Struct PerformanceAnalyzer 

pub struct PerformanceAnalyzer { /* private fields */ }

Performance analyzer for tracking and analyzing model performance metrics.

Implementations

impl PerformanceAnalyzer

pub fn new() -> Self

Create a new performance analyzer.

pub fn with_thresholds(thresholds: PerformanceThresholds) -> Self

Create a new performance analyzer with custom thresholds.

pub fn set_max_history_length(&mut self, length: usize)

Set maximum history length.

pub fn record_performance(&mut self, metrics: ModelPerformanceMetrics)

Record a new performance measurement.

pub fn record_metrics(&mut self, metrics: ModelPerformanceMetrics)

Record metrics (alias for record_performance).

pub fn get_performance_history(&self) -> &[ModelPerformanceMetrics]

Get the complete performance history.

pub fn generate_performance_summary(&self) -> PerformanceSummary

Generate a performance summary.

pub fn analyze_performance_trends(&self) -> PerformanceTrends

Analyze performance trends.

pub fn detect_performance_anomalies(&self) -> Vec<PerformanceAnomaly>

Check for performance anomalies.

pub fn generate_optimization_recommendations( &self, ) -> Vec<OptimizationRecommendation>

Generate performance optimization recommendations.

pub fn clear(&mut self)

Clear performance history.

Trait Implementations

impl Debug for PerformanceAnalyzer

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

Formats the value using the given formatter.

impl Default for PerformanceAnalyzer

fn default() -> Self

Returns the “default value” for a type.