Struct SampleEfficiencyMetrics 

pub struct SampleEfficiencyMetrics {
    pub f1_per_100_samples: f64,
    pub samples_for_targets: HashMap<String, Option<usize>>,
    pub diminishing_returns_threshold: Option<usize>,
    pub saturation_level: f64,
}

Sample efficiency metrics.

Fields

f1_per_100_samples: f64

F1 improvement per 100 samples (average)

samples_for_targets: HashMap<String, Option<usize>>

Estimated samples needed for various F1 targets

diminishing_returns_threshold: Option<usize>

Diminishing returns threshold (where adding data helps very little)

saturation_level: f64

Current saturation level (0-1, how close to plateau)

Trait Implementations

impl Clone for SampleEfficiencyMetrics

fn clone(&self) -> SampleEfficiencyMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SampleEfficiencyMetrics

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SampleEfficiencyMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for SampleEfficiencyMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.