Page numbers are for draft copy at present; they will be replaced with correct numbers when final book is formatted. Chapter numbers are correct and will not change now.
Semi-supervised learning uses partially labeled data, that is where some of the training data is labelled with expected outputs/calssifications and some is unlabelled.