Optimz When this button is selected, the correlation tour is following the gradient of the projection pursuit index to find more interesting 2-dimensional views of the data. When the guided tour obtains a maximum, it may turn itself off. It does this when the derivatives are all within a tolerance level of zero, meaning a better new direction cannot be found. To turn the tour back on you need to turn "Optimz" off. When this button is not selected, the projection pursuit index is still being plotted, but the guided tour is not taking place. Instead the viewer is watching a correlation tour with new directions being chosen at random.