July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Understanding a practical example for one-hot encoding
In this section, we will use scikit-learn to generate one-hot encoding for a small dataset. You can find the code at this GitHub link:
https://github.com/jalajthanaki/NLPython/tree/master/ch5/onehotencodingdemo.
You can see the code snippet in Figure 5.63:
Figure 5.63: Pandas and scikit-learn to generate one-hot encoding
You can see the output in Figure 5.64:
Figure 5.64: Output of one-hot encoding
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