Struct ConformalCalibration 

pub struct ConformalCalibration {
    pub schema_version: u32,
    pub binding_id: String,
    pub target_names: Vec<String>,
    pub sample_ids: Vec<SampleId>,
    pub coverages: Vec<f64>,
    pub multi_target_policy: ConformalMultiTargetPolicy,
    pub small_sample_policy: ConformalSmallSamplePolicy,
    pub quantiles: Vec<SplitConformalQuantile>,
    pub context: ConformalCalibrationContext,
    pub calibration_fingerprint: String,
}

Closed, self-fingerprinted split-conformal state retained beside a bundle. sample_ids is the calibration order, not an interchangeable set: this makes accidental positional joins fail before residuals are calculated.

Fields

schema_version: u32

binding_id: String

target_names: Vec<String>

sample_ids: Vec<SampleId>

coverages: Vec<f64>

multi_target_policy: ConformalMultiTargetPolicy

small_sample_policy: ConformalSmallSamplePolicy

quantiles: Vec<SplitConformalQuantile>

context: ConformalCalibrationContext

calibration_fingerprint: String

Implementations

impl ConformalCalibration

pub fn calibrate_with_truth( binding_id: impl Into<String>, target_names: Vec<String>, predictions: &PredictionBlock, truth: &ConformalCalibrationTruth, context: ConformalCalibrationContext, coverages: Vec<f64>, multi_target_policy: ConformalMultiTargetPolicy, small_sample_policy: ConformalSmallSamplePolicy, ) -> Result<ConformalCalibration, DagMlError>

pub fn reference(&self) -> Result<ConformalCalibrationRef, DagMlError>

pub fn compute_fingerprint(&self) -> Result<String, DagMlError>

pub fn from_json(json: &str) -> Result<ConformalCalibration, DagMlError>

pub fn validate(&self) -> Result<(), DagMlError>

pub fn apply( &self, predictions: &PredictionBlock, ) -> Result<ConformalIntervalBlock, DagMlError>

Trait Implementations

impl Clone for ConformalCalibration

fn clone(&self) -> ConformalCalibration

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConformalCalibration

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ConformalCalibration

fn deserialize<__D>( __deserializer: __D, ) -> Result<ConformalCalibration, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ConformalCalibration

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for ConformalCalibration

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ConformalCalibration