Struct AutoMLConfig 

pub struct AutoMLConfig {
    pub task_type: TaskType,
    pub constraints: ComputationalConstraints,
    pub allowed_families: Option<Vec<AlgorithmFamily>>,
    pub excluded_families: Vec<AlgorithmFamily>,
    pub max_algorithms: usize,
    pub cv_folds: usize,
    pub scoring_metric: String,
    pub hyperopt_time_budget: f64,
    pub random_seed: Option<u64>,
    pub enable_ensembles: bool,
    pub enable_feature_engineering: bool,
}

Configuration for automated algorithm selection

Fields

task_type: TaskType

Task type (classification or regression)

constraints: ComputationalConstraints

Computational constraints

allowed_families: Option<Vec<AlgorithmFamily>>

Algorithm families to consider (None means all)

excluded_families: Vec<AlgorithmFamily>

Algorithm families to exclude

max_algorithms: usize

Maximum number of algorithms to evaluate

cv_folds: usize

Cross-validation strategy

scoring_metric: String

Scoring metric

hyperopt_time_budget: f64

Time budget for hyperparameter optimization per algorithm

random_seed: Option<u64>

Random seed for reproducibility

enable_ensembles: bool

Whether to use ensemble methods

enable_feature_engineering: bool

Whether to perform feature engineering

Trait Implementations

impl Clone for AutoMLConfig

fn clone(&self) -> AutoMLConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AutoMLConfig

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

Formats the value using the given formatter.

impl Default for AutoMLConfig

fn default() -> Self

Returns the “default value” for a type.