Weights given by MLPClassifier in sklearn.neural_network (Python)

Question

I am currently working on the MLPClassifier of the neural_network package in sklearn.

I have fit the model; I want to access the weights given by the classifier to the input features. How do I access them?

Thanks in advance!

Answer 1

Check out the documentation. See the field coefs_.

Try:

print model.coefs_

Generally, I recommend:

• checking the documentation

• if that fails, then

  print dir(model)
  

  or

  help(model)
  

  will tell you what's available for in most cases.