Figure 2
Parzen windows: from data points to a distribution. (a) shows ten measured data points. The other three plots show estimations of the distribution obtained by attaching a known function to each data point, i.e. a kernel function. The plots show the influence of the choice of window size. Gaussians with σ = 0.1, 1.0 and 10.0 are depicted here in (b), (c) and (d), respectively. |