October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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Link function
As we are trying to build a generalized linear model, we want to start from a linear function and obtain a mapping to a probability distribution from the dependent variable.
Since the output type of our model is of a binary nature, the normally chosen distribution is the Bernoulli distribution, and the link function, leaning toward the logistic function, is the logit function.
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