Livoa LogoLivoa
DATA PREPROCESSING
Data Input
Missing Value
Handling
Normalization
Train Test Split
ARIMA STATISTICAL MODELING
ARIMA Input
Temperature
Series
Differencing
Auto ARIMA
Parameter
Selection
ARIMA Model
Training
ARIMA Prediction
Residual
Extraction
LSTM DEEP LEARNING MODELING
LSTM Input
Residuals
LSTM Input Layer
LSTM Hidden
Layers
LSTM Dropout
Layer
LSTM Dense
Output Layer
LSTM Training
LSTM Residual
Prediction
HYBRID PREDICTION
Combine ARIMA
and LSTM
Predictions
Final Forecast
EVALUATION AND VISUALIZATION
Performance
Metrics
Graphical
Evaluation

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