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Update README.md
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yuribling123 authored Aug 1, 2024
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Expand Up @@ -323,6 +323,8 @@ The scatter plot below with x-axis = y_test and y-axis = yhat1 illustrates the r
#### Model 2(Deep Neural Network2):
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
After the method Random Search for hyperparameter tuning in this model, the test MSE decreased by 0.111


<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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