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.