Enum SurrogateModel 

pub enum SurrogateModel {
    RandomForest {
        n_trees: usize,
        max_depth: Option<usize>,
    },
    GaussianProcess {
        kernel_type: String,
    },
    NeuralNetwork {
        hidden_layers: Vec<usize>,
    },
    LinearRegression {
        regularization: Float,
    },
}

Surrogate models for meta-learning

Variants

RandomForest

Random Forest for hyperparameter prediction

Fields

n_trees: usize

max_depth: Option<usize>

GaussianProcess

Gaussian Process for uncertainty quantification

Fields

kernel_type: String

NeuralNetwork

Neural Network for complex patterns

Fields

hidden_layers: Vec<usize>

LinearRegression

Linear model for simple relationships

Fields

regularization: Float

Trait Implementations

impl Clone for SurrogateModel

fn clone(&self) -> SurrogateModel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SurrogateModel

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

Formats the value using the given formatter.