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Fig 1.

Overall Architecture for HPEM.

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Fig 2.

Flow of data processing and preparation.

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Fig 3.

Features influence on House price prediction.

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Fig 4.

Architecture of Optimized deep learning Networks.

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Fig 5.

Analysis of activation changes .

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Table 1.

Algorithm steps for house price prediction model.

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Table 1 Expand

Table 2.

Pseudocode for bat-optimized deep learning model.

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Table 2 Expand

Fig 6.

Continued.

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Fig 6 Expand

Table 3.

Hyperparameter setting.

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Table 3 Expand

Table 4.

Comparative analysis of HPEM.

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Table 5.

Comprehensive Qualitative Analysis of HPEM.

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Table 6.

Efficiency Analysis of HPEM.

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