Proper evaluation of the model in the tutorial

[VincentCCL]

Hi,
Thanks for the great tutorial.
There seems to be one step missing, which is the final evaluation of how well the model works on the testset.
You have predict, but not of the entire test data set, and how to get the associated results, such as accuracy, precision, recall etc.