Struct ClusterQuality 

pub struct ClusterQuality {
    pub internal_coherence: f64,
    pub external_separation: f64,
    pub silhouette_score: f64,
}

Quality metrics for a cluster

Fields

internal_coherence: f64

Internal coherence: how similar methods within the cluster are (0-1, higher is better)

external_separation: f64

External separation: how distinct the cluster is from others (0-1, higher is better)

silhouette_score: f64

Silhouette score: combined quality metric (-1 to 1, >0.4 is good)

Implementations

impl ClusterQuality

pub fn is_good_quality(&self) -> bool

Check if this cluster has good quality

pub fn is_acceptable(&self) -> bool

Check if this cluster has acceptable quality

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

Get a human-readable quality description

Trait Implementations

impl Clone for ClusterQuality

fn clone(&self) -> ClusterQuality

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClusterQuality

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ClusterQuality

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ClusterQuality

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for ClusterQuality