duplicate_count: usize,
    pub leakage_ratio: f64,
    pub leaked_count: usize,
}

Reliability metrics - dataset trustworthiness.

Fields

redundancy: f64

Proportion of duplicate samples in training data

duplicate_count: usize

Number of exact duplicates found

leakage_ratio: f64

Proportion of test samples appearing in training

leaked_count: usize

Number of leaked samples

Trait Implementations

impl Clone for ReliabilityMetrics

fn clone(&self) -> ReliabilityMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ReliabilityMetrics

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ReliabilityMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ReliabilityMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.