In this section, I present the implemented Random Search algorithm on my dataset, along with the results, concluding the previous considerations from the first part of the project.

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After training the model for 40 epochs and performing predictions, it turned out that I achieved very good results in terms of R-squared (82% for prediction & 85% for validation) and MSE (0.005 for prediction & validation). The results are shown below. Thank you for your attention.

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