Algorithm steps for house price prediction model.

<div><p>The real estate market requires effective and precise house price prediction, as conventional models often face difficulties in generalization, computational efficiency, and interpretability. The research problem is addressed by introducing the House Price Evaluation Model (HPEM)...

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Main Author:	Xuan Wang (55634) (author)
Other Authors:	Xuan Li (137217) (author), Haiyan Li (168109) (author)
Published:	2025
Subjects:	Biotechnology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified reducing training time mean absolute error enhancing regulatory compliance source geographic data convert unstructured data spatial feature extraction hpem achieves 98 poor generalization issues overall prediction accuracy optimized attention mechanism bat optimization algorithm attention mechanism structured data hpem ), feature stability xlink "> thereby minimizing research problem network integrates loop updates improve explainability impact features gathered properties existing methods evaluated using effectively utilized effective exploration dynamic features distribution shifts directly improves developed model computation inefficiency closer convergences balancing exploration
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Algorithm steps for house price prediction model.

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