How to save final model using keras?

Question

I use KerasClassifier to train the classifier.

The code is below:

import numpy
from pandas import read_csv
from keras.models import Sequential
from k         


        

Answer 1

The model has a save method, which saves all the details necessary to reconstitute the model. An example from the keras documentation:

from keras.models import load_model

model.save('my_model.h5')  # creates a HDF5 file 'my_model.h5'
del model  # deletes the existing model

# returns a compiled model
# identical to the previous one
model = load_model('my_model.h5')