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Fig 13 -

Fig 13 -

<p>Actual vs predicted graph for all four samples (S1, S2, S3, S4).</p>

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Bibliographic Details
Main Author: Mohd Sakib (20565228) (author)
Other Authors: Tamanna Siddiqui (17038816) (author), Suhel Mustajab (19106497) (author), Reemiah Muneer Alotaibi (19226201) (author), Nouf Mohammad Alshareef (20565231) (author), Mohammad Zunnun Khan (20565234) (author)
Published: 2025
Subjects:
Evolutionary Biology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
optimize feature selection
mean absolute error
gated recurrent unit
enhance prediction accuracy
enhance model evaluation
conducted ten simulations
energy consumption patterns
efficient energy management
stacking ensemble technique
lstm ), bi
multiple forecasting models
machine learning models
genetic algorithm identifies
directional long short
long short
genetic algorithm
energy analysts
ensemble approach
bilstm ),
weekend subsets
weather variables
term memory
temporal characteristics
study proposes
robustness remains
recent advancements
optimal subset
large datasets
key challenge
gru ).
final forecast
detailed analysis
computing power
combined using
42 %,
38 %,
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