Inductive Bias
The incorporation of prior knowledge biases the learning mechanism. This is also called inductive bias. The incorporation of prior knowledge is inevitable for the success of learning algorithms (the no-free-lunch theorem). The stronger the prior knowledge that one starts the learning process with, the easier it is to learn from further examples.