// docs/ML_METRICS.md
# ML System Metrics
## Performance Metrics
- Model Training Time
- Inference Latency
- Memory Usage
- GPU Utilization
- Batch Processing Speed
## System Health Metrics
- CPU Usage
- Memory Allocation
- Network Bandwidth
- Storage I/O
- Thread Pool Utilization
## Business Metrics
- Transaction Success Rate
- Model Accuracy
- Prediction Confidence
- Error Rates
- User Activity
## Agent Metrics
- Agent Response Time
- Message Processing Rate
- Action Success Rate
- State Synchronization Time
- Resource Utilization
## Validation Metrics
- Data Quality Score
- Model Drift Detection
- System Stability Index
- Privacy Compliance Score
- Security Audit Results
## Monitoring & Alerts
- Real-time Performance Monitoring
- Automated Alert System
- Metric Visualization
- Trend Analysis
- Anomaly Detection