Logistic Regression

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Overview

Logistic regression provides the functionality of an individual neural network unit.

Regularized Cost Function

LogisticRegressionRegularizedCostFunction.png

The regularization term is a sum from j = 1, not from j = 0, because we do not regularize the bias term θ0.