DP-100 Question #50: Real Exam Question with Answer & Explanation

Question

You are building a recurrent neural network to perform a binary classification. The training loss, validation loss, training accuracy, and validation accuracy of each training epoch has been provided. You need to identify whether the classification model is overfitted. Which of the following is correct?

Options

• AThe training loss stays constant and the validation loss stays on a constant value and close to the
• BThe training loss decreases while the validation loss increases when training the model.
• CThe training loss stays constant and the validation loss decreases when training the model.
• DThe training loss increases while the validation loss decreases when training the model.