ClusteringResult

rustkernel_ml::types

Struct ClusteringResult 

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pub struct ClusteringResult {
    pub labels: Vec<usize>,
    pub n_clusters: usize,
    pub centroids: Vec<f64>,
    pub inertia: f64,
    pub iterations: u32,
    pub converged: bool,
}
Expand description

Clustering result.

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§labels: Vec<usize>

Cluster assignment per sample.

§n_clusters: usize

Number of clusters found.

§centroids: Vec<f64>

Cluster centroids (flattened, row-major).

§inertia: f64

Inertia/WCSS (within-cluster sum of squares).

§iterations: u32

Number of iterations run.

§converged: bool

Whether the algorithm converged.

Trait Implementations§

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impl Clone for ClusteringResult

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fn clone(&self) -> ClusteringResult

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ClusteringResult

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for ClusteringResult

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ClusteringResult

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

Serialize this value into the given Serde serializer. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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