Struct MonitoringConfig 

pub struct MonitoringConfig {
    pub window_size: usize,
    pub degradation_threshold: Float,
    pub drift_threshold: Float,
    pub min_samples: usize,
    pub monitoring_frequency: usize,
    pub enable_auto_retrain: bool,
    pub max_training_time: Duration,
    pub metrics_to_track: Vec<PerformanceMetric>,
}

Performance monitoring configuration

Fields

window_size: usize

Window size for performance tracking

degradation_threshold: Float

Threshold for performance degradation

drift_threshold: Float

Threshold for concept drift detection

min_samples: usize

Minimum number of samples before monitoring

monitoring_frequency: usize

Monitoring frequency (samples between checks)

enable_auto_retrain: bool

Enable automated retraining

max_training_time: Duration

Maximum training time allowed

metrics_to_track: Vec<PerformanceMetric>

Performance metrics to track

Implementations

impl MonitoringConfig

Convenience functions for creating monitoring configurations

pub fn high_frequency() -> Self

Create a configuration for high-frequency monitoring

pub fn production() -> Self

Create a configuration for production monitoring

pub fn development() -> Self

Create a configuration for development/testing

Trait Implementations

impl Clone for MonitoringConfig

fn clone(&self) -> MonitoringConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MonitoringConfig

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

Formats the value using the given formatter.

impl Default for MonitoringConfig

fn default() -> Self

Returns the “default value” for a type.