Enum IncrementalEvaluationStrategy 

pub enum IncrementalEvaluationStrategy {
    SlidingWindow {
        window_size: usize,
        step_size: usize,
        overlap_ratio: Float,
    },
    Prequential {
        adaptation_rate: Float,
        forgetting_factor: Float,
    },
    HoldoutEvaluation {
        holdout_ratio: Float,
        update_frequency: usize,
        drift_detection: bool,
    },
    BlockBased {
        block_size: usize,
        evaluation_blocks: usize,
        overlap_blocks: usize,
    },
    AdaptiveWindow {
        min_window_size: usize,
        max_window_size: usize,
        adaptation_criterion: AdaptationCriterion,
    },
    FadingFactor {
        alpha: Float,
        minimum_weight: Float,
    },
    StreamingCrossValidation {
        n_folds: usize,
        fold_update_strategy: FoldUpdateStrategy,
    },
}

Incremental evaluation strategies

Variants

SlidingWindow

Sliding window evaluation

Fields

window_size: usize

step_size: usize

overlap_ratio: Float

Prequential

Prequential evaluation (test-then-train)

Fields

adaptation_rate: Float

forgetting_factor: Float

HoldoutEvaluation

Holdout evaluation with periodic updates

Fields

holdout_ratio: Float

update_frequency: usize

drift_detection: bool

BlockBased

Block-based evaluation for chunk learning

Fields

block_size: usize

evaluation_blocks: usize

overlap_blocks: usize

AdaptiveWindow

Adaptive window evaluation

Fields

min_window_size: usize

max_window_size: usize

adaptation_criterion: AdaptationCriterion

FadingFactor

Fading factor evaluation

Fields

alpha: Float

minimum_weight: Float

StreamingCrossValidation

Cross-validation for data streams

Fields

n_folds: usize

fold_update_strategy: FoldUpdateStrategy

Trait Implementations

impl Clone for IncrementalEvaluationStrategy

fn clone(&self) -> IncrementalEvaluationStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for IncrementalEvaluationStrategy

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

Formats the value using the given formatter.