Struct CoClusterConfig 

#[non_exhaustive]
pub struct CoClusterConfig {
    pub n_row_blocks: usize,
    pub n_col_blocks: usize,
    pub ncomp: usize,
    pub max_iter: usize,
    pub tol: f64,
    pub n_init: usize,
    pub seed: u64,
}

Configuration for funLBM functional co-clustering.

Builder-style config mirroring GmmClusterConfig. Modify fields directly after calling CoClusterConfig::default().

Example

use fdars_core::coclustering::CoClusterConfig;

let mut cfg = CoClusterConfig::default();
cfg.n_row_blocks = 3;
cfg.n_col_blocks = 4;
cfg.ncomp = 3;
cfg.n_init = 5;

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.

n_row_blocks: usize

Number of row clusters K (default: 2).

n_col_blocks: usize

Number of column clusters L (default: 2).

ncomp: usize

Number of FPC components for the block-score projection (default: 5). The effective ncomp may be reduced to min(ncomp, n, m) by the FPCA.

max_iter: usize

Maximum CEM iterations per initialization (default: 200).

tol: f64

Convergence tolerance on the classification log-likelihood (default: 1e-6).

n_init: usize

Number of random initializations; the best by log-likelihood is returned (default: 3).

seed: u64

Base random seed for deterministic results (default: 42).

Trait Implementations

impl Clone for CoClusterConfig

fn clone(&self) -> CoClusterConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CoClusterConfig

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

Formats the value using the given formatter.

impl Default for CoClusterConfig

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for CoClusterConfig

fn eq(&self, other: &CoClusterConfig) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for CoClusterConfig