def get_params(self):
        """Get parameters from this object
        """
        params = super().get_params()
        params.update({'beta': self.beta,
                       'knn': self.knn,
                       'decay': self.decay,
                       'bandwidth': self.bandwidth,
                       'distance': self.distance,
                       'thresh': self.thresh,
                       'n_jobs': self.n_jobs})
        return params
Get parameters from this object