I want to classify my spikes based on these two shapes. The shape in the figure is very clean and in our real data the shape of the spikes have some noise. I want my classification algorithm chooses the class of each spike at least with 85-90% confidence. And if it can not choose with this much confidence then calls it noise.
Does anybody have any suggestion? Thanks