Pattern Recognition and Machine Learning
shown in Figure 1, and we see that the mode of the density px(x) is transformed via the sigmoid function to the mode of this curve. However, the density over y transforms instead according to (1.27) and is shown by the magenta curve on the left side of the diagram. Note that this has its mode shifted relative to the mode of the green curve.
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