- Below is an image.
+ The visualization below tries to show the way Pi is calculated. The orange line represents the f(x^+ + \epsilon) we have been talking about earlier. The portion of probability density that has not been clipped by this line in a way represents the PI value at that location. It is this specific value that represents the "probability of improvement over current max".