Struct EnsembleConfig 

pub struct EnsembleConfig {
    pub ensemble_type: EnsembleType,
    pub n_estimators: usize,
    pub parallel_config: ParallelConfig,
    pub sampling_strategy: SamplingStrategy,
    pub aggregation_method: AggregationMethod,
    pub base_config: BaseEstimatorConfig,
    pub random_seed: u64,
    pub subsample_ratio: f64,
}

Configuration for ensemble methods

Fields

ensemble_type: EnsembleType

n_estimators: usize

parallel_config: ParallelConfig

sampling_strategy: SamplingStrategy

aggregation_method: AggregationMethod

base_config: BaseEstimatorConfig

random_seed: u64

subsample_ratio: f64

Implementations

impl EnsembleConfig

pub fn random_forest() -> EnsembleConfig

Create a Random Forest configuration

pub fn gradient_boosting() -> EnsembleConfig

Create a Gradient Boosting configuration

pub fn with_n_estimators(self, n: usize) -> EnsembleConfig

Set number of estimators

pub fn with_parallel_config(self, config: ParallelConfig) -> EnsembleConfig

Set parallel configuration

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<(), Error>

Formats the value using the given formatter.

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

fn deserialize<__D>( __deserializer: __D, ) -> Result<EnsembleConfig, <__D as Deserializer<'de>>::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 as Serializer>::Ok, <__S as Serializer>::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.