Machine Learning for Healthcare Analytics Projects

Bonus step

Let's take a look at an example to predict whether or not a patient has diabetes:

1. To do this, we will first run the following code snippet:

example = df.iloc[1]print(example)

This gives us a DataFrame for a patient with 1 as the class label, shown in the following screenshot:

2. Now, we're going to make a prediction using our optimized deep neural network. To do that, we will run the following code snippet:

prediction = grid.predict(X_standardized[1].reshape(1, -1))print(prediction)

This gives us the following output:

As seen in ...