Try to cycle through them. It looks a little different on the app then it does on my PC screenshot. Just press the arrows on the screen on the training page that look like:
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Which will show you the categories that can be selected specifically for training.
Remember to save the changes! Otherwise it'll go back to the overall category, training whatever attribute is lowest I think. By choosing a specific category you can train one of the three much faster as desired.