Inductive bias definition

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Inductive bias

Inductive bias logo #21000 The inductive bias of a learning algorithm is the set of assumptions that the learner uses to predict outputs given inputs that it has not encountered (Mitchell, 1980). In machine learning, one aims to construct algorithms that are able to learn to predict a certain target output. To achieve this, the learning algorithm is presented some training ...
Found on http://en.wikipedia.org/wiki/Inductive_bias
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