Live Prediction
Select a state and date β€” weather & lag features are fetched automatically
πŸ“¦
Using ridge_model.pkl β€” pre-trained Ridge Regression
Ξ± = 10 Β· 16 features Β· Test RΒ² = 0.9752 Β· Test MAE = 9.71
Pre-trained
Prediction Inputs –
Latitude & longitude auto-filled
Day, month, quarter, day-of-week auto-derived
Auto-fetched Values
Latitude
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Longitude
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Temperature (Β°C)
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Humidity (%)
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Day of Week
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Is Weekend
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Day
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Month
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Quarter
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Lag 1
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from dataset
Lag 7
–
from dataset
Lag 14
–
from dataset
Rolling 7
–
from dataset
Rolling 14
–
from dataset
Rolling 30
–
from dataset
Rolling Std 7
–
from dataset
Predicted Energy Usage
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