def METHOD_NAME():
    w_exp = np.array([[9.1]])
    b_exp = np.array([-34.7])
    svd_lr = LinearRegression(method="svd")
    svd_lr.fit(X_rm, y)
    assert_almost_equal(svd_lr.w_, w_exp, decimal=1)
    assert_almost_equal(svd_lr.b_, b_exp, decimal=1)