Data Synthesis

Data synthesis follows the generative recipe of Section 14.2.1 and is implemnted by software/mrhmm_synthesize.m. The following code creates Event_length data samples from MR-HMM parameters hparm:
    x=mrhmm_synthesize(hparm,round(Event_length/K));
Figure 14.8 shows an example of a training data (top) and synthesized data (bottom).
Figure 14.8: Top: training data from class 1. Bottom: fully synthetic data from trained MR-HMM parameters.
\includegraphics[width=6.0in]{mrhmm_test1c.eps}



Baggenstoss 2017-05-19