Struct EnsembleConfig 

pub struct EnsembleConfig {
    pub strategy: EnsembleStrategy,
    pub model_weights: HashMap<String, f64>,
    pub min_models: usize,
    pub parallel_execution: bool,
    pub model_timeout_ms: Option<u64>,
}

Ensemble configuration.

Fields

strategy: EnsembleStrategy

Ensemble strategy

model_weights: HashMap<String, f64>

Model weights (for weighted averaging)

min_models: usize

Minimum models for consensus

parallel_execution: bool

Enable parallel execution

model_timeout_ms: Option<u64>

Timeout for individual models

Implementations

impl EnsembleConfig

pub fn voting() -> Self

Create configuration for voting ensemble.

pub fn weighted_average(weights: HashMap<String, f64>) -> Self

Create configuration for weighted averaging.

pub fn stacking() -> Self

Create configuration for stacking ensemble.

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

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.