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ClusterStats

oxirs_vec::cluster_index

Struct ClusterStats 

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pub struct ClusterStats {
    pub cluster_id: usize,
    pub size: usize,
    pub variance: f32,
    pub centroid_drift: f32,
    pub centroid: Vec<f32>,
}
Expand description

Runtime statistics for a single cluster.

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§cluster_id: usize

Cluster identifier.

§size: usize

Number of vectors assigned to this cluster.

§variance: f32

Mean squared distance from members to centroid (intra-cluster variance).

§centroid_drift: f32

Euclidean distance the centroid moved on the last update.

§centroid: Vec<f32>

The centroid coordinates.

Trait Implementations§

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impl Clone for ClusterStats

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fn clone(&self) -> ClusterStats

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 ClusterStats

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

Formats the value using the given formatter. Read more

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