Expand description
Performance monitoring and tracking system for ensemble methods
This module provides comprehensive monitoring capabilities for ensemble models, including performance tracking, concept drift detection, model degradation monitoring, and automated retraining triggers.
Structs§
- Degradation
Indicators - Performance degradation indicators
- Drift
Detection Result - Concept drift detection results
- Ensemble
Monitor - Ensemble performance monitor
- Monitoring
Config - Performance monitoring configuration
- Monitoring
Results - Performance monitoring results
- Performance
Data Point - Performance tracking data point
- Performance
Trend - Performance trend analysis
Enums§
- Drift
Type - Types of concept drift
- Model
Health - Model health status
- Performance
Metric - Performance metrics that can be tracked
- Recommended
Action - Recommended actions based on monitoring results