code: def test_fit_median_standardization():
      """Test with median standardisation and different parameters."""
      X = np.array(
          [
              [14.61, -0.11, 2.4],
              [14.94, 0.88, -0.04],
              [16.1, 0.4, 0.69],
              [15.76, -0.61, 0.03],
              [14.84, 0.34, -0.74],
              [-0.05, -1.13, 0.19],
              [0.14, 1.43, -1.8],
              [-14.44, 1.98, 1.47],
              [-15.69, -0.37, 0.15],
              [-15.71, -1.04, 2.17],
              [-14.64, 0.57, 0.48],
              [-14.23, -0.14, -0.71],
          ]
      )
  
      basis_expected = np.array(
          [
              [0.35798869, -0.84748114, -0.39194364],
              [0.25853965, 0.49331887, -0.83053822],
              [0.89721867, 0.19599032, 0.39571005],
          ]
      )
  
      coords_expected = np.array(
          [
              [1.95502872, -0.12345243, 0.7866799],
              [0.19274086, -0.11744806, -0.86460197],
              [0.69122866, -0.23973968, -0.2456952],
              [-0.09728797, -0.81074023, 0.29829762],
              [-0.51292537, -0.4873701, -0.70057837],
              [-0.28346375, -0.56367591, 0.96815996],
              [-1.30118311, 0.24590192, -1.72841774],
              [1.33847739, 1.50526326, -0.77327474],
              [-0.32468861, 0.22863203, 0.57668583],
              [1.17323565, 0.28483923, 1.82504575],
              [0.18467707, 0.68788554, -0.0423587],
              [-0.95797397, 0.13750341, 0.06841071],
          ]
      )
  
      scaler = RobustScaler()
      X = scaler.fit_transform(X)
      model = DOBIN(k=3)
      fitted_model = model.fit(X)
      coords_actual = fitted_model._coords
      basis_actual = fitted_model._basis
  
      assert np.allclose(coords_expected, coords_actual)
      assert np.allclose(basis_expected, basis_actual)
  
imports: import numpy
  from sklearn.preprocessing import MinMaxScaler, RobustScaler
  from sktime.transformations.series.dobin import DOBIN
label_desc: Use image node_id 2 for calling a global function with example usage: test_fit_median_standardization() without return types