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@@ -323,8 +323,10 @@ The scatter plot below with x-axis = y_test and y-axis = yhat1 illustrates the r
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#### Model 2(Deep Neural Network2):
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This deep neural network model predicts diameter of asteroid using features `moid`,`e`,`i`,`H`,`diameter`,`albedo` with a test MSE of 0.00462 and training MSE of 0.00446
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After the method Random Search for hyperparameter tuning in this model, the test MSE decreased by 0.111
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![image](https://github.com/user-attachments/assets/81e5d892-beef-45f6-ac97-caebab376094)
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After the method Random Search for hyperparameter tuning in this model, the test MSE decreased by 0.111
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<img width="805" alt="Screenshot 2024-07-31 at 10 59 23 PM" src="https://github.com/user-attachments/assets/43080b0b-e7b0-4bc4-a5cf-d05264dc012c">
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