Supervised learning Supervised machine learning is also a type of classification. The goal of supervised machine learning is to identify a model that maps instances in a dataset to their class labels. The assumption is that if the identified model accurately maps the known instances to their class labels, it will accurately predict the labels of new instances with unknown labels. There are several supervised learning algorithms. To apply these algorithms effectively, it is important to

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... d the algorithms so that the ideal technique that is suitable for the particular problem can be selected.