Struct ClusteringResult 

pub struct ClusteringResult {
    pub labels: Array1<i32>,
    pub algorithm: String,
    pub parameters: HashMap<String, String>,
    pub quality_score: f64,
    pub stability_score: Option<f64>,
    pub n_clusters: usize,
    pub runtime: f64,
}

Result of a single clustering run

Fields

labels: Array1<i32>

Cluster labels

algorithm: String

Algorithm used

parameters: HashMap<String, String>

Parameters used

quality_score: f64

Quality score

stability_score: Option<f64>

Stability score (if available)

n_clusters: usize

Number of clusters found

runtime: f64

Runtime in seconds

Implementations

impl ClusteringResult

pub fn new( labels: Array1<i32>, algorithm: String, parameters: HashMap<String, String>, quality_score: f64, runtime: f64, ) -> Self

Create a new clustering result

pub fn with_stability_score(self, score: f64) -> Self

Set stability score

pub fn has_noise(&self) -> bool

Check if this result has noise points

pub fn noise_count(&self) -> usize

Get number of noise points

pub fn cluster_sizes(&self) -> Vec<usize>

Get cluster sizes

Trait Implementations

impl Clone for ClusteringResult

fn clone(&self) -> ClusteringResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClusteringResult

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ClusteringResult

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ClusteringResult

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

where __S: Serializer,

Serialize this value into the given Serde serializer.