Enum ClassificationAnswer 

pub enum ClassificationAnswer {
    Noul {
        probability: f64,
    },
    Choice {
        selected: String,
        probabilities: BTreeMap<String, f64>,
        confidence: f64,
    },
    Score {
        score: f64,
        probabilities: BTreeMap<usize, f64>,
        confidence: f64,
    },
}

One typed answer.

Variants

Noul

Probability that the answer is yes, 0..=1.

A value near 0.5 means yes and no are near-equally likely — not medium intensity.

Fields

probability: f64

Probability of yes.

Choice

The selected option and the distribution it came from.

Fields

selected: String

Highest-probability option.

probabilities: BTreeMap<String, f64>

Probability per option.

confidence: f64

Distribution concentration, 0..=1.

Score

A probability-weighted position across the levels.

Fields

score: f64

Weighted position; lands between levels.

probabilities: BTreeMap<usize, f64>

Probability per level index.

confidence: f64

Distribution concentration, 0..=1.

Implementations

impl ClassificationAnswer

pub fn kind(&self) -> &'static str

The primitive name, for logs and metrics.

pub fn probability_yes(&self) -> Option<f64>

Probability of yes, for a noul answer.

pub fn confidence(&self) -> Option<f64>

Distribution concentration, for the two primitives that report it.

pub fn probability_at_or_above(&self, level: usize) -> Option<f64>

Total probability mass at level or above, for a score answer.

This is the reading that an “any serious hit” rule needs: a bimodal answer that is probably fine and possibly severe must not average into fine.

Trait Implementations

impl Clone for ClassificationAnswer

fn clone(&self) -> ClassificationAnswer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClassificationAnswer

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ClassificationAnswer

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ClassificationAnswer

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for ClassificationAnswer

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ClassificationAnswer