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LSTM Neural Network Active
Next 6 Hours · Temperature Forecast
High-accuracy hourly predictions from the LSTM trained on 3 years of Nizwa data. Updated every hour by the server.
Test MAE: -- °C
Live 7-day MAE: -- °C
Horizon: 6 hours
Peak
--°C
at --:--
Low
--°C
at --:--
Confidence
±--°C
over the 6-hour window
Hourly predictions · next 6 hours
One card per upcoming hour with confidence margin.
Forecast curve · 6 hours
LSTM with confidence band that widens further out.
EcoCast LSTM
±error band
Actual vs Predicted · last 24 hours
Compares each stored prediction against what the IoT sensors actually measured.
Live MAE --°C
Actual (IoT)
Predicted
Error
UTAS EcoCast · LSTM predictions update every hour via cron