def yaml(self):
        return yaml.dump(self.serialized, default_flow_style=False,
                         encoding=None)
def initialize(self, init_type = ema_init_type.KMEANS_INITIALIZATION):
        """!
        @brief Calculates initial parameters for EM algorithm: means and covariances using
                specified strategy.