def clear(self):
        super(GroupedRequirements, self).clear()
        self.create_default_groups()
def initialize(self, init_type = ema_init_type.KMEANS_INITIALIZATION):
        """!
        @brief Calculates initial parameters for EM algorithm: means and covariances using
                specified strategy.