Linear

The linear function is a straight line function where the nodes activation is proportional to the input.

A linear classifier is almost never recommended since the linear function is just a scaling it is almost never useful.

It can be used in linear situations where the speed of classification is an issue since it is often the fastest classifier.

Linear activation function
Linear activation graph
Figure 1. Linear function
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