Struct GraduationMetrics 

pub struct GraduationMetrics {
    pub novelty: f32,
    pub drift: f32,
    pub drift_steps: usize,
    pub confidence: f32,
    pub stability: f32,
    pub stable_steps: usize,
    pub velocity: f32,
    pub active_set_size: usize,
    pub uncertainty: f32,
    pub cost_usage: f32,
    pub action_needed: bool,
}

Metrics used for graduation decisions

Fields

novelty: f32

Novelty score (0.0 to 1.0) - how different from recent patterns

drift: f32

Drift score (0.0 to 1.0) - how much the signal has drifted

drift_steps: usize

Number of steps drift has persisted

confidence: f32

Confidence score (0.0 to 1.0)

stability: f32

Stability score (0.0 to 1.0) - inverse of variance

stable_steps: usize

Number of stable steps

velocity: f32

Velocity (rate of change)

active_set_size: usize

Active set size (number of active neurons)

uncertainty: f32

Uncertainty score (0.0 to 1.0)

cost_usage: f32

Current cost usage (0.0 to 1.0)

action_needed: bool

Whether action is needed

Implementations

impl GraduationMetrics

pub fn new() -> Self

Create new metrics with default values

pub fn update(&mut self, observation: &ObservationMetrics, ema_alpha: f32)

Update metrics with a new observation

Trait Implementations

impl Clone for GraduationMetrics

fn clone(&self) -> GraduationMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GraduationMetrics

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

Formats the value using the given formatter.

impl Default for GraduationMetrics

fn default() -> GraduationMetrics

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GraduationMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GraduationMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.