Enum DiversityStrategy 

pub enum DiversityStrategy {
    AlgorithmDiversity {
        algorithms: Vec<ClusteringAlgorithm>,
    },
    ParameterDiversity {
        algorithm: ClusteringAlgorithm,
        parameter_ranges: HashMap<String, ParameterRange>,
    },
    DataDiversity {
        sampling_strategies: Vec<SamplingStrategy>,
    },
    Combined {
        strategies: Vec<DiversityStrategy>,
    },
}

Strategies for enforcing diversity among base clusterers

Variants

AlgorithmDiversity

Algorithm diversity (use different algorithms)

Fields

algorithms: Vec<ClusteringAlgorithm>

ParameterDiversity

Parameter diversity (same algorithm, different parameters)

Fields

algorithm: ClusteringAlgorithm

parameter_ranges: HashMap<String, ParameterRange>

DataDiversity

Data diversity (different data subsets)

Fields

sampling_strategies: Vec<SamplingStrategy>

Combined

Combined diversity strategy

Fields

strategies: Vec<DiversityStrategy>

Trait Implementations

impl Clone for DiversityStrategy

fn clone(&self) -> DiversityStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DiversityStrategy

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DiversityStrategy

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DiversityStrategy

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

where __S: Serializer,

Serialize this value into the given Serde serializer.