def METHOD_NAME(
    n_clusters,
    init,
    max_iter,
    batch_size,
    tol,
    max_no_improvement,
    n_init,
    reassignment_ratio,
    random_state,
):
    return MiniBatchKMeans(
        n_clusters=n_clusters,
        init=init,
        max_iter=max_iter,
        batch_size=batch_size,
        tol=tol,
        max_no_improvement=max_no_improvement,
        n_init=n_init,
        reassignment_ratio=reassignment_ratio,
        random_state=random_state,
        verbose=1,
        compute_labels=True,
        init_size=None,
    )