text: """
  ===========================
  Plotting Template Estimator
  ===========================
  
  An example plot of :class:`skltemplate.template.TemplateEstimator`
  """
  import numpy as np
  from ldffoselm import DffOsElm
  from matplotlib import pyplot as plt
  
  from scipy.io import loadmat
  
  data = loadmat('../dSetDebutanizerOff.mat', matlab_compatible=True)
  
  X = data['input']
  y = data['output']
  
  estimator = DffOsElm(random_state=10)
  estimator.fit(X, y)
  
  
  y_pred = []
  #X.shape[0]
  for i in range(estimator.get_params()['slide_window'] + 1, len(y)):
      y_pred.append(estimator.predict(X[i], y[i][0])[0])
  
  plt.plot(y_pred, linewidth=0.5)
  plt.plot(y, linewidth=0.5)
  plt.show()
  