AutoMLConfig

oxirs_vec::automl_optimization

Struct AutoMLConfig 

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pub struct AutoMLConfig {
    pub max_optimization_time: Duration,
    pub trials_per_config: usize,
    pub optimization_metrics: Vec<OptimizationMetric>,
    pub search_space: SearchSpace,
    pub cross_validation_folds: usize,
    pub early_stopping_patience: usize,
    pub enable_parallel_optimization: bool,
    pub resource_constraints: ResourceConstraints,
}
Expand description

AutoML optimization configuration

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§max_optimization_time: Duration

Maximum optimization time budget

§trials_per_config: usize

Number of trials per configuration

§optimization_metrics: Vec<OptimizationMetric>

Evaluation metrics to optimize

§search_space: SearchSpace

Search space for hyperparameters

§cross_validation_folds: usize

Cross-validation folds

§early_stopping_patience: usize

Early stopping patience

§enable_parallel_optimization: bool

Enable parallel optimization

§resource_constraints: ResourceConstraints

Resource constraints

Trait Implementations§

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impl Clone for AutoMLConfig

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fn clone(&self) -> AutoMLConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for AutoMLConfig

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

Formats the value using the given formatter. Read more
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impl Default for AutoMLConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for AutoMLConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for AutoMLConfig

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

Serialize this value into the given Serde serializer. Read more

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