Hello Cédric,
Thank you so much!
That was the problem.
I repeated the ImageClassifier and ComputeConfusionMatrix steps and copied the results to this doc:
Results.docx (553.7 KB)
As you can see it worked and the evaluation with the independent validation set turns out to be quite good!
Best regards,
Susana