Enum InferenceSource 

pub enum InferenceSource {
    SelfReport,
    Linguistic {
        features_used: Vec<String>,
        feature_values: HashMap<String, f32>,
    },
    Delta {
        baseline_messages: usize,
        z_score: f32,
        metric: String,
    },
    Combined {
        sources: Vec<InferenceSource>,
        weights: Vec<f32>,
    },
    Decayed {
        original: Box<InferenceSource>,
        age_seconds: u64,
        decay_factor: f32,
    },
    Prior {
        reason: String,
    },
}

Source of an axis inference with full provenance.

Variants

SelfReport

User explicitly provided this value.

Linguistic

Inferred from linguistic features of text.

Fields

features_used: Vec<String>

Which features contributed to this inference.

feature_values: HashMap<String, f32>

The raw feature values that drove the inference.

Delta

Inferred from deviation from user’s baseline behavior.

Fields

baseline_messages: usize

How many messages in the baseline window.

z_score: f32

The z-score (standard deviations from baseline).

metric: String

Which metric showed the deviation.

Combined

Combined from multiple inference sources.

Fields

sources: Vec<InferenceSource>

The sources that were combined.

weights: Vec<f32>

Weights given to each source.

Decayed

Confidence has decayed over time from original inference.

Fields

original: Box<InferenceSource>

The original inference source.

age_seconds: u64

How much time has passed.

decay_factor: f32

The decay factor applied.

Prior

Default/prior value (no observation).

Fields

reason: String

Description of why this prior was chosen.

Implementations

impl InferenceSource

pub fn is_self_report(&self) -> bool

Returns true if this is a self-report (highest authority).

pub fn is_inferred(&self) -> bool

Returns true if this is any form of inference (not self-report).

pub fn summary(&self) -> String

Get a human-readable summary of this source.

Trait Implementations

impl Clone for InferenceSource

fn clone(&self) -> InferenceSource

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for InferenceSource

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for InferenceSource

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for InferenceSource

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for InferenceSource

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 InferenceSource