Struct GaussianComponent 

pub struct GaussianComponent {
    pub weight: f64,
    pub mu: f64,
    pub sigma: f64,
    pub label: Option<String>,
}

Configuration for a single Gaussian component in a mixture.

Fields

weight: f64

Weight of this component (0.0-1.0, all weights should sum to 1.0)

mu: f64

Mean (mu) of the Gaussian distribution

sigma: f64

Standard deviation (sigma) of the Gaussian distribution

label: Option<String>

Optional label for this component (e.g., “routine”, “significant”)

Implementations

impl GaussianComponent

pub fn new(weight: f64, mu: f64, sigma: f64) -> Self

Create a new Gaussian component.

pub fn with_label( weight: f64, mu: f64, sigma: f64, label: impl Into<String>, ) -> Self

Create a labeled Gaussian component.

Trait Implementations

impl Clone for GaussianComponent

fn clone(&self) -> GaussianComponent

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GaussianComponent

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GaussianComponent

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GaussianComponent

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

where __S: Serializer,

Serialize this value into the given Serde serializer.