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Hi, to finally answer my own question; the problem was indeed with the code and not the features.

What I did was to first populate a training data and label ARRAY and then convert them to a MATRIX. This doesn't seem to work. Instead I created MATRICES from the get go and populated them directly. Prediction then works correctly.