October 2018
Intermediate to advanced
134 pages
2h 39m
English
Content preview from Machine Learning for Healthcare Analytics Projects
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Training the neural network
Now, we will move on to building and training the neural network. To do so, let's import some specific layers from Keras. Then, we will define a create_model() function to build the Keras model, and define the model type as Sequential. After this, we will define an input layer, a hidden layer and an output layer, compile the model, and finally print the model:
As we see in the preceding screenshot, we have our model summary. We have 112 parameters for the first layer, 36 for the second, and 25 for the third layer. We have a total of 173 parameters. These are all trainable data for our neural network, which is what ...
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