Overview: Text Classification with spaCy
Explore the essentials of text classification by learning to prepare data and train spaCy's TextCategorizer. Understand sentiment analysis and build text classifiers using Keras with neural networks, including LSTMs. Gain hands-on experience from data preprocessing to interpreting classification results in an integrated NLP workflow.
We'll cover the following...
We'll cover the following...
This chapter is devoted to a very basic and popular task of NLP: text classification. You will first learn how to train spaCy's text classifier component, TextCategorizer.
For this, you will learn how to prepare data and feed the data to the classifier; then, ...