ML Intelligence Dashboard
Advanced machine learning analytics with correlation intelligence for microbial electrochemical systems
Correlation-Enhanced ML95.4% → 97.2% Accuracy183,615 CorrelationsLive Updates
ML Engine Status
Correlation-enhanced prediction engine
ActiveUptime: 99.97%
Model Accuracy
Enhanced with parameter correlations
97.2%+1.8% from baseline
Active Correlations
Live parameter relationships
183,615+247 this hour
Response Time
Average prediction latency
185msTarget: <200ms
Enhanced ML Features
- Correlation-aware predictions
- Real-time parameter updates
- Uncertainty quantification
- Progressive enhancement
- Error recovery with context
Model Performance Metrics
Base ML Accuracy95.4%
Correlation-Enhanced97.2%
Confidence Scoring96.1%