Struct MemoryEfficientConfig 

pub struct MemoryEfficientConfig {
    pub max_estimators_in_memory: usize,
    pub batch_size: usize,
    pub window_size: Option<usize>,
    pub lazy_evaluation: bool,
    pub memory_threshold_mb: usize,
    pub compress_models: bool,
    pub use_disk_cache: bool,
    pub cache_dir: Option<String>,
    pub learning_rate_decay: Float,
    pub forgetting_factor: Float,
    pub adaptive_batch_size: bool,
}

Configuration for memory-efficient ensemble methods

Fields

max_estimators_in_memory: usize

Maximum number of estimators to keep in memory

batch_size: usize

Batch size for incremental learning

window_size: Option<usize>

Window size for streaming data

lazy_evaluation: bool

Enable lazy evaluation for predictions

memory_threshold_mb: usize

Memory threshold in MB before triggering cleanup

compress_models: bool

Enable compression for stored models

use_disk_cache: bool

Use disk caching for overflow models

cache_dir: Option<String>

Disk cache directory

learning_rate_decay: Float

Learning rate decay for incremental learning

forgetting_factor: Float

Forgetting factor for streaming data

adaptive_batch_size: bool

Enable adaptive batch sizing

Trait Implementations

impl Clone for MemoryEfficientConfig

fn clone(&self) -> MemoryEfficientConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MemoryEfficientConfig

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

Formats the value using the given formatter.

impl Default for MemoryEfficientConfig

fn default() -> Self

Returns the “default value” for a type.