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FunHddcResult

fdars_core::gmm::subspace

Struct FunHddcResult 

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#[non_exhaustive]
pub struct FunHddcResult {
Show 13 fields
    pub cluster: Vec<usize>,
    pub membership: FdMatrix,
    pub subspaces: Vec<FdMatrix>,
    pub within_vars: Vec<Vec<f64>>,
    pub noise_vars: Vec<f64>,
    pub means: Vec<Vec<f64>>,
    pub weights: Vec<f64>,
    pub log_likelihood: f64,
    pub bic: f64,
    pub icl: f64,
    pub iterations: usize,
    pub converged: bool,
    pub k: usize,

}
Expand description

Result from funHDDC per-group subspace clustering.

Fields (Non-exhaustive)§

This struct is marked as 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<usize>

Hard cluster assignments (length n).

§membership: FdMatrix

Posterior membership probabilities (n × k), column-major FdMatrix.

§subspaces: Vec<FdMatrix>

Per-group subspace matrices (length k); each is m × d_k_eff column-major.

§within_vars: Vec<Vec<f64>>

Per-group within-subspace variances (length k); each is length d_k_eff.

§noise_vars: Vec<f64>

Per-group isotropic noise variances (length k).

§means: Vec<Vec<f64>>

Per-group mean curves (length k); each is length m.

§weights: Vec<f64>

Mixing proportions (length k).

§log_likelihood: f64

Log-likelihood at convergence.

§bic: f64

BIC value.

§icl: f64

ICL value.

§iterations: usize

Number of EM iterations performed.

§converged: bool

Whether EM converged within max_iter.

§k: usize

Number of clusters.

Trait Implementations§

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impl Clone for FunHddcResult

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fn clone(&self) -> FunHddcResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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

Formats the value using the given formatter. Read more

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