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yuribling123 authored Aug 1, 2024
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Expand Up @@ -300,11 +300,11 @@ We have found a fairly strong correlation between perihelion distance (q), absol

#### Model 1 (Deep Neural Network1)
This model predicted the diameter of asteroid using features `e`,`i`,`H`,`diameter` and `albedo`.
The scatter plot below with x-axis = y_test and y-axis = yhat1 illustrates the relationship between the true values and the predicted values for the prediction of the diameter in this deep neural network
The scatter plot below with x-axis = y_test and y-axis = yhat1 illustrates the relationship between the true values and the predicted values for the prediction of the diameter in this deep neural network


#### Model 2(Deep Neural Network2):
This deep neural network model predicts diameter of asteroid using the features `moid` using `e`,`i`,`H`,`diameter`,`albedo` with a test MSE of 0.00462 and training MSE of 0.00446
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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