In the SVC training, we obtained data totally 19,298
samples from UMRR. In each sample, wecategorized data
intoclass (the label of data), horizontal position (x), vertical
position (y), horizontal velocity (vx) vertical velocity (vy), and
the vehicle size as shown in Figure 7.