ML Model Dashboard
Real-time load prediction and model management
Performance Metrics
F1 Score
94%
Accuracy
92%
Latency
572ms avg
Throughput
25k/min
System Health
Status
Checking...
Active Model
None
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Model Selection
lgbm
Light Gradient Boosting
xgboost
Extreme Gradient Boosting
Quick Predict
Usage (kWh)
CO2 (tCO2)
Predict Load
Detailed Feature Input
Date & Time
Format: 01-01-2018 00:15
Usage (kWh)
Lagging Reactive Power (kVarh)
Leading Reactive Power (kVarh)
CO2 (tCO2)
Lagging Power Factor
Leading Power Factor
NSM
Run Full Prediction
What produces Medium & Maximum Load
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Feature Set Used by Model
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API Status: Unknown
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Model: LGBM
Last updated: 9:11:36 AM