Exploratory analysis

As anticipated, the dataset is already available in the Keras library. So we have loaded the appropriate library and then loaded the data:

from keras.datasets import reuters(XTrain, YTrain),(XTest, YTest) = reuters.load_data(num_words=None, test_split=0.3)

The following information is returned:

          Downloading data from https://s3.amazonaws.com/text-datasets/reuters.npz2113536/2110848 [==============================] - 2s 1us/step
        

Now, let's check the contents of the four objects we imported. First, we get the type of the objects. To do this, we'll use the built-in function type(), as follows:

print('XTrain class = ',type(XTrain))print('YTrain class = ',type(YTrain))print('XTest shape = ',type(XTest))print('YTest shape ...

Get Keras 2.x Projects now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.