Tried creating a confusion matrix but kept getting errors

[YusraGasm]

Can you guide me on how to create a confusion matrix for the code?

[norahb]

Hi,
How to get X and y out of test set?
If i place this code inside the loop to get precision, recall, and accuracy
it only show the confusion matrix of the last batch.

`for batch in test.as_numpy_iterator():
X, y = batch
yhat = model.predict(X)

pre.update_state(y, yhat)
re.update_state(y, yhat)
acc.update_state(y, yhat)

p_pred = yhat.flatten()
# extract the predicted class labels
y_pred = np.where(p_pred > 0.5, 1, 0)
m = confusion_matrix(y, y_pred)`