Struct EnsembleConfig 

pub struct EnsembleConfig {
    pub n_estimators: usize,
    pub sampling_strategy: SamplingStrategy,
    pub consensus_method: ConsensusMethod,
    pub random_seed: Option<u64>,
    pub diversity_strategy: Option<DiversityStrategy>,
    pub quality_threshold: Option<f64>,
    pub max_clusters: Option<usize>,
}

Configuration for ensemble clustering

Fields

n_estimators: usize

Number of base clustering algorithms to use

sampling_strategy: SamplingStrategy

Sampling strategy for data subsets

consensus_method: ConsensusMethod

Consensus method for combining results

random_seed: Option<u64>

Random seed for reproducible results

diversity_strategy: Option<DiversityStrategy>

Diversity enforcement strategy

quality_threshold: Option<f64>

Quality threshold for including results

max_clusters: Option<usize>

Maximum number of clusters to consider

Trait Implementations

impl Clone for EnsembleConfig

fn clone(&self) -> EnsembleConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EnsembleConfig

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

Formats the value using the given formatter.

impl Default for EnsembleConfig

Default configuration for ensemble clustering

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for EnsembleConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for EnsembleConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.