Struct DbscanResult 

#[non_exhaustive]
pub struct DbscanResult {
    pub cluster: Vec<Option<usize>>,
    pub n_clusters: usize,
    pub n_noise: usize,
    pub distances: FdMatrix,
}

Result of DBSCAN density clustering over functional data.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

cluster: Vec<Option<usize>>

Cluster assignment for each curve.

None = noise (not part of any dense cluster). Some(c) = cluster index c (0-based, contiguous).

n_clusters: usize

Number of discovered clusters (excludes noise points).

n_noise: usize

Number of noise points (curves assigned None).

distances: FdMatrix

Precomputed n × n pairwise L2 distance matrix used internally.

Trait Implementations

impl Clone for DbscanResult

fn clone(&self) -> DbscanResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DbscanResult

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

Formats the value using the given formatter.