Is the model overfitting?
Let's train the model
you just built and plot its learning curve to check out if it's overfitting!
You can make use of the loaded function plot_loss()
to plot training loss against validation loss, you can get both from the history callback.
If you want to inspect the plot_loss()
function code, paste this in the console: show_code(plot_loss)
This exercise is part of the course
Introduction to Deep Learning with Keras
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Train your model for 60 epochs, using X_test and y_test as validation data
h_callback = model.fit(____, ____, epochs = ____, ____ = (____, ____), verbose=0)
# Extract from the h_callback object loss and val_loss to plot the learning curve
plot_loss(____.____[____], ____.____[____])