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neural networks /bif

I saw a post from berak about BIF and neural networks. I'm new to this, but would it have better results than using a eigenfaces method?

How would i use the below code? I understand faces/att is the directory with faces, but where does one put the corresponding labels for it to recognize the user? Or do i not understand it completely.