Struct StreamingConfig 

pub struct StreamingConfig {
    pub max_models: usize,
    pub performance_window_size: usize,
    pub drift_threshold: Float,
    pub weight_learning_rate: Float,
    pub forgetting_factor: Float,
    pub enable_drift_detection: bool,
    pub min_samples_for_drift: usize,
    pub grace_period: usize,
    pub adaptive_ensemble_size: bool,
    pub bootstrap_ratio: Float,
    pub random_state: Option<u64>,
}

Configuration for streaming ensemble methods

Fields

max_models: usize

Maximum number of base models to maintain

performance_window_size: usize

Window size for performance tracking

drift_threshold: Float

Threshold for concept drift detection

weight_learning_rate: Float

Learning rate for ensemble weights

forgetting_factor: Float

Forgetting factor for old models

enable_drift_detection: bool

Enable concept drift detection

min_samples_for_drift: usize

Minimum samples before drift detection

grace_period: usize

Grace period after detecting drift (in samples)

adaptive_ensemble_size: bool

Enable dynamic ensemble size adjustment

bootstrap_ratio: Float

Bootstrap sample ratio for diversity

random_state: Option<u64>

Random state for reproducibility

Trait Implementations

impl Clone for StreamingConfig

fn clone(&self) -> StreamingConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for StreamingConfig

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

Formats the value using the given formatter.

impl Default for StreamingConfig

fn default() -> Self

Returns the “default value” for a type.