code: def test_check_parameters(self):
      with assert_raises(ValueError):
          LMDD(contamination=10.0)
      with assert_raises(ValueError):
          LMDD(dis_measure="unknown")
      with assert_raises(TypeError):
          LMDD(dis_measure=5)
      with assert_raises(TypeError):
          LMDD(n_iter="not int")
      with assert_raises(ValueError):
          LMDD(n_iter=-1)
      with assert_raises(ValueError):
          LMDD(random_state="not valid")
      with assert_raises(ValueError):
          LMDD(random_state=-1)
  
imports: from __future__ import division
  from __future__ import print_function
  import os
  import sys
  import unittest
  from numpy.testing import assert_equal
  from numpy.testing import assert_raises
  from sklearn.base import clone
  from sklearn.metrics import roc_auc_score
  from pyod.models.lmdd import LMDD
  from pyod.utils.data import generate_data
label_desc: Use image node_id 15 for calling the TestCOF obj's underlying member method code with example usage: obj.test_check_parameters() without return types